huggingface / huggingface/candle
Abstraction framework on top of candle, viable embedding and attention layers
- Dominant language
- Rust
- Stars
- 21k
- Forks
- 1.8k
- Avg merge
- 16h 42m
- Merged PRs (30d)
- 25
Description
Hi candle team, I am working on a candle abstraction framework which is almost comparable with Keras. See here: https://github.com/BDUG/Lighter
I am currently working on the embedding and attention layers. While doing so, I dived through your code and derived the following, possible layers:
- Embedding: https://github.com/BDUG/Lighter/blob/main/docs/embedding.MD
- Attention: https://github.com/BDUG/Lighter/blob/main/docs/attention.MD
Anything I missed out?
Thanks in advance
Contributor guide
No contributing guide indexed for this repository
Research direction
Start by reviewing the linked Lighter embedding.MD and attention.MD documents, then compare their proposed layers with Candle's current capabilities. A useful outcome would require a concrete list of missing Candle functionality, defined behavior, and tests; the issue does not currently specify an implementation target.
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