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Follow-up on: #104
Previous approach had to be reverted due to significant performance regression.
This PR is based on vllm/TGI's approach and no performance regression is observed in my local testing.
w/ llama 7b fp16 on A100,
Before:
Throughput: 10.96 requests/s, 5241.24 tokens/s
After:
Throughput: 11.00 requests/s, 5259.99 tokens/s