Project Name	Stars	Most Recent Commit	Open Issues	License	Language
Llm Finetuning	582	5 months ago	1		Jupyter Notebook
LLM Finetuning with peft
Llm Finetuning Hub	556	3 months ago	6	apache-2.0	Python
Repository that contains LLM fine-tuning and deployment scripts along with our research findings.
Firefly Llama2 Chinese	199	6 months ago	7		Python
Firefly中文LLaMA-2大模型，支持增量预训练Baichuan2、Llama2、Llama、Falcon、Qwen、Baichuan、InternLM、Bloom等大模型
Finetuned Qlora Falcon7b Medical	197	3 months ago	2	mit	Jupyter Notebook
Finetuning of Falcon-7B LLM using QLoRA on Mental Health Conversational Dataset
Lora Instruct	91	4 months ago	11	apache-2.0	Python
Finetune Falcon, LLaMA, MPT, and RedPajama on consumer hardware using PEFT LoRA
Llama 2_huggingface_4bit_qlora	7	7 months ago			Python
A working example of a 4bit QLoRA Falcon model using huggingface

Alternatives To Lora Instruct

Select To Compare

Llm Finetuning ⭐ 582

LLM Finetuning with peft

most recent commit 5 months ago

Llm Finetuning Hub ⭐ 556

Repository that contains LLM fine-tuning and deployment scripts along with our research findings.

most recent commit 3 months ago

Firefly Llama2 Chinese ⭐ 199

Firefly中文LLaMA-2大模型，支持增量预训练Baichuan2、Llama2、Llama、

most recent commit 6 months ago

Finetuned Qlora Falcon7b Medical ⭐ 197

Finetuning of Falcon-7B LLM using QLoRA on Mental Health Conversational Dataset

most recent commit 3 months ago

Lora Instruct ⭐ 91

Finetune Falcon, LLaMA, MPT, and RedPajama on consumer hardware using PEFT LoRA

most recent commit 4 months ago

Llama 2_huggingface_4bit_qlora ⭐ 7

A working example of a 4bit QLoRA Falcon model using huggingface

most recent commit 7 months ago

Suggest An Alternative To lora-instruct

Alternative Project Comparisons

Lora Instruct vs Llm Finetuning

Lora Instruct vs Llm Finetuning Hub

Lora Instruct vs Firefly Llama2 Chinese

Lora Instruct vs Finetuned Qlora Falcon7b Medical

Lora Instruct vs Llama 2_huggingface_4bit_qlora

Popular Lora Projects

Chinese Llama Alpaca ⭐ 15,877

中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)

most recent commit 4 months ago

Stable Diffusion Webui Colab ⭐ 14,090

stable diffusion webui colab

most recent commit 6 months ago

Peft ⭐ 12,271

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

dependent packages 101total releases 11latest release December 06, 2023most recent commit 3 months ago

Llama Factory ⭐ 10,715

Easy-to-use LLM fine-tuning framework (LLaMA, BLOOM, Mistral, Baichuan, Qwen, ChatGLM)

total releases 19latest release December 03, 2023most recent commit 3 months ago

Lora ⭐ 7,814

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

dependent packages 16total releases 3latest release August 27, 2023most recent commit 4 months ago

Popular Falcon Projects

Localai ⭐ 19,531

:robot: The free, Open Source OpenAI alternative. Self-hosted, community-driven and local-first. Drop-in replacement for OpenAI running on consumer-grade hardware. No GPU required. Runs gguf, transformers, diffusers and many more models architectures. It allows to generate Text, Audio, Video, Images. Also with voice cloning capabilities.

total releases 50latest release October 30, 2023most recent commit 4 days ago

Petals ⭐ 8,040

🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading

dependent packages 1total releases 18latest release November 20, 2023most recent commit 5 months ago

Openllm ⭐ 7,871

Operating LLMs in production

dependent packages 2total releases 132latest release December 07, 2023most recent commit 3 months ago

Falcon Plus ⭐ 7,120

An open-source and enterprise-level monitoring system.

most recent commit 9 months ago

Hug ⭐ 6,817

Embrace the APIs of the future. Hug aims to make developing APIs as simple as possible, but no simpler.

dependent packages 27total releases 71latest release February 06, 2020most recent commit 10 months ago

Popular Networking Categories