feat: add OpenAI CircuitGPT core architecture and sparse linear layers#44184
Open
mariam851 wants to merge 2 commits intohuggingface:mainfrom
Open
feat: add OpenAI CircuitGPT core architecture and sparse linear layers#44184mariam851 wants to merge 2 commits intohuggingface:mainfrom
mariam851 wants to merge 2 commits intohuggingface:mainfrom
Conversation
This was referenced Apr 29, 2026
This file contains hidden or 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
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
1 participant
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Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be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.
This PR implements the initial architecture for CircuitGPT (based on OpenAI's research), as discussed in #44121.
Key implementations:
SparseLinear: Custom layer with Top-K weight sparsity logic.
CircuitGpt Components: Attention, MLP, and CausalLM classes.
Configuration: CircuitGptConfig for easy sparsity control.
Verification:
*
Verified forward pass and sparsity masking via pytest (2/2 tests passed).
Fixes #44121