Fine-Tuning LLMs Using a Local GPU on Windows

Fine-Tuning LLMs Using a Local GPU on Windows unsloth multi gpu number of GPUs faster than FA2 20% less memory than OSS Multi GPU support Up to 8 GPUS support For any usecase unsloth Enterprise Unlock 30x faster unsloth pro unslothmistral-7b, max_seq_length=max_seq_length, dtype=None Liger-Kernel: Increase 20% throughput and reduces 60% memory for multi-GPU training

unsloth pro Peak Memory Usage on a Multi GPU System System, GPU, Alpaca , LAION OIG , Open Assistant , SlimOrca *

unsloth multi gpu For high-scale fine-tuning, data-center class computers with multiple GPUs are often required In this post I'll use the popular Unsloth Linux multi-gpu setup Also, since apparently a larger batch size was working before I would also recommend trying to reproduce this setup to see