Top 9 Jupyter Notebook Lora Projects

stable-diffusion-webui-colab

71 15,237 9.0 Jupyter Notebook

stable diffusion webui colab

Project mention: Stable-Diffusion-Webui-Colab | news.ycombinator.com | 2023-07-24

lora

83 6,597 0.0 Jupyter Notebook

Using Low-rank adaptation to quickly fine-tune diffusion models. (by cloneofsimo)

Project mention: You can now train a 70B language model at home | news.ycombinator.com | 2024-03-07

Diffusion unet has an "extended" version nowadays that applies to the resnet part as well as the cross-attention: https://github.com/cloneofsimo/lora

InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
Anima

3 2,881 9.1 Jupyter Notebook

33B Chinese LLM, DPO QLORA, 100K context, AirLLM 70B inference with single 4GB GPU

Project mention: AirLLM | news.ycombinator.com | 2023-12-28

Alpaca-CoT

1 2,463 9.1 Jupyter Notebook

We unified the interfaces of instruction-tuning data (e.g., CoT data), multiple LLMs and parameter-efficient methods (e.g., lora, p-tuning) together for easy use. We welcome open-source enthusiasts to initiate any meaningful PR on this repo and integrate as many LLM related technologies as possible. 我们打造了方便研究人员上手和使用大模型等微调平台，我们欢迎开源爱好者发起任何有意义的pr！
adapters

4 2,390 8.6 Jupyter Notebook

A Unified Library for Parameter-Efficient and Modular Transfer Learning
LECO

1 289 7.8 Jupyter Notebook

Low-rank adaptation for Erasing COncepts from diffusion models. (by p1atdev)

Project mention: Unified Concept Editing in Diffusion Models | /r/machinelearningnews | 2023-09-16

Editing models in seconds. This is an upgrade to the lora sliders (https://erasing.baulab.info and https://github.com/p1atdev/LECO) but faster training with no damage to the model prior knowledge! Check out their code: https://github.com/rohitgandikota/unified-concept-editing

FastLoRAChat

2 119 7.2 Jupyter Notebook

Instruct-tune LLaMA on consumer hardware with shareGPT data
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.
gpt-j-fine-tuning-example

1 63 10.0 Jupyter Notebook

Fine-tuning 6-Billion GPT-J (& other models) with LoRA and 8-bit compression
LCM-LoRA

2 33 5.7 Jupyter Notebook

LCM LoRA

Project mention: LCM LORA 4 Step Generation is too Crazy!! | /r/StableDiffusion | 2023-12-02

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).