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Supporting Mixtral in gpt-fast through torch.compile - faster decoding than any non-Groq endpoint(!)
Feb. 27, 2024, 2:27 a.m. | /u/programmerChilli
Machine Learning www.reddit.com
Since then, we also recently added a Mixtral implementation to gpt-fast as well. Check it out here: https://github.com/pytorch-labs/gpt-fast/tree/main/mixtral-moe
Featuring
- (!) no custom kernels
- int8 and tensor-parallelism support
- still very simple (<150 LOC to support)
- faster decoding than any (non-Groq) API endpoint, at up to 220 tok/s/user.
I also wrote a longer-form explanation of the …
api decoding faster groq loc machinelearning merging simple support tensor work
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