Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
☆13,264Dec 17, 2024Updated last year
Alternatives and similar repositories for LoRA
Users that are interested in LoRA are comparing it to the libraries listed below
Sorting:
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆20,678Updated this week
- Fast and memory-efficient exact attention☆22,361Updated this week
- DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.☆41,648Updated this week
- QLoRA: Efficient Finetuning of Quantized LLMs☆10,838Jun 10, 2024Updated last year
- Inference code for Llama models☆59,166Jan 26, 2025Updated last year
- CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image☆32,642Feb 18, 2026Updated last week
- Accessible large language models via k-bit quantization for PyTorch.☆7,997Updated this week
- Code and documentation to train Stanford's Alpaca models, and generate the data.☆30,271Jul 17, 2024Updated last year
- Train transformer language models with reinforcement learning.☆17,460Updated this week
- Using Low-rank adaptation to quickly fine-tune diffusion models.☆7,525Mar 22, 2024Updated last year
- A high-throughput and memory-efficient inference and serving engine for LLMs☆71,234Updated this week
- Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities☆22,033Jan 23, 2026Updated last month
- [NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.☆24,478Aug 12, 2024Updated last year
- An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.☆39,414Jun 2, 2025Updated 8 months ago
- Ongoing research training transformer models at scale☆15,242Updated this week
- Instruct-tune LLaMA on consumer hardware☆18,970Jul 29, 2024Updated last year
- 🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.☆32,873Updated this week
- 🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal model…☆157,071Updated this week
- Hackable and optimized Transformers building blocks, supporting a composable construction.☆10,353Feb 20, 2026Updated last week
- 🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (i…☆9,513Updated this week
- Let us control diffusion models!☆33,663Feb 25, 2024Updated 2 years ago
- An open source implementation of CLIP.☆13,397Feb 20, 2026Updated last week
- The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoi…☆53,497Sep 18, 2024Updated last year
- Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)☆67,415Feb 20, 2026Updated last week
- LAVIS - A One-stop Library for Language-Vision Intelligence☆11,167Nov 18, 2024Updated last year
- [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters☆5,936Mar 14, 2024Updated last year
- Facebook AI Research Sequence-to-Sequence Toolkit written in Python.☆32,159Sep 30, 2025Updated 4 months ago
- Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"☆8,382May 31, 2024Updated last year
- Mamba SSM architecture☆17,257Feb 18, 2026Updated last week
- 🦜🔗 The platform for reliable agents.☆127,192Updated this week
- Making large AI models cheaper, faster and more accessible☆41,359Updated this week
- A library for efficient similarity search and clustering of dense vectors.☆39,195Updated this week
- RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable)…☆14,375Updated this week
- Transformer related optimization, including BERT, GPT☆6,394Mar 27, 2024Updated last year
- SGLang is a high-performance serving framework for large language models and multimodal models.☆23,658Updated this week
- LLM inference in C/C++☆95,726Updated this week
- LlamaIndex is the leading document agent and OCR platform☆47,210Updated this week
- A latent text-to-image diffusion model☆72,575Jun 18, 2024Updated last year
- The simplest, fastest repository for training/finetuning medium-sized GPTs.☆53,743Nov 12, 2025Updated 3 months ago