README.md: Add 3rd Party Inference Speed Dashboard #2244
Conversation
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Hi TensorRT-LLM team, As an NVIDIA Inception startup, I would like to add a community link resource about an inference speed dashboard. The inference speed dashboard feature includes: Comprehensive benchmarks with several optimization techniques like FP16, FP8, INT8-weight-only, and INT4-weight-only. Comprehensive benchmarks with model architectures like Llama3-8b, Gemma2-27b, RecurrentGemma-9b, and Mamba2-2.7b. Comprehensive batch sizes, input lengths, and output lengths. Batch sizes range from 1 to 32 (128 for Mamba), and input and output lengths range from 32 to 4096. Additionally, I plan to publish the source code (website) and benchmark script by the end of this year.
|
Hi @matichon-vultureprime, we're discussing the best way to manage community highlights -- thanks for the PR and your patience! |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Hi TensorRT-LLM team,
As an NVIDIA Inception startup,
I would like to add a community link resource about an inference speed dashboard.
The inference speed dashboard feature includes:
Additionally, I plan to publish the source code (website) and benchmark script by the end of this year.