llm-training

SKILL.md

Frameworks and techniques for training and finetuning large language models.

| Framework | Best For | Multi-GPU | Memory Efficient |

| Accelerate | Simple distributed | Yes | Basic | | DeepSpeed | Large models, ZeRO | Yes | Excellent | | PyTorch Lightning | Clean training loops | Yes | Good | | Ray Train | Scalable, multi-node | Yes | Good | | TRL | RLHF, reward modeling | Yes | Good | | Unsloth | Fast LoRA finetuning | Limited | Excellent |

Verwendung bei „Training LLM“, „Finetuning“, „RLHF“, „Distributed Training“, „DeepSpeed“, „Accelerate“, „PyTorch Lightning“, „Ray Train“, „TRL“, „Unsloth“, „LoRA Training“, „Flash Attention“, „Gradient Checkpointing“ Quelle: eyadsibai/ltk.

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