finetuning reviews and mentions
Posts with mentions or reviews of finetuning.
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Fine-tuning LLM on a laptop: VRAM - Shared Memory - GPU Load - Performance
GPU load is not the only factor and is not the most important one in determining the total execution time. I.e. I could see 100W usage when trying out Galore PEFT method. Yet it was way slower with the same dataset and similar params.
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Fine-tuning LLM on your laptop: VRAM vs Shared Memory vs GPU Load, Performance Considerations
I used Stable LM 2 1.6B base model and turned it into a chat model using 4400 samples from OASTT2 dataset. Here is the training file.
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The primary programming language of finetuning is Jupyter Notebook.
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