Text Generation
llama-cpp-python
GGUF
llama.cpp
Mixture of Experts
ssd-offload
smallthinker
expert-paging
low-ram
Instructions to use HelloSun/SmallThinker4b with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- llama-cpp-python
How to use HelloSun/SmallThinker4b with llama-cpp-python:
# !pip install llama-cpp-python from llama_cpp import Llama llm = Llama.from_pretrained( repo_id="HelloSun/SmallThinker4b", filename="{{GGUF_FILE}}", )output = llm( "Once upon a time,", max_tokens=512, echo=True ) print(output)
- Notebooks
- Google Colab
- Kaggle
Commit History
9 days ago
-
v10: model card 加上完整實測數據(記憶體/速度/SSD/權重組成);修 pager expert 總量高估 7% 的 bug
Auto Upload Agentf279c31 -
v9: STATUS/README 補上 SSD 讀取能力與實測成果
Auto Upload Agent833ef4d -
init
cfaea13d