BorealisAI / flora-opt

This is the official repository for the paper "Flora: Low-Rank Adapters Are Secretly Gradient Compressors" in ICML 2024.

Date Created 2024-02-05 (10 months ago)

Commits 6 (last one 5 months ago)

Stargazers 84 (0 this week)

Watchers 3 (0 this week)

Forks 5

License lgpl-3.0

Ranking

RepositoryStats indexes 595,856 repositories, of these BorealisAI/flora-opt is ranked #331,132 (44th percentile) for total stargazers, and #427,587 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #62,135/119,431.

BorealisAI/flora-opt is also tagged with popular topics, for these it's ranked: deep-learning (#5,525/8512), large-language-models (#701/1090), transformers (#549/849), lora (#170/278)

Other Information

Homepage URL: https://arxiv.org/abs/2402.03293

All Topics

jax flax lora peft optax transformers deep-learning random-projection large-language-models memory-efficient-tuning

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

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updated: 2024-12-17 @ 05:41pm, id: 752948912 / R_kgDOLOEWsA