unsloth

Unsloth: 2-5x faster LoRA/QLoRA fine-tuning, less VRAM.

[Fine-TuningUnslothFastTraining

PoorRican

0

peft-fine-tuning

Parameter-efficient fine-tuning for LLMs using LoRA, QLoRA, and 25+ methods. Use when fine-tuning large models (7B-70B) with limited GPU memory, when you need to train <1% of parameters with minimal accuracy loss, or for multi-adapter serving. HuggingFace's official library integrated with transformers ecosystem.

[Fine-TuningPEFTLoRAQLoRA

PoorRican

0

axolotl

Axolotl: YAML LLM fine-tuning (LoRA, DPO, GRPO).

[Fine-TuningAxolotlLLMLoRA

PoorRican

0