BenChaliah / Superposition-Transformer

a novel architecture that leverages Autoencoders to superimpose the hidden representations of a base model and a fine-tuned model within a shared parameter space. Using B-spline-based blending coefficients and autoencoders that adaptively reconstruct the original hidden states based on the input data distribution.

Date Created 2024-10-22 (2 months ago)

Commits 13 (last one 3 days ago)

Stargazers 41 (41 this week)

Watchers 2 (0 this week)

Forks 0

License unknown

Ranking

RepositoryStats indexes 601,131 repositories, of these BenChaliah/Superposition-Transformer is ranked #524,439 (13th percentile) for total stargazers, and #488,516 for total watchers. Github reports the primary language for this repository as Jupyter Notebook, for repositories using this language it is ranked #14,476/17,763.

BenChaliah/Superposition-Transformer is also tagged with popular topics, for these it's ranked: deep-learning (#7,786/8567), llm (#2,441/2989), artificial-intelligence (#1,882/2131), language-model (#455/520)

All Topics

llm autoencoders llm-training deep-learning language-model artificial-intelligence

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13 commits on the default branch (main) since jan '22

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updated: 2025-01-06 @ 09:15pm, id: 876802124 / R_kgDONELwTA