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HelloSun
/
SmallThinker4b_EPQ

Text Generation
llama-cpp-python
GGUF
llama.cpp
Mixture of Experts
ssd-offload
smallthinker
expert-paging
low-ram
Model card Files Files and versions
xet
Community

Instructions to use HelloSun/SmallThinker4b_EPQ with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • llama-cpp-python

    How to use HelloSun/SmallThinker4b_EPQ with llama-cpp-python:

    # !pip install llama-cpp-python
    
    from llama_cpp import Llama
    
    llm = Llama.from_pretrained(
    	repo_id="HelloSun/SmallThinker4b_EPQ",
    	filename="{{GGUF_FILE}}",
    )
    
    output = llm(
    	"Once upon a time,",
    	max_tokens=512,
    	echo=True
    )
    print(output)
  • Notebooks
  • Google Colab
  • Kaggle
SmallThinker4b_EPQ / validate
15.9 kB
Ctrl+K
Ctrl+K
  • 2 contributors
History: 6 commits
Auto Upload Agent
v8: 修 io_probe 的 pread 計數 bug(SSD 337/667/1328/2558 MB/s)+ launcher arena 語意修正
84fbb3b 22 days ago
  • ab-test.json
    13.7 kB
    v5: 移除臨時診斷;A/B 驗證 512/256/128MB 全部 all_passed=true 22 days ago
  • io-probe.json
    696 Bytes
    v8: 修 io_probe 的 pread 計數 bug(SSD 337/667/1328/2558 MB/s)+ launcher arena 語意修正 22 days ago
  • last-run.json
    1.51 kB
    v8: 修 io_probe 的 pread 計數 bug(SSD 337/667/1328/2558 MB/s)+ launcher arena 語意修正 22 days ago