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Parameter Efficient Python Packages

Python packages with the GitHub topic parameter-efficient. Sorted by monthly downloads, with stars and forks.
microsoft
adamix-gpt2

This is the implementation of the paper AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning (https://arxiv.org/abs/2205.12410).

356 139 11
bjoernbethge
bidora

BiDoRA: Bi-Level Optimization for Parameter-Efficient Fine-Tuning of LLMs - Optimized for 3D Code Generation

172 0 0
vlora-dev
vlora-dev

Various LoRA adapters. One shared basis. Up to 122× compression at scale.

84 0 0
    • Original data from PyPI, GitHub, and OSV; downloads served through ClickHouse
    • Sources & methodology