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Satori SFT 7B by Satori-reasoning

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  Arxiv:2502.02508   Autotrain compatible Base model:finetune:qwen/qwen2... Base model:qwen/qwen2.5-math-7...   Conversational Dataset:satori-reasoning/sator...   Endpoints compatible   Qwen2   Region:us   Safetensors   Sharded   Tensorboard   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Satori-reasoning/Satori-SFT-7B 

Satori SFT 7B Benchmarks

LLME Score: 0.27887
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
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Satori SFT 7B Parameters and Internals

LLM NameSatori SFT 7B
Repository 🤗https://huggingface.co/Satori-reasoning/Satori-SFT-7B 
Base Model(s)  Qwen/Qwen2.5-Math-7B   Qwen/Qwen2.5-Math-7B
Model Size7b
Required VRAM15.2 GB
Updated2025-06-09
MaintainerSatori-reasoning
Model Typeqwen2
Model Files  4.9 GB: 1-of-4   4.9 GB: 2-of-4   4.3 GB: 3-of-4   1.1 GB: 4-of-4   0.0 GB
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.45.2
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size152064
Torch Data Typebfloat16
Errorsreplace
Satori SFT 7B (Satori-reasoning/Satori-SFT-7B)

Best Alternatives to Satori SFT 7B

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Context / RAM
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Qwen2.5 7B Instruct 1M986K / 15.4 GB1204830329
Qwen2.5 7B RRP 1M986K / 15.2 GB4476
Hush Qwen2.5 7B Preview986K / 15.2 GB850
Hush Qwen2.5 7B V1.1986K / 15.2 GB141
Hush Qwen2.5 7B V1.2986K / 15.2 GB121
Hush Qwen2.5 7B V1.4986K / 15.2 GB131
Hush Qwen2.5 7B V1.3986K / 15.2 GB142
Hush Qwen2.5 7B RP V1.4 1M986K / 15.2 GB142
Qwen2.5 7B Preview986K / 15.2 GB110
Qwen 2.5 7B Exp Sce986K / 15.2 GB122
Note: green Score (e.g. "73.2") means that the model is better than Satori-reasoning/Satori-SFT-7B.

Rank the Satori SFT 7B 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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Release v20241124
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