huggingface / huggingface/candle

Quantized-t5 models on Cuda

Open
#2,266 2 comments 3 reactions 0 assignees View on GitHub
Dominant language
Rust
Stars
21k
Forks
1.8k
Avg merge
16h 42m
Merged PRs (30d)
25

Description

Hello!
Are there any plans on implementing quantized-t5 models on CUDA devices?
I'm looking for a couple of days to find the solution or implement a CUDA support for https://github.com/huggingface/candle/blob/main/candle-examples/examples/quantized-t5/main.rs but I couldn't figure it out.
Would be great to be able to run the customized and quantized-t5 models with GPU support.

Contributor guide

No contributing guide indexed for this repository

Research direction

Start with candle-examples/examples/quantized-t5/main.rs and trace how quantized T5 execution currently selects its device. Compare that path with the repository's CUDA support, then determine the missing integration needed for GPU execution. Done means customized and quantized T5 models run successfully on CUDA devices.

Written by the indexing model from the issue text.

Assessment

Tech stack
rust
Domain
machine-learning
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.