Akhil-Theerthala nielsr HF Staff commited on
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Update pipeline tag to text-generation and add paper link (#1)

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- Update pipeline tag to text-generation and add paper link (349c13599f0a59f13e51f29abfe66768adf5fff6)


Co-authored-by: Niels Rogge <[email protected]>

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  1. README.md +11 -13
README.md CHANGED
@@ -1,13 +1,13 @@
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  ---
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- license: mit
 
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  datasets:
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  - Akhil-Theerthala/Kuvera-PersonalFinance-V2.1
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  language:
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  - en
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- base_model:
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- - Qwen/Qwen3-8B
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- pipeline_tag: question-answering
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  library_name: transformers
 
 
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  tags:
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  - finance
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  - personal_finance
@@ -17,7 +17,7 @@ tags:
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  # Kuvera 8B
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- This model is a fine-tuned version of `Qwen/Qwen3-8B` designed to answer personal finance queries. It has been trained on a specialized dataset of real Reddit queries with synthetically curated responses, focusing on understanding both the financial necessities and the psychological context of the user.
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  ## Model Description
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@@ -68,13 +68,11 @@ The model was fine-tuned on the `Akhil-Theerthala/Personal-Finance-Queries` data
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  ---
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  ## Citation
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- ```BibTex
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- @misc{akhil_theerthala_2025,
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- author = { Akhil Theerthala },
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- title = { Kuvera-8B-qwen3-v0.2.1 (Revision a3bd5bf) },
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- year = 2025,
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- url = { https://huggingface.co/Akhil-Theerthala/Kuvera-8B-qwen3-v0.2.1 },
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- doi = { 10.57967/hf/6201 },
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- publisher = { Hugging Face }
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  }
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  ```
 
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  ---
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+ base_model:
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+ - Qwen/Qwen3-8B
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  datasets:
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  - Akhil-Theerthala/Kuvera-PersonalFinance-V2.1
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  language:
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  - en
 
 
 
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  library_name: transformers
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+ license: mit
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+ pipeline_tag: text-generation
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  tags:
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  - finance
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  - personal_finance
 
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  # Kuvera 8B
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+ This model is a fine-tuned version of `Qwen/Qwen3-8B` designed to answer personal finance queries, as presented in the paper [Synthesizing Behaviorally-Grounded Reasoning Chains: A Data-Generation Framework for Personal Finance LLMs](https://huggingface.co/papers/2509.14180). It has been trained on a specialized dataset of real Reddit queries with synthetically curated responses, focusing on understanding both the financial necessities and the psychological context of the user.
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  ## Model Description
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  ---
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  ## Citation
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+ ```bibtex
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+ @article{theerthala2025synthesizing,
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+ title={Synthesizing Behaviorally-Grounded Reasoning Chains: A Data-Generation Framework for Personal Finance LLMs},
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+ author={Theerthala, Akhil and others},
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+ journal={arXiv preprint arXiv:2509.14180},
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+ year={2025}
 
 
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  }
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  ```