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richardhuo-nv committed Jun 13, 2025
commit 9470c01fde6ea32b764a8b008ea7d19b15be3a0f
2 changes: 1 addition & 1 deletion examples/tensorrt_llm/README.md
Original file line number Diff line number Diff line change
Expand Up @@ -143,7 +143,7 @@ dynamo serve graphs.agg:Frontend -f configs/deepseek_r1/mtp/mtp_agg.yaml
Notes:
- MTP is only available within the container built with the experimental TensorRT-LLM commit. Please add --use-default-experimental-tensorrtllm-commit to the arguments of the build.sh script.

ex: `./container/build.sh --framework tensorrtllm --use-default-experimental-tensorrtllm-commit`
Example: `./container/build.sh --framework tensorrtllm --use-default-experimental-tensorrtllm-commit`

- There is a noticeable latency for the first two inference requests. Please send warm-up requests before starting the benchmark.
- MTP performance may vary depending on the acceptance rate of predicted tokens, which is dependent on the dataset or queries used while benchmarking. Additionally, `ignore_eos` should generally be omitted or set to `false` when using MTP to avoid speculating garbage outputs and getting unrealistic acceptance rates.
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