Comments (1)
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.
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