|
|
--- |
|
|
license: cc |
|
|
multilinguality: multilingual |
|
|
task_categories: |
|
|
- multiple-choice |
|
|
pretty_name: Tokenization Robustness |
|
|
tags: |
|
|
- multilingual |
|
|
- tokenization |
|
|
dataset_info: |
|
|
- config_name: tokenizer_robustness_completion_english_abbreviations |
|
|
features: |
|
|
- name: question |
|
|
dtype: string |
|
|
- name: choices |
|
|
list: string |
|
|
- name: answer |
|
|
dtype: int64 |
|
|
- name: answer_label |
|
|
dtype: string |
|
|
- name: split |
|
|
dtype: string |
|
|
- name: subcategories |
|
|
dtype: string |
|
|
- name: category |
|
|
dtype: string |
|
|
- name: lang |
|
|
dtype: string |
|
|
- name: second_lang |
|
|
dtype: string |
|
|
- name: notes |
|
|
dtype: string |
|
|
- name: id |
|
|
dtype: string |
|
|
- name: set_id |
|
|
dtype: string |
|
|
- name: variation_id |
|
|
dtype: string |
|
|
- name: vanilla_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: trimmed_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: token_counts |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: int64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: int64 |
|
|
- name: bigscience/bloom |
|
|
dtype: int64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: int64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: int64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: int64 |
|
|
- name: google/byt5-small |
|
|
dtype: int64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: int64 |
|
|
- name: gpt2 |
|
|
dtype: int64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: int64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: int64 |
|
|
- name: mistralai/tekken |
|
|
dtype: int64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: int64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: int64 |
|
|
splits: |
|
|
- name: test |
|
|
num_bytes: 19544 |
|
|
num_examples: 37 |
|
|
download_size: 36121 |
|
|
dataset_size: 19544 |
|
|
- config_name: tokenizer_robustness_completion_english_canonical |
|
|
features: |
|
|
- name: question |
|
|
dtype: string |
|
|
- name: choices |
|
|
list: string |
|
|
- name: answer |
|
|
dtype: int64 |
|
|
- name: answer_label |
|
|
dtype: string |
|
|
- name: split |
|
|
dtype: string |
|
|
- name: subcategories |
|
|
dtype: string |
|
|
- name: category |
|
|
dtype: string |
|
|
- name: lang |
|
|
dtype: string |
|
|
- name: second_lang |
|
|
dtype: string |
|
|
- name: notes |
|
|
dtype: string |
|
|
- name: id |
|
|
dtype: string |
|
|
- name: set_id |
|
|
dtype: string |
|
|
- name: variation_id |
|
|
dtype: string |
|
|
- name: vanilla_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: trimmed_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: token_counts |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: int64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: int64 |
|
|
- name: bigscience/bloom |
|
|
dtype: int64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: int64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: int64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: int64 |
|
|
- name: google/byt5-small |
|
|
dtype: int64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: int64 |
|
|
- name: gpt2 |
|
|
dtype: int64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: int64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: int64 |
|
|
- name: mistralai/tekken |
|
|
dtype: int64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: int64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: int64 |
|
|
splits: |
|
|
- name: test |
|
|
num_bytes: 21874 |
|
|
num_examples: 40 |
|
|
download_size: 32721 |
|
|
dataset_size: 21874 |
|
|
- config_name: tokenizer_robustness_completion_english_capitalization |
|
|
features: |
|
|
- name: question |
|
|
dtype: string |
|
|
- name: choices |
|
|
list: string |
|
|
- name: answer |
|
|
dtype: int64 |
|
|
- name: answer_label |
|
|
dtype: string |
|
|
- name: split |
|
|
dtype: string |
|
|
- name: subcategories |
|
|
dtype: string |
|
|
- name: category |
|
|
dtype: string |
|
|
- name: lang |
|
|
dtype: string |
|
|
- name: second_lang |
|
|
dtype: string |
|
|
- name: notes |
|
|
dtype: string |
|
|
- name: id |
|
|
dtype: string |
|
|
- name: set_id |
|
|
dtype: string |
|
|
- name: variation_id |
|
|
dtype: string |
|
|
- name: vanilla_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: trimmed_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: token_counts |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: int64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: int64 |
|
|
- name: bigscience/bloom |
|
|
dtype: int64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: int64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: int64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: int64 |
|
|
- name: google/byt5-small |
|
|
dtype: int64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: int64 |
|
|
- name: gpt2 |
|
|
dtype: int64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: int64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: int64 |
|
|
- name: mistralai/tekken |
|
|
dtype: int64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: int64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: int64 |
|
|
splits: |
|
|
- name: test |
|
|
num_bytes: 21413 |
|
|
num_examples: 40 |
|
|
download_size: 40005 |
|
|
dataset_size: 21413 |
|
|
- config_name: tokenizer_robustness_completion_english_character_deletion |
|
|
features: |
|
|
- name: question |
|
|
dtype: string |
|
|
- name: choices |
|
|
list: string |
|
|
- name: answer |
|
|
dtype: int64 |
|
|
- name: answer_label |
|
|
dtype: string |
|
|
- name: split |
|
|
dtype: string |
|
|
- name: subcategories |
|
|
dtype: string |
|
|
- name: category |
|
|
dtype: string |
|
|
- name: lang |
|
|
dtype: string |
|
|
- name: second_lang |
|
|
dtype: string |
|
|
- name: notes |
|
|
dtype: string |
|
|
- name: id |
|
|
dtype: string |
|
|
- name: set_id |
|
|
dtype: string |
|
|
- name: variation_id |
|
|
dtype: string |
|
|
- name: vanilla_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: trimmed_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: token_counts |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: int64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: int64 |
|
|
- name: bigscience/bloom |
|
|
dtype: int64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: int64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: int64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: int64 |
|
|
- name: google/byt5-small |
|
|
dtype: int64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: int64 |
|
|
- name: gpt2 |
|
|
dtype: int64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: int64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: int64 |
|
|
- name: mistralai/tekken |
|
|
dtype: int64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: int64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: int64 |
|
|
splits: |
|
|
- name: test |
|
|
num_bytes: 22322 |
|
|
num_examples: 40 |
|
|
download_size: 40840 |
|
|
dataset_size: 22322 |
|
|
- config_name: tokenizer_robustness_completion_english_character_substitution |
|
|
features: |
|
|
- name: question |
|
|
dtype: string |
|
|
- name: choices |
|
|
list: string |
|
|
- name: answer |
|
|
dtype: int64 |
|
|
- name: answer_label |
|
|
dtype: string |
|
|
- name: split |
|
|
dtype: string |
|
|
- name: subcategories |
|
|
dtype: string |
|
|
- name: category |
|
|
dtype: string |
|
|
- name: lang |
|
|
dtype: string |
|
|
- name: second_lang |
|
|
dtype: string |
|
|
- name: notes |
|
|
dtype: string |
|
|
- name: id |
|
|
dtype: string |
|
|
- name: set_id |
|
|
dtype: string |
|
|
- name: variation_id |
|
|
dtype: string |
|
|
- name: vanilla_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: trimmed_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: token_counts |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: int64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: int64 |
|
|
- name: bigscience/bloom |
|
|
dtype: int64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: int64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: int64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: int64 |
|
|
- name: google/byt5-small |
|
|
dtype: int64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: int64 |
|
|
- name: gpt2 |
|
|
dtype: int64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: int64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: int64 |
|
|
- name: mistralai/tekken |
|
|
dtype: int64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: int64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: int64 |
|
|
splits: |
|
|
- name: test |
|
|
num_bytes: 8942 |
|
|
num_examples: 16 |
|
|
download_size: 32517 |
|
|
dataset_size: 8942 |
|
|
- config_name: tokenizer_robustness_completion_english_colloquial |
|
|
features: |
|
|
- name: question |
|
|
dtype: string |
|
|
- name: choices |
|
|
list: string |
|
|
- name: answer |
|
|
dtype: int64 |
|
|
- name: answer_label |
|
|
dtype: string |
|
|
- name: split |
|
|
dtype: string |
|
|
- name: subcategories |
|
|
dtype: string |
|
|
- name: category |
|
|
dtype: string |
|
|
- name: lang |
|
|
dtype: string |
|
|
- name: second_lang |
|
|
dtype: string |
|
|
- name: notes |
|
|
dtype: string |
|
|
- name: id |
|
|
dtype: string |
|
|
- name: set_id |
|
|
dtype: string |
|
|
- name: variation_id |
|
|
dtype: string |
|
|
- name: vanilla_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: trimmed_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: token_counts |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: int64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: int64 |
|
|
- name: bigscience/bloom |
|
|
dtype: int64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: int64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: int64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: int64 |
|
|
- name: google/byt5-small |
|
|
dtype: int64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: int64 |
|
|
- name: gpt2 |
|
|
dtype: int64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: int64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: int64 |
|
|
- name: mistralai/tekken |
|
|
dtype: int64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: int64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: int64 |
|
|
splits: |
|
|
- name: test |
|
|
num_bytes: 21121 |
|
|
num_examples: 40 |
|
|
download_size: 39755 |
|
|
dataset_size: 21121 |
|
|
- config_name: tokenizer_robustness_completion_english_compounds |
|
|
features: |
|
|
- name: question |
|
|
dtype: string |
|
|
- name: choices |
|
|
list: string |
|
|
- name: answer |
|
|
dtype: int64 |
|
|
- name: answer_label |
|
|
dtype: string |
|
|
- name: split |
|
|
dtype: string |
|
|
- name: subcategories |
|
|
dtype: string |
|
|
- name: category |
|
|
dtype: string |
|
|
- name: lang |
|
|
dtype: string |
|
|
- name: second_lang |
|
|
dtype: string |
|
|
- name: notes |
|
|
dtype: string |
|
|
- name: id |
|
|
dtype: string |
|
|
- name: set_id |
|
|
dtype: string |
|
|
- name: variation_id |
|
|
dtype: string |
|
|
- name: vanilla_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: trimmed_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: token_counts |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: int64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: int64 |
|
|
- name: bigscience/bloom |
|
|
dtype: int64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: int64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: int64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: int64 |
|
|
- name: google/byt5-small |
|
|
dtype: int64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: int64 |
|
|
- name: gpt2 |
|
|
dtype: int64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: int64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: int64 |
|
|
- name: mistralai/tekken |
|
|
dtype: int64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: int64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: int64 |
|
|
splits: |
|
|
- name: test |
|
|
num_bytes: 22635 |
|
|
num_examples: 42 |
|
|
download_size: 40728 |
|
|
dataset_size: 22635 |
|
|
- config_name: tokenizer_robustness_completion_english_contractions |
|
|
features: |
|
|
- name: question |
|
|
dtype: string |
|
|
- name: choices |
|
|
list: string |
|
|
- name: answer |
|
|
dtype: int64 |
|
|
- name: answer_label |
|
|
dtype: string |
|
|
- name: split |
|
|
dtype: string |
|
|
- name: subcategories |
|
|
dtype: string |
|
|
- name: category |
|
|
dtype: string |
|
|
- name: lang |
|
|
dtype: string |
|
|
- name: second_lang |
|
|
dtype: string |
|
|
- name: notes |
|
|
dtype: string |
|
|
- name: id |
|
|
dtype: string |
|
|
- name: set_id |
|
|
dtype: string |
|
|
- name: variation_id |
|
|
dtype: string |
|
|
- name: vanilla_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: trimmed_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: token_counts |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: int64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: int64 |
|
|
- name: bigscience/bloom |
|
|
dtype: int64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: int64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: int64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: int64 |
|
|
- name: google/byt5-small |
|
|
dtype: int64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: int64 |
|
|
- name: gpt2 |
|
|
dtype: int64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: int64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: int64 |
|
|
- name: mistralai/tekken |
|
|
dtype: int64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: int64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: int64 |
|
|
splits: |
|
|
- name: test |
|
|
num_bytes: 21918 |
|
|
num_examples: 41 |
|
|
download_size: 38651 |
|
|
dataset_size: 21918 |
|
|
- config_name: tokenizer_robustness_completion_english_date_formats |
|
|
features: |
|
|
- name: question |
|
|
dtype: string |
|
|
- name: choices |
|
|
list: string |
|
|
- name: answer |
|
|
dtype: int64 |
|
|
- name: answer_label |
|
|
dtype: string |
|
|
- name: split |
|
|
dtype: string |
|
|
- name: subcategories |
|
|
dtype: string |
|
|
- name: category |
|
|
dtype: string |
|
|
- name: lang |
|
|
dtype: string |
|
|
- name: second_lang |
|
|
dtype: string |
|
|
- name: notes |
|
|
dtype: string |
|
|
- name: id |
|
|
dtype: string |
|
|
- name: set_id |
|
|
dtype: string |
|
|
- name: variation_id |
|
|
dtype: string |
|
|
- name: vanilla_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: trimmed_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: token_counts |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: int64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: int64 |
|
|
- name: bigscience/bloom |
|
|
dtype: int64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: int64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: int64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: int64 |
|
|
- name: google/byt5-small |
|
|
dtype: int64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: int64 |
|
|
- name: gpt2 |
|
|
dtype: int64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: int64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: int64 |
|
|
- name: mistralai/tekken |
|
|
dtype: int64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: int64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: int64 |
|
|
splits: |
|
|
- name: test |
|
|
num_bytes: 9868 |
|
|
num_examples: 18 |
|
|
download_size: 32012 |
|
|
dataset_size: 9868 |
|
|
- config_name: tokenizer_robustness_completion_english_emoji_substitution |
|
|
features: |
|
|
- name: question |
|
|
dtype: string |
|
|
- name: choices |
|
|
list: string |
|
|
- name: answer |
|
|
dtype: int64 |
|
|
- name: answer_label |
|
|
dtype: string |
|
|
- name: split |
|
|
dtype: string |
|
|
- name: subcategories |
|
|
dtype: string |
|
|
- name: category |
|
|
dtype: string |
|
|
- name: lang |
|
|
dtype: string |
|
|
- name: second_lang |
|
|
dtype: string |
|
|
- name: notes |
|
|
dtype: string |
|
|
- name: id |
|
|
dtype: string |
|
|
- name: set_id |
|
|
dtype: string |
|
|
- name: variation_id |
|
|
dtype: string |
|
|
- name: vanilla_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: trimmed_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: token_counts |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: int64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: int64 |
|
|
- name: bigscience/bloom |
|
|
dtype: int64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: int64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: int64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: int64 |
|
|
- name: google/byt5-small |
|
|
dtype: int64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: int64 |
|
|
- name: gpt2 |
|
|
dtype: int64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: int64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: int64 |
|
|
- name: mistralai/tekken |
|
|
dtype: int64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: int64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: int64 |
|
|
splits: |
|
|
- name: test |
|
|
num_bytes: 23967 |
|
|
num_examples: 44 |
|
|
download_size: 40562 |
|
|
dataset_size: 23967 |
|
|
- config_name: tokenizer_robustness_completion_english_grammatical_errors |
|
|
features: |
|
|
- name: question |
|
|
dtype: string |
|
|
- name: choices |
|
|
list: string |
|
|
- name: answer |
|
|
dtype: int64 |
|
|
- name: answer_label |
|
|
dtype: string |
|
|
- name: split |
|
|
dtype: string |
|
|
- name: subcategories |
|
|
dtype: string |
|
|
- name: category |
|
|
dtype: string |
|
|
- name: lang |
|
|
dtype: string |
|
|
- name: second_lang |
|
|
dtype: string |
|
|
- name: notes |
|
|
dtype: string |
|
|
- name: id |
|
|
dtype: string |
|
|
- name: set_id |
|
|
dtype: string |
|
|
- name: variation_id |
|
|
dtype: string |
|
|
- name: vanilla_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: trimmed_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: token_counts |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: int64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: int64 |
|
|
- name: bigscience/bloom |
|
|
dtype: int64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: int64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: int64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: int64 |
|
|
- name: google/byt5-small |
|
|
dtype: int64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: int64 |
|
|
- name: gpt2 |
|
|
dtype: int64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: int64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: int64 |
|
|
- name: mistralai/tekken |
|
|
dtype: int64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: int64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: int64 |
|
|
splits: |
|
|
- name: test |
|
|
num_bytes: 21411 |
|
|
num_examples: 40 |
|
|
download_size: 39734 |
|
|
dataset_size: 21411 |
|
|
- config_name: tokenizer_robustness_completion_english_historical_spelling |
|
|
features: |
|
|
- name: question |
|
|
dtype: string |
|
|
- name: choices |
|
|
list: string |
|
|
- name: answer |
|
|
dtype: int64 |
|
|
- name: answer_label |
|
|
dtype: string |
|
|
- name: split |
|
|
dtype: string |
|
|
- name: subcategories |
|
|
dtype: string |
|
|
- name: category |
|
|
dtype: string |
|
|
- name: lang |
|
|
dtype: string |
|
|
- name: second_lang |
|
|
dtype: string |
|
|
- name: notes |
|
|
dtype: string |
|
|
- name: id |
|
|
dtype: string |
|
|
- name: set_id |
|
|
dtype: string |
|
|
- name: variation_id |
|
|
dtype: string |
|
|
- name: vanilla_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: trimmed_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: token_counts |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: int64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: int64 |
|
|
- name: bigscience/bloom |
|
|
dtype: int64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: int64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: int64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: int64 |
|
|
- name: google/byt5-small |
|
|
dtype: int64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: int64 |
|
|
- name: gpt2 |
|
|
dtype: int64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: int64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: int64 |
|
|
- name: mistralai/tekken |
|
|
dtype: int64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: int64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: int64 |
|
|
splits: |
|
|
- name: test |
|
|
num_bytes: 21962 |
|
|
num_examples: 40 |
|
|
download_size: 40045 |
|
|
dataset_size: 21962 |
|
|
- config_name: tokenizer_robustness_completion_english_homoglyphs |
|
|
features: |
|
|
- name: question |
|
|
dtype: string |
|
|
- name: choices |
|
|
list: string |
|
|
- name: answer |
|
|
dtype: int64 |
|
|
- name: answer_label |
|
|
dtype: string |
|
|
- name: split |
|
|
dtype: string |
|
|
- name: subcategories |
|
|
dtype: string |
|
|
- name: category |
|
|
dtype: string |
|
|
- name: lang |
|
|
dtype: string |
|
|
- name: second_lang |
|
|
dtype: string |
|
|
- name: notes |
|
|
dtype: string |
|
|
- name: id |
|
|
dtype: string |
|
|
- name: set_id |
|
|
dtype: string |
|
|
- name: variation_id |
|
|
dtype: string |
|
|
- name: vanilla_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: trimmed_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: token_counts |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: int64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: int64 |
|
|
- name: bigscience/bloom |
|
|
dtype: int64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: int64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: int64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: int64 |
|
|
- name: google/byt5-small |
|
|
dtype: int64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: int64 |
|
|
- name: gpt2 |
|
|
dtype: int64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: int64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: int64 |
|
|
- name: mistralai/tekken |
|
|
dtype: int64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: int64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: int64 |
|
|
splits: |
|
|
- name: test |
|
|
num_bytes: 22689 |
|
|
num_examples: 40 |
|
|
download_size: 39100 |
|
|
dataset_size: 22689 |
|
|
- config_name: tokenizer_robustness_completion_english_hyphenated_spelling |
|
|
features: |
|
|
- name: question |
|
|
dtype: string |
|
|
- name: choices |
|
|
list: string |
|
|
- name: answer |
|
|
dtype: int64 |
|
|
- name: answer_label |
|
|
dtype: string |
|
|
- name: split |
|
|
dtype: string |
|
|
- name: subcategories |
|
|
dtype: string |
|
|
- name: category |
|
|
dtype: string |
|
|
- name: lang |
|
|
dtype: string |
|
|
- name: second_lang |
|
|
dtype: string |
|
|
- name: notes |
|
|
dtype: string |
|
|
- name: id |
|
|
dtype: string |
|
|
- name: set_id |
|
|
dtype: string |
|
|
- name: variation_id |
|
|
dtype: string |
|
|
- name: vanilla_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: trimmed_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: token_counts |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: int64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: int64 |
|
|
- name: bigscience/bloom |
|
|
dtype: int64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: int64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: int64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: int64 |
|
|
- name: google/byt5-small |
|
|
dtype: int64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: int64 |
|
|
- name: gpt2 |
|
|
dtype: int64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: int64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: int64 |
|
|
- name: mistralai/tekken |
|
|
dtype: int64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: int64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: int64 |
|
|
splits: |
|
|
- name: test |
|
|
num_bytes: 23104 |
|
|
num_examples: 40 |
|
|
download_size: 41503 |
|
|
dataset_size: 23104 |
|
|
- config_name: tokenizer_robustness_completion_english_inflections |
|
|
features: |
|
|
- name: question |
|
|
dtype: string |
|
|
- name: choices |
|
|
list: string |
|
|
- name: answer |
|
|
dtype: int64 |
|
|
- name: answer_label |
|
|
dtype: string |
|
|
- name: split |
|
|
dtype: string |
|
|
- name: subcategories |
|
|
dtype: string |
|
|
- name: category |
|
|
dtype: string |
|
|
- name: lang |
|
|
dtype: string |
|
|
- name: second_lang |
|
|
dtype: string |
|
|
- name: notes |
|
|
dtype: string |
|
|
- name: id |
|
|
dtype: string |
|
|
- name: set_id |
|
|
dtype: string |
|
|
- name: variation_id |
|
|
dtype: string |
|
|
- name: vanilla_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: trimmed_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: token_counts |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: int64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: int64 |
|
|
- name: bigscience/bloom |
|
|
dtype: int64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: int64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: int64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: int64 |
|
|
- name: google/byt5-small |
|
|
dtype: int64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: int64 |
|
|
- name: gpt2 |
|
|
dtype: int64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: int64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: int64 |
|
|
- name: mistralai/tekken |
|
|
dtype: int64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: int64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: int64 |
|
|
splits: |
|
|
- name: test |
|
|
num_bytes: 7330 |
|
|
num_examples: 14 |
|
|
download_size: 31848 |
|
|
dataset_size: 7330 |
|
|
- config_name: tokenizer_robustness_completion_english_keyboard_proximity_errors |
|
|
features: |
|
|
- name: question |
|
|
dtype: string |
|
|
- name: choices |
|
|
list: string |
|
|
- name: answer |
|
|
dtype: int64 |
|
|
- name: answer_label |
|
|
dtype: string |
|
|
- name: split |
|
|
dtype: string |
|
|
- name: subcategories |
|
|
dtype: string |
|
|
- name: category |
|
|
dtype: string |
|
|
- name: lang |
|
|
dtype: string |
|
|
- name: second_lang |
|
|
dtype: string |
|
|
- name: notes |
|
|
dtype: string |
|
|
- name: id |
|
|
dtype: string |
|
|
- name: set_id |
|
|
dtype: string |
|
|
- name: variation_id |
|
|
dtype: string |
|
|
- name: vanilla_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: trimmed_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: token_counts |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: int64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: int64 |
|
|
- name: bigscience/bloom |
|
|
dtype: int64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: int64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: int64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: int64 |
|
|
- name: google/byt5-small |
|
|
dtype: int64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: int64 |
|
|
- name: gpt2 |
|
|
dtype: int64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: int64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: int64 |
|
|
- name: mistralai/tekken |
|
|
dtype: int64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: int64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: int64 |
|
|
splits: |
|
|
- name: test |
|
|
num_bytes: 21709 |
|
|
num_examples: 41 |
|
|
download_size: 39820 |
|
|
dataset_size: 21709 |
|
|
- config_name: tokenizer_robustness_completion_english_letter_repetition_for_emphasis |
|
|
features: |
|
|
- name: question |
|
|
dtype: string |
|
|
- name: choices |
|
|
list: string |
|
|
- name: answer |
|
|
dtype: int64 |
|
|
- name: answer_label |
|
|
dtype: string |
|
|
- name: split |
|
|
dtype: string |
|
|
- name: subcategories |
|
|
dtype: string |
|
|
- name: category |
|
|
dtype: string |
|
|
- name: lang |
|
|
dtype: string |
|
|
- name: second_lang |
|
|
dtype: string |
|
|
- name: notes |
|
|
dtype: string |
|
|
- name: id |
|
|
dtype: string |
|
|
- name: set_id |
|
|
dtype: string |
|
|
- name: variation_id |
|
|
dtype: string |
|
|
- name: vanilla_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: trimmed_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: token_counts |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: int64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: int64 |
|
|
- name: bigscience/bloom |
|
|
dtype: int64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: int64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: int64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: int64 |
|
|
- name: google/byt5-small |
|
|
dtype: int64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: int64 |
|
|
- name: gpt2 |
|
|
dtype: int64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: int64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: int64 |
|
|
- name: mistralai/tekken |
|
|
dtype: int64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: int64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: int64 |
|
|
splits: |
|
|
- name: test |
|
|
num_bytes: 23047 |
|
|
num_examples: 41 |
|
|
download_size: 40349 |
|
|
dataset_size: 23047 |
|
|
- config_name: tokenizer_robustness_completion_english_lowercase |
|
|
features: |
|
|
- name: question |
|
|
dtype: string |
|
|
- name: choices |
|
|
list: string |
|
|
- name: answer |
|
|
dtype: int64 |
|
|
- name: answer_label |
|
|
dtype: string |
|
|
- name: split |
|
|
dtype: string |
|
|
- name: subcategories |
|
|
dtype: string |
|
|
- name: category |
|
|
dtype: string |
|
|
- name: lang |
|
|
dtype: string |
|
|
- name: second_lang |
|
|
dtype: string |
|
|
- name: notes |
|
|
dtype: string |
|
|
- name: id |
|
|
dtype: string |
|
|
- name: set_id |
|
|
dtype: string |
|
|
- name: variation_id |
|
|
dtype: string |
|
|
- name: vanilla_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: trimmed_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: token_counts |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: int64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: int64 |
|
|
- name: bigscience/bloom |
|
|
dtype: int64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: int64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: int64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: int64 |
|
|
- name: google/byt5-small |
|
|
dtype: int64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: int64 |
|
|
- name: gpt2 |
|
|
dtype: int64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: int64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: int64 |
|
|
- name: mistralai/tekken |
|
|
dtype: int64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: int64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: int64 |
|
|
splits: |
|
|
- name: test |
|
|
num_bytes: 20307 |
|
|
num_examples: 38 |
|
|
download_size: 37855 |
|
|
dataset_size: 20307 |
|
|
- config_name: tokenizer_robustness_completion_english_macron_diacritic |
|
|
features: |
|
|
- name: question |
|
|
dtype: string |
|
|
- name: choices |
|
|
list: string |
|
|
- name: answer |
|
|
dtype: int64 |
|
|
- name: answer_label |
|
|
dtype: string |
|
|
- name: split |
|
|
dtype: string |
|
|
- name: subcategories |
|
|
dtype: string |
|
|
- name: category |
|
|
dtype: string |
|
|
- name: lang |
|
|
dtype: string |
|
|
- name: second_lang |
|
|
dtype: string |
|
|
- name: notes |
|
|
dtype: string |
|
|
- name: id |
|
|
dtype: string |
|
|
- name: set_id |
|
|
dtype: string |
|
|
- name: variation_id |
|
|
dtype: string |
|
|
- name: vanilla_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: trimmed_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: token_counts |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: int64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: int64 |
|
|
- name: bigscience/bloom |
|
|
dtype: int64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: int64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: int64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: int64 |
|
|
- name: google/byt5-small |
|
|
dtype: int64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: int64 |
|
|
- name: gpt2 |
|
|
dtype: int64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: int64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: int64 |
|
|
- name: mistralai/tekken |
|
|
dtype: int64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: int64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: int64 |
|
|
splits: |
|
|
- name: test |
|
|
num_bytes: 25871 |
|
|
num_examples: 40 |
|
|
download_size: 42278 |
|
|
dataset_size: 25871 |
|
|
- config_name: tokenizer_robustness_completion_english_ocr_errors |
|
|
features: |
|
|
- name: question |
|
|
dtype: string |
|
|
- name: choices |
|
|
list: string |
|
|
- name: answer |
|
|
dtype: int64 |
|
|
- name: answer_label |
|
|
dtype: string |
|
|
- name: split |
|
|
dtype: string |
|
|
- name: subcategories |
|
|
dtype: string |
|
|
- name: category |
|
|
dtype: string |
|
|
- name: lang |
|
|
dtype: string |
|
|
- name: second_lang |
|
|
dtype: string |
|
|
- name: notes |
|
|
dtype: string |
|
|
- name: id |
|
|
dtype: string |
|
|
- name: set_id |
|
|
dtype: string |
|
|
- name: variation_id |
|
|
dtype: string |
|
|
- name: vanilla_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: trimmed_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: token_counts |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: int64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: int64 |
|
|
- name: bigscience/bloom |
|
|
dtype: int64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: int64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: int64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: int64 |
|
|
- name: google/byt5-small |
|
|
dtype: int64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: int64 |
|
|
- name: gpt2 |
|
|
dtype: int64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: int64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: int64 |
|
|
- name: mistralai/tekken |
|
|
dtype: int64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: int64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: int64 |
|
|
splits: |
|
|
- name: test |
|
|
num_bytes: 22235 |
|
|
num_examples: 42 |
|
|
download_size: 40820 |
|
|
dataset_size: 22235 |
|
|
- config_name: tokenizer_robustness_completion_english_orthographic_errors |
|
|
features: |
|
|
- name: question |
|
|
dtype: string |
|
|
- name: choices |
|
|
list: string |
|
|
- name: answer |
|
|
dtype: int64 |
|
|
- name: answer_label |
|
|
dtype: string |
|
|
- name: split |
|
|
dtype: string |
|
|
- name: subcategories |
|
|
dtype: string |
|
|
- name: category |
|
|
dtype: string |
|
|
- name: lang |
|
|
dtype: string |
|
|
- name: second_lang |
|
|
dtype: string |
|
|
- name: notes |
|
|
dtype: string |
|
|
- name: id |
|
|
dtype: string |
|
|
- name: set_id |
|
|
dtype: string |
|
|
- name: variation_id |
|
|
dtype: string |
|
|
- name: vanilla_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: trimmed_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: token_counts |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: int64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: int64 |
|
|
- name: bigscience/bloom |
|
|
dtype: int64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: int64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: int64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: int64 |
|
|
- name: google/byt5-small |
|
|
dtype: int64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: int64 |
|
|
- name: gpt2 |
|
|
dtype: int64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: int64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: int64 |
|
|
- name: mistralai/tekken |
|
|
dtype: int64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: int64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: int64 |
|
|
splits: |
|
|
- name: test |
|
|
num_bytes: 43643 |
|
|
num_examples: 80 |
|
|
download_size: 49627 |
|
|
dataset_size: 43643 |
|
|
- config_name: tokenizer_robustness_completion_english_scripted_text |
|
|
features: |
|
|
- name: question |
|
|
dtype: string |
|
|
- name: choices |
|
|
list: string |
|
|
- name: answer |
|
|
dtype: int64 |
|
|
- name: answer_label |
|
|
dtype: string |
|
|
- name: split |
|
|
dtype: string |
|
|
- name: subcategories |
|
|
dtype: string |
|
|
- name: category |
|
|
dtype: string |
|
|
- name: lang |
|
|
dtype: string |
|
|
- name: second_lang |
|
|
dtype: string |
|
|
- name: notes |
|
|
dtype: string |
|
|
- name: id |
|
|
dtype: string |
|
|
- name: set_id |
|
|
dtype: string |
|
|
- name: variation_id |
|
|
dtype: string |
|
|
- name: vanilla_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: trimmed_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: token_counts |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: int64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: int64 |
|
|
- name: bigscience/bloom |
|
|
dtype: int64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: int64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: int64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: int64 |
|
|
- name: google/byt5-small |
|
|
dtype: int64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: int64 |
|
|
- name: gpt2 |
|
|
dtype: int64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: int64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: int64 |
|
|
- name: mistralai/tekken |
|
|
dtype: int64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: int64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: int64 |
|
|
splits: |
|
|
- name: test |
|
|
num_bytes: 27700 |
|
|
num_examples: 40 |
|
|
download_size: 42142 |
|
|
dataset_size: 27700 |
|
|
- config_name: tokenizer_robustness_completion_english_similar_words |
|
|
features: |
|
|
- name: question |
|
|
dtype: string |
|
|
- name: choices |
|
|
list: string |
|
|
- name: answer |
|
|
dtype: int64 |
|
|
- name: answer_label |
|
|
dtype: string |
|
|
- name: split |
|
|
dtype: string |
|
|
- name: subcategories |
|
|
dtype: string |
|
|
- name: category |
|
|
dtype: string |
|
|
- name: lang |
|
|
dtype: string |
|
|
- name: second_lang |
|
|
dtype: string |
|
|
- name: notes |
|
|
dtype: string |
|
|
- name: id |
|
|
dtype: string |
|
|
- name: set_id |
|
|
dtype: string |
|
|
- name: variation_id |
|
|
dtype: string |
|
|
- name: vanilla_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: trimmed_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: token_counts |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: int64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: int64 |
|
|
- name: bigscience/bloom |
|
|
dtype: int64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: int64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: int64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: int64 |
|
|
- name: google/byt5-small |
|
|
dtype: int64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: int64 |
|
|
- name: gpt2 |
|
|
dtype: int64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: int64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: int64 |
|
|
- name: mistralai/tekken |
|
|
dtype: int64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: int64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: int64 |
|
|
splits: |
|
|
- name: test |
|
|
num_bytes: 42951 |
|
|
num_examples: 74 |
|
|
download_size: 47994 |
|
|
dataset_size: 42951 |
|
|
- config_name: tokenizer_robustness_completion_english_space_removal |
|
|
features: |
|
|
- name: question |
|
|
dtype: string |
|
|
- name: choices |
|
|
list: string |
|
|
- name: answer |
|
|
dtype: int64 |
|
|
- name: answer_label |
|
|
dtype: string |
|
|
- name: split |
|
|
dtype: string |
|
|
- name: subcategories |
|
|
dtype: string |
|
|
- name: category |
|
|
dtype: string |
|
|
- name: lang |
|
|
dtype: string |
|
|
- name: second_lang |
|
|
dtype: string |
|
|
- name: notes |
|
|
dtype: string |
|
|
- name: id |
|
|
dtype: string |
|
|
- name: set_id |
|
|
dtype: string |
|
|
- name: variation_id |
|
|
dtype: string |
|
|
- name: vanilla_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: trimmed_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: token_counts |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: int64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: int64 |
|
|
- name: bigscience/bloom |
|
|
dtype: int64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: int64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: int64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: int64 |
|
|
- name: google/byt5-small |
|
|
dtype: int64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: int64 |
|
|
- name: gpt2 |
|
|
dtype: int64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: int64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: int64 |
|
|
- name: mistralai/tekken |
|
|
dtype: int64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: int64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: int64 |
|
|
splits: |
|
|
- name: test |
|
|
num_bytes: 20441 |
|
|
num_examples: 40 |
|
|
download_size: 39744 |
|
|
dataset_size: 20441 |
|
|
- config_name: tokenizer_robustness_completion_english_spaced_styling |
|
|
features: |
|
|
- name: question |
|
|
dtype: string |
|
|
- name: choices |
|
|
list: string |
|
|
- name: answer |
|
|
dtype: int64 |
|
|
- name: answer_label |
|
|
dtype: string |
|
|
- name: split |
|
|
dtype: string |
|
|
- name: subcategories |
|
|
dtype: string |
|
|
- name: category |
|
|
dtype: string |
|
|
- name: lang |
|
|
dtype: string |
|
|
- name: second_lang |
|
|
dtype: string |
|
|
- name: notes |
|
|
dtype: string |
|
|
- name: id |
|
|
dtype: string |
|
|
- name: set_id |
|
|
dtype: string |
|
|
- name: variation_id |
|
|
dtype: string |
|
|
- name: vanilla_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: trimmed_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: token_counts |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: int64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: int64 |
|
|
- name: bigscience/bloom |
|
|
dtype: int64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: int64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: int64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: int64 |
|
|
- name: google/byt5-small |
|
|
dtype: int64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: int64 |
|
|
- name: gpt2 |
|
|
dtype: int64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: int64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: int64 |
|
|
- name: mistralai/tekken |
|
|
dtype: int64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: int64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: int64 |
|
|
splits: |
|
|
- name: test |
|
|
num_bytes: 23738 |
|
|
num_examples: 40 |
|
|
download_size: 41512 |
|
|
dataset_size: 23738 |
|
|
- config_name: tokenizer_robustness_completion_english_spelled_out |
|
|
features: |
|
|
- name: question |
|
|
dtype: string |
|
|
- name: choices |
|
|
list: string |
|
|
- name: answer |
|
|
dtype: int64 |
|
|
- name: answer_label |
|
|
dtype: string |
|
|
- name: split |
|
|
dtype: string |
|
|
- name: subcategories |
|
|
dtype: string |
|
|
- name: category |
|
|
dtype: string |
|
|
- name: lang |
|
|
dtype: string |
|
|
- name: second_lang |
|
|
dtype: string |
|
|
- name: notes |
|
|
dtype: string |
|
|
- name: id |
|
|
dtype: string |
|
|
- name: set_id |
|
|
dtype: string |
|
|
- name: variation_id |
|
|
dtype: string |
|
|
- name: vanilla_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: trimmed_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: token_counts |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: int64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: int64 |
|
|
- name: bigscience/bloom |
|
|
dtype: int64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: int64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: int64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: int64 |
|
|
- name: google/byt5-small |
|
|
dtype: int64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: int64 |
|
|
- name: gpt2 |
|
|
dtype: int64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: int64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: int64 |
|
|
- name: mistralai/tekken |
|
|
dtype: int64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: int64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: int64 |
|
|
splits: |
|
|
- name: test |
|
|
num_bytes: 8091 |
|
|
num_examples: 15 |
|
|
download_size: 30689 |
|
|
dataset_size: 8091 |
|
|
- config_name: tokenizer_robustness_completion_english_superscript_subscript_styling |
|
|
features: |
|
|
- name: question |
|
|
dtype: string |
|
|
- name: choices |
|
|
list: string |
|
|
- name: answer |
|
|
dtype: int64 |
|
|
- name: answer_label |
|
|
dtype: string |
|
|
- name: split |
|
|
dtype: string |
|
|
- name: subcategories |
|
|
dtype: string |
|
|
- name: category |
|
|
dtype: string |
|
|
- name: lang |
|
|
dtype: string |
|
|
- name: second_lang |
|
|
dtype: string |
|
|
- name: notes |
|
|
dtype: string |
|
|
- name: id |
|
|
dtype: string |
|
|
- name: set_id |
|
|
dtype: string |
|
|
- name: variation_id |
|
|
dtype: string |
|
|
- name: vanilla_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: trimmed_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: token_counts |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: int64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: int64 |
|
|
- name: bigscience/bloom |
|
|
dtype: int64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: int64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: int64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: int64 |
|
|
- name: google/byt5-small |
|
|
dtype: int64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: int64 |
|
|
- name: gpt2 |
|
|
dtype: int64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: int64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: int64 |
|
|
- name: mistralai/tekken |
|
|
dtype: int64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: int64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: int64 |
|
|
splits: |
|
|
- name: test |
|
|
num_bytes: 25705 |
|
|
num_examples: 40 |
|
|
download_size: 41912 |
|
|
dataset_size: 25705 |
|
|
- config_name: tokenizer_robustness_completion_english_web_search_query |
|
|
features: |
|
|
- name: question |
|
|
dtype: string |
|
|
- name: choices |
|
|
list: string |
|
|
- name: answer |
|
|
dtype: int64 |
|
|
- name: answer_label |
|
|
dtype: string |
|
|
- name: split |
|
|
dtype: string |
|
|
- name: subcategories |
|
|
dtype: string |
|
|
- name: category |
|
|
dtype: string |
|
|
- name: lang |
|
|
dtype: string |
|
|
- name: second_lang |
|
|
dtype: string |
|
|
- name: notes |
|
|
dtype: string |
|
|
- name: id |
|
|
dtype: string |
|
|
- name: set_id |
|
|
dtype: string |
|
|
- name: variation_id |
|
|
dtype: string |
|
|
- name: vanilla_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: trimmed_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: token_counts |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: int64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: int64 |
|
|
- name: bigscience/bloom |
|
|
dtype: int64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: int64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: int64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: int64 |
|
|
- name: google/byt5-small |
|
|
dtype: int64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: int64 |
|
|
- name: gpt2 |
|
|
dtype: int64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: int64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: int64 |
|
|
- name: mistralai/tekken |
|
|
dtype: int64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: int64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: int64 |
|
|
splits: |
|
|
- name: test |
|
|
num_bytes: 18991 |
|
|
num_examples: 37 |
|
|
download_size: 38294 |
|
|
dataset_size: 18991 |
|
|
- config_name: tokenizer_robustness_completion_english_word_reordering |
|
|
features: |
|
|
- name: question |
|
|
dtype: string |
|
|
- name: choices |
|
|
list: string |
|
|
- name: answer |
|
|
dtype: int64 |
|
|
- name: answer_label |
|
|
dtype: string |
|
|
- name: split |
|
|
dtype: string |
|
|
- name: subcategories |
|
|
dtype: string |
|
|
- name: category |
|
|
dtype: string |
|
|
- name: lang |
|
|
dtype: string |
|
|
- name: second_lang |
|
|
dtype: string |
|
|
- name: notes |
|
|
dtype: string |
|
|
- name: id |
|
|
dtype: string |
|
|
- name: set_id |
|
|
dtype: string |
|
|
- name: variation_id |
|
|
dtype: string |
|
|
- name: vanilla_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: trimmed_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: token_counts |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: int64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: int64 |
|
|
- name: bigscience/bloom |
|
|
dtype: int64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: int64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: int64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: int64 |
|
|
- name: google/byt5-small |
|
|
dtype: int64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: int64 |
|
|
- name: gpt2 |
|
|
dtype: int64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: int64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: int64 |
|
|
- name: mistralai/tekken |
|
|
dtype: int64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: int64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: int64 |
|
|
splits: |
|
|
- name: test |
|
|
num_bytes: 21498 |
|
|
num_examples: 40 |
|
|
download_size: 39384 |
|
|
dataset_size: 21498 |
|
|
configs: |
|
|
- config_name: tokenizer_robustness_completion_english_abbreviations |
|
|
data_files: |
|
|
- split: test |
|
|
path: tokenizer_robustness_completion_english_abbreviations/test-* |
|
|
- config_name: tokenizer_robustness_completion_english_canonical |
|
|
data_files: |
|
|
- split: test |
|
|
path: tokenizer_robustness_completion_english_canonical/test-* |
|
|
- config_name: tokenizer_robustness_completion_english_capitalization |
|
|
data_files: |
|
|
- split: test |
|
|
path: tokenizer_robustness_completion_english_capitalization/test-* |
|
|
- config_name: tokenizer_robustness_completion_english_character_deletion |
|
|
data_files: |
|
|
- split: test |
|
|
path: tokenizer_robustness_completion_english_character_deletion/test-* |
|
|
- config_name: tokenizer_robustness_completion_english_character_substitution |
|
|
data_files: |
|
|
- split: test |
|
|
path: tokenizer_robustness_completion_english_character_substitution/test-* |
|
|
- config_name: tokenizer_robustness_completion_english_colloquial |
|
|
data_files: |
|
|
- split: test |
|
|
path: tokenizer_robustness_completion_english_colloquial/test-* |
|
|
- config_name: tokenizer_robustness_completion_english_compounds |
|
|
data_files: |
|
|
- split: test |
|
|
path: tokenizer_robustness_completion_english_compounds/test-* |
|
|
- config_name: tokenizer_robustness_completion_english_contractions |
|
|
data_files: |
|
|
- split: test |
|
|
path: tokenizer_robustness_completion_english_contractions/test-* |
|
|
- config_name: tokenizer_robustness_completion_english_date_formats |
|
|
data_files: |
|
|
- split: test |
|
|
path: tokenizer_robustness_completion_english_date_formats/test-* |
|
|
- config_name: tokenizer_robustness_completion_english_emoji_substitution |
|
|
data_files: |
|
|
- split: test |
|
|
path: tokenizer_robustness_completion_english_emoji_substitution/test-* |
|
|
- config_name: tokenizer_robustness_completion_english_grammatical_errors |
|
|
data_files: |
|
|
- split: test |
|
|
path: tokenizer_robustness_completion_english_grammatical_errors/test-* |
|
|
- config_name: tokenizer_robustness_completion_english_historical_spelling |
|
|
data_files: |
|
|
- split: test |
|
|
path: tokenizer_robustness_completion_english_historical_spelling/test-* |
|
|
- config_name: tokenizer_robustness_completion_english_homoglyphs |
|
|
data_files: |
|
|
- split: test |
|
|
path: tokenizer_robustness_completion_english_homoglyphs/test-* |
|
|
- config_name: tokenizer_robustness_completion_english_hyphenated_spelling |
|
|
data_files: |
|
|
- split: test |
|
|
path: tokenizer_robustness_completion_english_hyphenated_spelling/test-* |
|
|
- config_name: tokenizer_robustness_completion_english_inflections |
|
|
data_files: |
|
|
- split: test |
|
|
path: tokenizer_robustness_completion_english_inflections/test-* |
|
|
- config_name: tokenizer_robustness_completion_english_keyboard_proximity_errors |
|
|
data_files: |
|
|
- split: test |
|
|
path: tokenizer_robustness_completion_english_keyboard_proximity_errors/test-* |
|
|
- config_name: tokenizer_robustness_completion_english_letter_repetition_for_emphasis |
|
|
data_files: |
|
|
- split: test |
|
|
path: tokenizer_robustness_completion_english_letter_repetition_for_emphasis/test-* |
|
|
- config_name: tokenizer_robustness_completion_english_lowercase |
|
|
data_files: |
|
|
- split: test |
|
|
path: tokenizer_robustness_completion_english_lowercase/test-* |
|
|
- config_name: tokenizer_robustness_completion_english_macron_diacritic |
|
|
data_files: |
|
|
- split: test |
|
|
path: tokenizer_robustness_completion_english_macron_diacritic/test-* |
|
|
- config_name: tokenizer_robustness_completion_english_ocr_errors |
|
|
data_files: |
|
|
- split: test |
|
|
path: tokenizer_robustness_completion_english_ocr_errors/test-* |
|
|
- config_name: tokenizer_robustness_completion_english_orthographic_errors |
|
|
data_files: |
|
|
- split: test |
|
|
path: tokenizer_robustness_completion_english_orthographic_errors/test-* |
|
|
- config_name: tokenizer_robustness_completion_english_scripted_text |
|
|
data_files: |
|
|
- split: test |
|
|
path: tokenizer_robustness_completion_english_scripted_text/test-* |
|
|
- config_name: tokenizer_robustness_completion_english_similar_words |
|
|
data_files: |
|
|
- split: test |
|
|
path: tokenizer_robustness_completion_english_similar_words/test-* |
|
|
- config_name: tokenizer_robustness_completion_english_space_removal |
|
|
data_files: |
|
|
- split: test |
|
|
path: tokenizer_robustness_completion_english_space_removal/test-* |
|
|
- config_name: tokenizer_robustness_completion_english_spaced_styling |
|
|
data_files: |
|
|
- split: test |
|
|
path: tokenizer_robustness_completion_english_spaced_styling/test-* |
|
|
- config_name: tokenizer_robustness_completion_english_spelled_out |
|
|
data_files: |
|
|
- split: test |
|
|
path: tokenizer_robustness_completion_english_spelled_out/test-* |
|
|
- config_name: tokenizer_robustness_completion_english_superscript_subscript_styling |
|
|
data_files: |
|
|
- split: test |
|
|
path: tokenizer_robustness_completion_english_superscript_subscript_styling/test-* |
|
|
- config_name: tokenizer_robustness_completion_english_web_search_query |
|
|
data_files: |
|
|
- split: test |
|
|
path: tokenizer_robustness_completion_english_web_search_query/test-* |
|
|
- config_name: tokenizer_robustness_completion_english_word_reordering |
|
|
data_files: |
|
|
- split: test |
|
|
path: tokenizer_robustness_completion_english_word_reordering/test-* |
|
|
--- |
|
|
|
|
|
# Dataset Card for Tokenization Robustness |
|
|
|
|
|
<!-- Provide a quick summary of the dataset. --> |
|
|
|
|
|
A comprehensive evaluation dataset for testing robustness of different tokenization strategies. |
|
|
|
|
|
## Dataset Details |
|
|
|
|
|
### Dataset Description |
|
|
|
|
|
<!-- Provide a longer summary of what this dataset is. --> |
|
|
|
|
|
This dataset evaluates how robust language models are to different tokenization strategies and edge cases. It includes text completion questions with multiple choice answers designed to test various aspects of tokenization handling. |
|
|
|
|
|
- **Curated by:** R3 |
|
|
- **Funded by [optional]:** [More Information Needed] |
|
|
- **Shared by [optional]:** [More Information Needed] |
|
|
- **Language(s) (NLP):** [More Information Needed] |
|
|
- **License:** cc |
|
|
|
|
|
### Dataset Sources [optional] |
|
|
|
|
|
<!-- Provide the basic links for the dataset. --> |
|
|
|
|
|
- **Repository:** [More Information Needed] |
|
|
- **Paper [optional]:** [More Information Needed] |
|
|
- **Demo [optional]:** [More Information Needed] |
|
|
|
|
|
## Uses |
|
|
|
|
|
<!-- Address questions around how the dataset is intended to be used. --> |
|
|
|
|
|
### Direct Use |
|
|
|
|
|
<!-- This section describes suitable use cases for the dataset. --> |
|
|
|
|
|
[More Information Needed] |
|
|
|
|
|
### Out-of-Scope Use |
|
|
|
|
|
<!-- This section addresses misuse, malicious use, and uses that the dataset will not work well for. --> |
|
|
|
|
|
[More Information Needed] |
|
|
|
|
|
## Dataset Structure |
|
|
|
|
|
<!-- This section provides a description of the dataset fields, and additional information about the dataset structure such as criteria used to create the splits, relationships between data points, etc. --> |
|
|
|
|
|
The dataset contains multiple-choice questions with associated metadata about tokenization types and categories. |
|
|
|
|
|
## Dataset Creation |
|
|
|
|
|
### Curation Rationale |
|
|
|
|
|
<!-- Motivation for the creation of this dataset. --> |
|
|
|
|
|
[More Information Needed] |
|
|
|
|
|
### Source Data |
|
|
|
|
|
<!-- This section describes the source data (e.g. news text and headlines, social media posts, translated sentences, ...). --> |
|
|
|
|
|
#### Data Collection and Processing |
|
|
|
|
|
<!-- This section describes the data collection and processing process such as data selection criteria, filtering and normalization methods, tools and libraries used, etc. --> |
|
|
|
|
|
[More Information Needed] |
|
|
|
|
|
#### Who are the source data producers? |
|
|
|
|
|
<!-- This section describes the people or systems who originally created the data. It should also include self-reported demographic or identity information for the source data creators if this information is available. --> |
|
|
|
|
|
[More Information Needed] |
|
|
|
|
|
### Annotations [optional] |
|
|
|
|
|
<!-- If the dataset contains annotations which are not part of the initial data collection, use this section to describe them. --> |
|
|
|
|
|
#### Annotation process |
|
|
|
|
|
<!-- This section describes the annotation process such as annotation tools used in the process, the amount of data annotated, annotation guidelines provided to the annotators, interannotator statistics, annotation validation, etc. --> |
|
|
|
|
|
[More Information Needed] |
|
|
|
|
|
#### Who are the annotators? |
|
|
|
|
|
<!-- This section describes the people or systems who created the annotations. --> |
|
|
|
|
|
[More Information Needed] |
|
|
|
|
|
#### Personal and Sensitive Information |
|
|
|
|
|
<!-- State whether the dataset contains data that might be considered personal, sensitive, or private (e.g., data that reveals addresses, uniquely identifiable names or aliases, racial or ethnic origins, sexual orientations, religious beliefs, political opinions, financial or health data, etc.). If efforts were made to anonymize the data, describe the anonymization process. --> |
|
|
|
|
|
[More Information Needed] |
|
|
|
|
|
## Bias, Risks, and Limitations |
|
|
|
|
|
<!-- This section is meant to convey both technical and sociotechnical limitations. --> |
|
|
|
|
|
The dataset focuses primarily on English text and may not generalize to other languages or tokenization schemes not covered in the evaluation. |
|
|
|
|
|
### Recommendations |
|
|
|
|
|
<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. --> |
|
|
|
|
|
Users should be made aware of the risks, biases and limitations of the dataset. More information needed for further recommendations. |
|
|
|
|
|
## Citation [optional] |
|
|
|
|
|
<!-- If there is a paper or blog post introducing the dataset, the APA and Bibtex information for that should go in this section. --> |
|
|
|
|
|
**BibTeX:** |
|
|
|
|
|
[More Information Needed] |
|
|
|
|
|
**APA:** |
|
|
|
|
|
[More Information Needed] |
|
|
|
|
|
## Glossary [optional] |
|
|
|
|
|
<!-- If relevant, include terms and calculations in this section that can help readers understand the dataset or dataset card. --> |
|
|
|
|
|
[More Information Needed] |
|
|
|
|
|
## More Information [optional] |
|
|
|
|
|
[More Information Needed] |
|
|
|
|
|
## Dataset Card Authors [optional] |
|
|
|
|
|
[More Information Needed] |
|
|
|
|
|
## Dataset Card Contact |
|
|
|
|
|
[More Information Needed] |
