microsoft / DeepSpeedExamples

Example models using DeepSpeed
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Deepspeed support finetune extra model with lora ? #890

Open wanghongqu opened 2 months ago

wanghongqu commented 2 months ago

Deepspeed support finetune extra model with lora ?

Ekundayo39283 commented 2 months ago

Yes, DeepSpeed supports fine-tuning extra-large models like LoRA efficiently. DeepSpeed provides various optimizations for training and inference, including memory optimization, distributed training, and mixed precision training, which can be beneficial when fine-tuning large models like LoRA. You can leverage DeepSpeed's capabilities to accelerate the fine-tuning process and manage memory effectively.