Top 3 Python Adapter Projects

peft

26 13,670 9.7 Python

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

Project mention: LoftQ: LoRA-fine-tuning-aware Quantization | news.ycombinator.com | 2023-12-19

xTuring

31 2,510 8.4 Python

Build, customize and control you own LLMs. From data pre-processing to fine-tuning, xTuring provides an easy way to personalize open-source LLMs. Join our discord community: https://discord.gg/TgHXuSJEk6

Project mention: I'm developing an open-source AI tool called xTuring, enabling anyone to construct a Language Model with just 5 lines of code. I'd love to hear your thoughts! | /r/machinelearningnews | 2023-09-07

Explore the project on GitHub here.

WorkOS

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
lightning-mlflow-hf

1 40 7.2 Python

Use QLoRA to tune LLM in PyTorch-Lightning w/ Huggingface + MLflow

Project mention: Show HN: LoRA Tune LLM in Lightning on GPU | news.ycombinator.com | 2023-11-12

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2023-12-19.