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UniReason Qwen3 14B Think SFT by ReasoningTransferability

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  Arxiv:2507.00432   Autotrain compatible   Conversational   Dataset:math   Dataset:reasoning Distill from qwen3-32b-instruc...   En   Endpoints compatible   Math-reasoning   Qwen3   Region:us   Research-paper   Safetensors   Sharded   Tensorflow   Transferability
Model Card on HF 🤗: https://huggingface.co/ReasoningTransferability/UniReason-Qwen3-14B-think-SFT 

UniReason Qwen3 14B Think SFT Benchmarks

LLME Score: 0.25029
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
UniReason Qwen3 14B Think SFT (ReasoningTransferability/UniReason-Qwen3-14B-think-SFT)
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UniReason Qwen3 14B Think SFT Parameters and Internals

LLM NameUniReason Qwen3 14B Think SFT
Repository 🤗https://huggingface.co/ReasoningTransferability/UniReason-Qwen3-14B-think-SFT 
Base Model(s)  Qwen3-14B-Base   /Qwen3-14B-Base
Model Size14b
Required VRAM29.5 GB
Updated2025-08-26
MaintainerReasoningTransferability
Model Typeqwen3
Model Files  5.0 GB: 1-of-6   5.0 GB: 2-of-6   4.9 GB: 3-of-6   5.0 GB: 4-of-6   4.9 GB: 5-of-6   4.7 GB: 6-of-6   0.0 GB
Supported Languagesen
Model ArchitectureQwen3ForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.52.4
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151936
Torch Data Typebfloat16
Errorsreplace

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Note: green Score (e.g. "73.2") means that the model is better than ReasoningTransferability/UniReason-Qwen3-14B-think-SFT.

Rank the UniReason Qwen3 14B Think SFT Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
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