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---
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library_name: transformers
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tags:
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- Inductive
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- Reasoning
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datasets:
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- nsadeq/redis_generate_rule_alignment
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- nsadeq/redis_generate_rule_sft
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- nsadeq/redis_follow_rule_sft
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language:
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base_model:
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- Qwen/Qwen2.5-7B-Instruct
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pipeline_tag: text-generation
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---
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}
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---
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library_name: transformers
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tags:
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- Inductive
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- Reasoning
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datasets:
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- nsadeq/redis_generate_rule_alignment
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- nsadeq/redis_generate_rule_sft
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- nsadeq/redis_follow_rule_sft
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language:
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- zho
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- eng
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- fra
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- spa
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- por
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- deu
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- ita
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- rus
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- jpn
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- kor
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- vie
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- tha
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- ara
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base_model:
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- Qwen/Qwen2.5-7B-Instruct
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pipeline_tag: text-generation
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---
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---
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library_name: transformers
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tags:
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- Inductive
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- Reasoning
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language:
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- en
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base_model:
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- Qwen/Qwen2.5-7B-Instruct
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pipeline_tag: text-generation
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---
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# Model Card for Model ID
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ReDis-Llama is trained for improved inductive reasoning performance.
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### Model Description
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- **Developed by:** Nafis Sadeq
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- **Language(s) (NLP):** English
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- **Finetuned from model:** Qwen/Qwen2.5-7B-Instruct
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### Model Sources [optional]
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- **Repository:** https://github.com/NafisSadeq/reasoning-distillation
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- **Paper:** https://arxiv.org/abs/2504.10647
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## How to Get Started with the Model
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Follow the instructions here: https://github.com/NafisSadeq/reasoning-distillation
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## Training Details
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Training details can be found in the paper: https://arxiv.org/abs/2504.10647
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## Environmental Impact
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- **Hardware Type:** 2 × 48 GB Nvidia RTX A6000 GPUs
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- **Hours used:** 72 hours
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### Model Architecture and Objective
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This model has the same architecture as Qwen/Qwen2.5-7B-Instruct
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### Compute Infrastructure
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2 × 48 GB Nvidia RTX A6000 GPUs
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## Citation
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If you use this model, please cite the following paper.
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@misc{sadeq2025improvingincontextlearningreasoning,
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title={Improving In-Context Learning with Reasoning Distillation},
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author={Nafis Sadeq and Xin Xu and Zhouhang Xie and Julian McAuley and Byungkyu Kang and Prarit Lamba and Xiang Gao},
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year={2025},
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eprint={2504.10647},
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archivePrefix={arXiv},
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primaryClass={cs.CL},
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url={https://arxiv.org/abs/2504.10647},
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}
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