QLoRA: Efficient Finetuning of Quantized LLMs
☆10,858Jun 10, 2024Updated last year
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.☆20,841Mar 18, 2026Updated last week
- Accessible large language models via k-bit quantization for PyTorch.☆8,078Updated this week
- An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.☆39,445Jun 2, 2025Updated 9 months ago
- Instruct-tune LLaMA on consumer hardware☆18,961Jul 29, 2024Updated last year
- LLMs build upon Evol Insturct: WizardLM, WizardCoder, WizardMath☆9,478Jun 7, 2025Updated 9 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Code and documentation to train Stanford's Alpaca models, and generate the data.☆30,256Jul 17, 2024Updated last year
- A high-throughput and memory-efficient inference and serving engine for LLMs☆74,135Updated this week
- [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters☆5,932Mar 14, 2024Updated 2 years ago
- Fast and memory-efficient exact attention☆22,938Updated this week
- An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.☆5,035Apr 11, 2025Updated 11 months ago
- Train transformer language models with reinforcement learning.☆17,781Updated this week
- DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.☆41,869Mar 18, 2026Updated last week
- Large Language Model Text Generation Inference☆10,812Jan 8, 2026Updated 2 months ago
- OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA 7B trained on the RedPajama dataset☆7,537Jul 16, 2023Updated 2 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Inference code for Llama models☆59,250Jan 26, 2025Updated last year
- Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"☆13,351Dec 17, 2024Updated last year
- 4 bits quantization of LLaMA using GPTQ☆3,073Jul 13, 2024Updated last year
- [NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.☆24,603Aug 12, 2024Updated last year
- Gorilla: Training and Evaluating LLMs for Function Calls (Tool Calls)☆12,774Mar 11, 2026Updated 2 weeks ago
- [ICLR 2024] Efficient Streaming Language Models with Attention Sinks☆7,209Jul 11, 2024Updated last year
- RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable)…☆14,431Mar 5, 2026Updated 3 weeks ago
- Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities☆22,059Jan 23, 2026Updated 2 months ago
- Universal LLM Deployment Engine with ML Compilation☆22,246Mar 18, 2026Updated last week
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Ad…☆6,083Jul 1, 2025Updated 8 months ago
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆3,469Jul 17, 2025Updated 8 months ago
- LlamaIndex is the leading document agent and OCR platform☆47,963Updated this week
- Making large AI models cheaper, faster and more accessible☆41,376Mar 16, 2026Updated last week
- Go ahead and axolotl questions☆11,508Updated this week
- LLM inference in C/C++☆98,911Updated this week
- StableLM: Stability AI Language Models☆15,749Apr 8, 2024Updated last year
- Instruction Tuning with GPT-4☆4,337Jun 11, 2023Updated 2 years ago
- An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.☆8,493Updated this week
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".☆2,266Mar 27, 2024Updated 2 years ago
- A guidance language for controlling large language models.☆21,356Mar 18, 2026Updated last week
- The RedPajama-Data repository contains code for preparing large datasets for training large language models.☆4,930Dec 7, 2024Updated last year
- Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)☆69,106Updated this week
- A framework for few-shot evaluation of language models.☆11,802Mar 18, 2026Updated last week
- Code and documents of LongLoRA and LongAlpaca (ICLR 2024 Oral)☆2,697Aug 14, 2024Updated last year
- Aligning pretrained language models with instruction data generated by themselves.☆4,587Mar 27, 2023Updated 2 years ago