End of training

README.md

@@ -0,0 +1,69 @@
+---
+library_name: transformers
+license: apache-2.0
+base_model: distilbert/distilbert-base-uncased
+tags:
+- generated_from_trainer
+metrics:
+- precision
+- recall
+- f1
+- accuracy
+model-index:
+- name: my_awesome_wnut_model
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+# my_awesome_wnut_model
+
+This model is a fine-tuned version of [distilbert/distilbert-base-uncased](https://huggingface.co/distilbert/distilbert-base-uncased) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.1176
+- Precision: 0.3223
+- Recall: 0.2889
+- F1: 0.3047
+- Accuracy: 0.9671
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 2e-05
+- train_batch_size: 16
+- eval_batch_size: 16
+- seed: 42
+- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
+- lr_scheduler_type: linear
+- num_epochs: 3
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1     | Accuracy |
+|:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:------:|:--------:|
+| No log        | 1.0   | 37   | 0.1255          | 0.2105    | 0.1778 | 0.1928 | 0.9676   |
+| No log        | 2.0   | 74   | 0.1204          | 0.2881    | 0.2519 | 0.2688 | 0.9669   |
+| No log        | 3.0   | 111  | 0.1176          | 0.3223    | 0.2889 | 0.3047 | 0.9671   |
+
+
+### Framework versions
+
+- Transformers 4.48.0
+- Pytorch 2.6.0+cu124
+- Datasets 2.14.4
+- Tokenizers 0.21.2

config.json

@@ -0,0 +1,34 @@
+{
+  "_name_or_path": "distilbert/distilbert-base-uncased",
+  "activation": "gelu",
+  "architectures": [
+    "DistilBertForTokenClassification"
+  ],
+  "attention_dropout": 0.1,
+  "dim": 768,
+  "dropout": 0.1,
+  "hidden_dim": 3072,
+  "id2label": {
+    "0": "O",
+    "1": "B-ENTITY",
+    "2": "I-ENTITY"
+  },
+  "initializer_range": 0.02,
+  "label2id": {
+    "B-ENTITY": 1,
+    "I-ENTITY": 2,
+    "O": 0
+  },
+  "max_position_embeddings": 512,
+  "model_type": "distilbert",
+  "n_heads": 12,
+  "n_layers": 6,
+  "pad_token_id": 0,
+  "qa_dropout": 0.1,
+  "seq_classif_dropout": 0.2,
+  "sinusoidal_pos_embds": false,
+  "tie_weights_": true,
+  "torch_dtype": "float32",
+  "transformers_version": "4.48.0",
+  "vocab_size": 30522
+}

model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:14367c497e71388cfebfda2c06e1c5979e87da8d76c449b6d465a3a56ee3df68
+size 265473092

runs/Jul13_23-41-42_ea68994bd6cb/events.out.tfevents.1752450103.ea68994bd6cb.9476.4

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fd828414142ec6a9b4258263795508b429d060ab1a082b471e3071c6f4dee1a8
+size 5097

runs/Jul13_23-59-48_ea68994bd6cb/events.out.tfevents.1752451189.ea68994bd6cb.9476.5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4fabcf6ba4d122701c92572f5731893a8bd4aeea8499981c436db1e94b6db669
+size 5057

runs/Jul14_00-00-13_ea68994bd6cb/events.out.tfevents.1752451213.ea68994bd6cb.9476.6

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e2dcf69c824be95b820d91ffb018f5256709ac58dbb9bf3be7515278484b8588
+size 5057

runs/Jul14_00-02-37_ea68994bd6cb/events.out.tfevents.1752451358.ea68994bd6cb.9476.7

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d995be99793faff7406b480d0be52c683604fc967e4b6f4ed2f34683bea1d5e2
+size 5057

runs/Jul14_00-04-40_ea68994bd6cb/events.out.tfevents.1752451481.ea68994bd6cb.9476.8

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5b12911eec73e135dce972593fc3bab499026eb54b08e598b2fe130c60da369e
+size 5056

runs/Jul14_00-05-12_ea68994bd6cb/events.out.tfevents.1752451512.ea68994bd6cb.9476.9

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:422ccf39166d3e5f71afcbe5fb6cdd8bf9ecba3aa8e73fb66b41b739894a08c1
+size 6330

runs/Jul14_00-20-04_ea68994bd6cb/events.out.tfevents.1752452405.ea68994bd6cb.9476.10

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:42942cb9a0dd4f5368e079e0ba03587d0393e7e08de26e7f91760da09ff2063f
+size 6370

runs/Jul14_00-32-08_ea68994bd6cb/events.out.tfevents.1752453129.ea68994bd6cb.9476.11

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0b1fd4ecd7595c440a0507f80cc3557c6b712ce978d7f8245a18d0cda1b0bf32
+size 6370

runs/Jul14_00-37-34_ea68994bd6cb/events.out.tfevents.1752453455.ea68994bd6cb.9476.12

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cc2ed46416aa30479bd6e6543a14c042fb2a7069b4438097428d1a0634d2e122
+size 6370

runs/Jul14_00-38-50_ea68994bd6cb/events.out.tfevents.1752453531.ea68994bd6cb.9476.13

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:13ab305ffd6fd1c77a8461fc3c8d2ce290ebd2270025c23d3efbb88535c07ad3
+size 6832

special_tokens_map.json

@@ -0,0 +1,7 @@
+{
+  "cls_token": "[CLS]",
+  "mask_token": "[MASK]",
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "unk_token": "[UNK]"
+}

tokenizer_config.json

@@ -0,0 +1,56 @@
+{
+  "added_tokens_decoder": {
+    "0": {
+      "content": "[PAD]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "100": {
+      "content": "[UNK]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "101": {
+      "content": "[CLS]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "102": {
+      "content": "[SEP]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "103": {
+      "content": "[MASK]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "clean_up_tokenization_spaces": false,
+  "cls_token": "[CLS]",
+  "do_lower_case": true,
+  "extra_special_tokens": {},
+  "mask_token": "[MASK]",
+  "model_max_length": 512,
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "strip_accents": null,
+  "tokenize_chinese_chars": true,
+  "tokenizer_class": "DistilBertTokenizer",
+  "unk_token": "[UNK]"
+}

training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f00798244c45c344061dad147cef044f59f7ffa8b0c7c653f2cda5268d1c6844
+size 5368