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SmallThinker 3B Preview by PowerInfer

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  Autotrain compatible Base model:finetune:qwen/qwen2... Base model:qwen/qwen2.5-3b-ins...   Conversational Dataset:powerinfer/longcot-ref... Dataset:powerinfer/qwq-longcot...   En   Endpoints compatible   Instruct   Qwen2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/PowerInfer/SmallThinker-3B-Preview 

SmallThinker 3B Preview Benchmarks

MMLU Pro: 22.42
GPQA: 1.45
MUSR: 3.59
BBH: 22.06
IFEval: 62 vs 88 (so35)-29.5%
MATH Lvl 5: 5.89
LLME Score: 0.48841
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
SmallThinker 3B Preview (PowerInfer/SmallThinker-3B-Preview)

SmallThinker 3B Preview Parameters and Internals

LLM NameSmallThinker 3B Preview
Repository 🤗https://huggingface.co/PowerInfer/SmallThinker-3B-Preview 
Base Model(s)  Qwen/Qwen2.5-3B-Instruct   Qwen/Qwen2.5-3B-Instruct
Model Size3b
Required VRAM6.8 GB
Updated2025-02-05
MaintainerPowerInfer
Model Typeqwen2
Instruction-BasedYes
Model Files  5.0 GB: 1-of-2   1.8 GB: 2-of-2   0.0 GB   0.0 GB
Model ArchitectureQwen2ForCausalLM
Context Length32768
Model Max Length32768
Transformers Version4.43.4
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151936
Torch Data Typebfloat16
Errorsreplace

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Rank the SmallThinker 3B Preview 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 v20241227
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