📖 [Story] Support LLM models end-end inference
Open
@peri044 is already working on this.
Since Jun 13, 2024.
Story
story: LLM & Generative AI
- Dominant language
- Python
- Stars
- 3k
- Forks
- 410
- Avg merge
- 3d 18h
- Merged PRs (30d)
- 78
Description
TL;DR
Configuration: llm_examples_main branch and transformers version == 4.41.2
Support LLM models. Here's two of them and more are being tested internally.
- GPT2
- Llama2
- Llama3
Goal(s)
End-End compilation of LLM models
Tasks
### Tasks
- [ ] https://github.com/pytorch/TensorRT/issues/2912
- [ ] https://github.com/pytorch/TensorRT/issues/2913
- [ ] https://github.com/pytorch/pytorch/issues/128548
- [ ] https://github.com/pytorch/pytorch/issues/128385
- [ ] https://github.com/pytorch/pytorch/issues/124502
- [ ] https://github.com/pytorch/TensorRT/issues/2916
- [ ] https://github.com/pytorch/TensorRT/issues/2922
- [ ] https://github.com/pytorch/pytorch/issues/129423
- [ ] https://github.com/pytorch/TensorRT/issues/2964
Additional context
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Assessment
This issue has not been assessed yet.