huggingface / huggingface/candle

Abstraction framework on top of candle, viable embedding and attention layers

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Dominant language
Rust
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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

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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

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