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  - full
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  - generated_from_trainer
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  model-index:
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- - name: finance-rea-v4
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  results: []
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  ---
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- <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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- should probably proofread and complete it, then remove this comment. -->
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- # qwen3-fin-reasoning-v3
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- This model is a fine-tuned version of [Qwen/Qwen3-8Bb968826d9c46dd6066d109eabc6255188de91218](https://huggingface.co/Qwen/Qwen3-8Bb968826d9c46dd6066d109eabc6255188de91218) on the finance-reasoning-v4-16k dataset.
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- ## Model description
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- More information needed
 
 
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- ## Intended uses & limitations
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- More information needed
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- ## Training and evaluation data
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- More information needed
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- ## Training procedure
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- ### Training hyperparameters
 
 
 
 
 
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  The following hyperparameters were used during training:
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  - learning_rate: 1e-05
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  - lr_scheduler_warmup_ratio: 0.1
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  - num_epochs: 3.0
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- ### Training results
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-
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-
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-
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  ### Framework versions
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  - Transformers 4.55.0
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  - Pytorch 2.6.0+cu124
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  - Datasets 3.2.0
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- - Tokenizers 0.21.0
 
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  - full
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  - generated_from_trainer
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  model-index:
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+ - name: ODA-Fin-SFT-8B
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  results: []
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  ---
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+ # Unlocking Data Value in Finance: A Study on Distillation and Difficulty-Aware Training
 
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+ <div align="center">
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+ [![Paper](https://img.shields.io/badge/arXiv-Paper-red)](https://arxiv.org/abs/2601.21821)
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+ [![Homepage](https://img.shields.io/badge/Homepage-MMFineReason-blue)](https://mmfinereason.github.io/)
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+ [![Collections](https://img.shields.io/badge/馃-Collections-yellow)](https://huggingface.co/collections/OpenDataArena/mmfinereason)
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+ </div>
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+ ![Alt text](main_performance.png)
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+ ## 馃摉 Overview
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+ This repository provides ODA-Fin-SFT-8B; detailed dataset information is available at https://huggingface.co/datasets/OpenDataArena/ODA-Fin-SFT-318k.
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+
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+ ## 馃搱 Main Performance
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+
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+ <!-- ### Training hyperparameters
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  The following hyperparameters were used during training:
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  - learning_rate: 1e-05
 
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  - lr_scheduler_warmup_ratio: 0.1
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  - num_epochs: 3.0
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  ### Framework versions
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  - Transformers 4.55.0
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  - Pytorch 2.6.0+cu124
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  - Datasets 3.2.0
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+ - Tokenizers 0.21.0 -->