Make turbomind support embedding inputs on GPU #3177
Merged
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
lvhan028
approved these changes
Feb 24, 2025
|
Are you using the |
I use the |
irexyc
approved these changes
Feb 24, 2025
tastelikefeet
added a commit
to tastelikefeet/lmdeploy
that referenced
this pull request
Feb 25, 2025
…oad_state_dict * commit 'f6f7a5d707e3ccbc69af10babf1c9afcaf72a402': fix deepseekv2 has no attribute use_mla error (InternLM#3188) fix blocked fp8 moe (InternLM#3181) [Feature] support deepseek-vl2 for pytorch engine (InternLM#3149) make turbomind support gpu embedding inputs (InternLM#3177) fix temperature=0 (InternLM#3176) Update qwen2.py (InternLM#3174) Fix tool call prompt for InternLM and Qwen (InternLM#3156) Use pad_token_id as image_token_id for vl models (InternLM#3158) fix default temperature value (InternLM#3166) fix min length penalty (InternLM#3150) update cuda runtime package dependencies (InternLM#3142) fix typing (InternLM#3153) support deepseekv2 for maca backend. (InternLM#2918) fix the issue that stop_token may be less than defined in model.py (InternLM#3148) [fix] fix vl gradio, use pipeline api and remove interactive chat (InternLM#3136) [feature] add dlinfer w8a8 support. (InternLM#2988) Use aiohttp inside proxy server && add --disable-cache-status argument (InternLM#3020) support eos_token list in turbomind (InternLM#3044)
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Outdated suggestions cannot be applied.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.
Motivation
The current implementation of turbomind only supports embedding inputs on the CPU. When embedding inputs are too large, the CPU can become a bottleneck. This PR aims to enable support for embedding inputs on the GPU, thereby alleviating the CPU bottleneck.
Modification
Checklist