Fine-Tuning Llama with SWIFT, Unsloth Alternative for Multi

unsloth pro  It also includes a comprehensive Adapters library featuring the latest techniques such as NEFTune, LoRA+, and LLaMA-PRO These adapters can pro Colab: https: Generate text2cypher dataset source code: https:github

尚未开源的Unsloth Pro与Max版本，有着更强劲的训练效率的提升。 目前开源版本的Unsloth，仅支持单机单卡训练，且仅支持Llama2、Llama3、Mistral 加速训练：通过优化算法和硬件利用，提高训练速度2-5倍，Unsloth Pro版本甚至可达30倍。 · 减少显存占用：最大可减少显存占用80%，使得更多用户能在有限资源下

Unsloth is free and Apache 2 open source licensed, is faster, uses 70% less VRAM, has 0% degradation in accuracy for QLoRA and Unsloth % % ! ! ! ! Table 2: Compatibility between the fine-tuning tech- niques featured in LLAMAFACTORY 3 Efficient Fine-