accelerate launch -m axolotl.cli.inference ./mistral-7b-training/config.yml --lora_model_dir="./models/mistral-7b-fine-tuned/" --gradio 使用Llama-Factory 进行微调的步骤 另一种无代码微调的方法是使用 Llama-Factory。Llama-Factory 具
•它是一种旨在加速LLM(Language Learning Model)训练过程的训练方法。•它通过引入一对秩分解权重矩阵来帮助减少内存消耗。它将LLM的权重矩阵分解为低秩矩阵。这减少了需要训练的参数数量,同时仍保持原始模型的性能。•这些权重矩阵被添加到已存在的权重矩阵(预训练的)中。 与LoRA相关的重要概念 •预训练权重的...
Liger (LinkedIn GPU Efficient Runtime) Kernel is a collection of Triton kernels designed specifically for LLM training. It can effectively increase multi-GPU training throughput by 20% and reduces memory usage by 60%. The Liger Kernel composes well and is compatible with both FSDP and Deepspeed...
Liger (LinkedIn GPU Efficient Runtime) Kernel is a collection of Triton kernels designed specifically for LLM training. It can effectively increase multi-GPU training throughput by 20% and reduces memory usage by 60%. The Liger Kernel composes well and is compatible with both FSDP and Deepspeed...
Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, DeepSeek, Mixtral, Gemma, Phi, MiniCPM, Qwen-VL, MiniCPM-V, etc.) on Intel XPU (e.g., local PC with iGPU and NPU, discrete GPU such as Arc, Flex and Max); seamlessly integrate
Liger (LinkedIn GPU Efficient Runtime) Kernel is a collection of Triton kernels designed specifically for LLM training. It can effectively increase multi-GPU training throughput by 20% and reduces memory usage by 60%. The Liger Kernel composes well and is compatible with both FSDP and Deepspeed...
Liger (LinkedIn GPU Efficient Runtime) Kernel is a collection of Triton kernels designed specifically for LLM training. It can effectively increase multi-GPU training throughput by 20% and reduces memory usage by 60%. The Liger Kernel composes well and is compatible with both FSDP and Deepspeed...
Liger (LinkedIn GPU Efficient Runtime) Kernel is a collection of Triton kernels designed specifically for LLM training. It can effectively increase multi-GPU training throughput by 20% and reduces memory usage by 60%. The Liger Kernel composes well and is compatible with both FSDP and Deepspeed...
Please check that this issue hasn't been reported before. I searched previous Bug Reports didn't find any similar reports. Expected Behavior The GRPO training as detailed in the docs should just work (launch vllm srv command and launch t...
Liger Kernel: Efficient Triton Kernels for LLM Traininghttps://github.com/linkedin/Liger-KernelLiger (LinkedIn GPU Efficient Runtime) Kernel is a collection of Triton kernels designed specifically for LLM training. It can effectively increase multi-GPU training throughput by 20% and reduces memory ...