Mmastodon TechnologySoftware first seen 2 d ago, last 2 d ago, peak #3
Soup tool lets 4GB laptop GPUs train 8B LLMs
Original: Train an 8B LLM on a 4GB Laptop GPU: Hands-On with Soup TL;DR Soup eliminates... # ai # opensource # python # localai #
A hands-on write-up describes Soup, an open-source Python tool that makes it possible to train an 8-billion-parameter language model on a laptop GPU with only 4GB of VRAM. The project claims to eliminate the usual memory bottleneck that keeps large model training off consumer hardware, and it is being shared within the local AI and open-source developer community as a way to make model training accessible on modest machines.
Why now: Running and training large language models on cheap consumer hardware is a major point of interest in the local AI community right now.
Evidence
- Train an 8B LLM on a 4GB Laptop GPU: Hands-On with Soup TL;DR Soup eliminates... # ai # opensource # python # localai # software # coding # development # engineering # inclusive # community Train an 8B LLM on a 4GB Laptop GPU: Hands-On with Soup · hackaday@www.urbanmind.net · 3
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