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Llama-int8 Alternatives
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llama-int8 reviews and mentions
- My new home server. :)
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Show HN: Llama-dl – high-speed download of LLaMA, Facebook's 65B GPT model
If anyone is interested in running this at home, please follow the llama-int8 project [1]. LLM.int8() is a recent development allowing LLMs to run in half the memory without loss of performance [2]. Note that at the end of [2]'s abstract, the authors state "This result makes such models much more accessible, for example making it possible to use OPT-175B/BLOOM on a single server with consumer GPUs. We open-source our software." I'm very thankful we have researchers like this further democratizing access to this data and prying it out of the hands of the gatekeepers who wish to monetize it.
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[D] First glance at LLaMA
To add a bit more context, the code other people linked (https://github.com/tloen/llama-int8) assumes single GPU. So if you want to run it on 2x3090, you'll need to modify it a bit:
- [D] Is it possible to run Meta's LLaMA 65B model on consumer-grade hardware?
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A note from our sponsor - WorkOS
workos.com | 18 Apr 2024
Stats
tloen/llama-int8 is an open source project licensed under GNU General Public License v3.0 only which is an OSI approved license.
The primary programming language of llama-int8 is Python.