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SmallThinker 4BA0.6B Instruct by PowerInfer

By PowerInfer · 347 downloads

SmallThinker 4BA0.6B Instruct is an open-source language model by PowerInfer. Features: 4b LLM, VRAM: 8.5GB, Context: 32K, License: apache-2.0, Instruction-Based, LLM Explorer Score: 0.21.

  Arxiv:2507.20984   Conversational   Custom code   En   Feature-extraction   Instruct   Region:us   Safetensors   Sharded   Smallthinker   Tensorflow

SmallThinker 4BA0.6B Instruct Parameters and Internals

LLM NameSmallThinker 4BA0.6B Instruct
Repository πŸ€—https://huggingface.co/PowerInfer/SmallThinker-4BA0.6B-Instruct 
Model Namesmallthinker_4b_instruct
Model Size4b
Required VRAM8.5 GB
Updated2025-09-23
MaintainerPowerInfer
Model Typesmallthinker
Instruction-BasedYes
Model Files  5.0 GB: 1-of-2   3.5 GB: 2-of-2   0.1 GB
Supported Languagesen
Model ArchitectureSmallThinkerForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.53.3
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 PowerInfer/SmallThinker-4BA0.6B-Instruct.