QLoRA: Efficient Finetuning of Quantized LLMs
☆11,051Jun 10, 2024Updated 2 years ago
Alternatives and similar repositories for qlora
Users that are interested in qlora are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆21,844Updated this week
- Accessible large language models via k-bit quantization for PyTorch.☆8,528Updated this week
- An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.☆39,547May 1, 2026Updated 5 months ago
- Instruct-tune LLaMA on consumer hardware☆18,888Jul 29, 2024Updated 2 years ago
- LLMs build upon Evol Insturct: WizardLM, WizardCoder, WizardMath☆9,472Jun 7, 2025Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Code and documentation to train Stanford's Alpaca models, and generate the data.☆30,230Jul 17, 2024Updated 2 years ago
- [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters☆5,911Mar 14, 2024Updated 2 years ago
- Train transformer language models with reinforcement learning.☆19,589Updated this week
- Fast and memory-efficient exact attention☆25,200Updated this week
- An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.☆5,065Apr 11, 2025Updated last year
- DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.☆43,258Updated this week
- Large Language Model Text Generation Inference☆10,879Mar 21, 2026Updated 7 months ago
- OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA 7B trained on the RedPajama dataset☆7,517Jul 16, 2023Updated 3 years ago
- Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"☆13,872Dec 17, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Inference code for Llama models☆59,630Jan 26, 2025Updated last year
- 4 bits quantization of LLaMA using GPTQ☆3,069Jul 13, 2024Updated 2 years ago
- [NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.☆25,072Aug 12, 2024Updated 2 years ago
- LLM training code for Databricks foundation models☆4,460Mar 25, 2026Updated 6 months ago
- [ICLR 2024] Efficient Streaming Language Models with Attention Sinks☆7,272Jul 11, 2024Updated 2 years ago
- Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Ad…☆6,081Jul 1, 2025Updated last year
- RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable)…☆14,759Sep 28, 2026Updated 3 weeks ago
- Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities☆22,235Sep 21, 2026Updated last month
- Gorilla: Training and Evaluating LLMs for Function Calls (Tool Calls)☆13,055Updated this week
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- A high-throughput and memory-efficient inference and serving engine for LLMs☆95,230Updated this week
- Universal LLM Deployment Engine with ML Compilation☆23,269Oct 6, 2026Updated 2 weeks ago
- Making large AI models cheaper, faster and more accessible☆41,430Updated this week
- LlamaIndex is the document processing platform for AI☆52,637Updated this week
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆3,654Jul 17, 2025Updated last year
- StableLM: Stability AI Language Models☆15,656Apr 8, 2024Updated 2 years ago
- Go ahead and axolotl questions☆12,613Updated this week
- An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.☆8,483Aug 10, 2026Updated 2 months ago
- Instruction Tuning with GPT-4☆4,333Jun 11, 2023Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- The RedPajama-Data repository contains code for preparing large datasets for training large language models.☆4,995Jun 3, 2026Updated 4 months ago
- A guidance language for controlling large language models.☆21,806May 21, 2026Updated 5 months ago
- Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".☆2,388Mar 27, 2024Updated 2 years ago
- Aligning pretrained language models with instruction data generated by themselves.☆4,617Mar 27, 2023Updated 3 years ago
- Open-sourced codes for MiniGPT-4 and MiniGPT-v2 (https://minigpt-4.github.io, https://minigpt-v2.github.io/)☆25,585Sep 2, 2024Updated 2 years ago
- Code and documents of LongLoRA and LongAlpaca (ICLR 2024 Oral)☆2,687Aug 14, 2024Updated 2 years ago
- Ongoing research training transformer models at scale☆18,253Updated this week