MakazhanAlpamys / Soup

Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.

活跃维护 Apache 2.0 Python Tracked
3.6k 554 10 小时前
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python fine-tuning gguf huggingface llm lora ollama peft qlora cli dpo llmops local-llm machine-learning sft transformers pytorch consumer-gpu local-ai low-vram
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项目摘要

MakazhanAlpamys/Soup: Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.

为什么值得关注

Growing community with 3,542 stars, frequent releases.

优势

  • Continuous integration configured
  • Test suite present
  • Open source (Apache-2.0)

局限性

  • Limited documentation
分析模型：fallback | 分析时间：11 小时前