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Any plan on updating bloom benchmark? #33

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DRL36 opened this issue Sep 6, 2023 · 1 comment
Closed

Any plan on updating bloom benchmark? #33

DRL36 opened this issue Sep 6, 2023 · 1 comment

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@DRL36
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DRL36 commented Sep 6, 2023

Hi casper, this is amazing work! I saw you already have bloom model supported, do you happen to run any benchmark on it? If so, can you update the benchmark numbers? Thanks a lot!
@casper-hansen
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Hi casper, this is amazing work! I saw you already have bloom model supported, do you happen to run any benchmark on it? If so, can you update the benchmark numbers? Thanks a lot!

Hi @DRL36. Optimization of all models is an ongoing task. Bloom does not yet have fused layers and uses ALiBi, which not many have optimized yet. I welcome all PRs for optimization, though!

I would estimate (only estimate) Bloom 7B to run at 50-60 tokens/s on a slow GPU+CPU combination and up to 100 tokens/s if you test with an RTX 4090 + i9 13900k. Note that CPU is also very important for high speed.

@casper-hansen casper-hansen closed this as not planned Won't fix, can't repro, duplicate, stale Sep 13, 2023
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@DRL36 @casper-hansen