4 bits quantization of LLaMA using GPTQ
☆3,069Jul 13, 2024Updated 2 years ago
Alternatives and similar repositories for GPTQ-for-LLaMa
Users that are interested in GPTQ-for-LLaMa are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".☆2,378Mar 27, 2024Updated 2 years ago
- An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.☆5,067Apr 11, 2025Updated last year
- A more memory-efficient rewrite of the HF transformers implementation of Llama for use with quantized weights.☆2,946Sep 30, 2023Updated 2 years ago
- GPTQ inference Triton kernel☆322May 18, 2023Updated 3 years ago
- ☆533Dec 1, 2023Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Instruct-tune LLaMA on consumer hardware☆18,900Jul 29, 2024Updated 2 years ago
- QLoRA: Efficient Finetuning of Quantized LLMs☆11,023Jun 10, 2024Updated 2 years ago
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆3,642Jul 17, 2025Updated last year
- Accessible large language models via k-bit quantization for PyTorch.☆8,503Sep 7, 2026Updated 3 weeks ago
- An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.☆39,550May 1, 2026Updated 4 months ago
- [ICML 2024] SqueezeLLM: Dense-and-Sparse Quantization☆723Aug 13, 2024Updated 2 years ago
- AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:☆2,347May 11, 2025Updated last year
- Code and documentation to train Stanford's Alpaca models, and generate the data.☆30,233Jul 17, 2024Updated 2 years ago
- LLMs build upon Evol Insturct: WizardLM, WizardCoder, WizardMath☆9,481Jun 7, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Running large language models on a single GPU for throughput-oriented scenarios.☆9,347Oct 28, 2024Updated last year
- Open-source desktop app for local LLMs. Text, vision, tool-calling, OpenAI/Anthropic-compatible API. 100% private.☆47,716Aug 17, 2026Updated last month
- [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters☆5,913Mar 14, 2024Updated 2 years ago
- [ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models☆1,688Jul 12, 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
- Large Language Model Text Generation Inference☆10,886Mar 21, 2026Updated 6 months ago
- Quantized inference code for LLaMA models☆1,035Mar 17, 2023Updated 3 years ago
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆21,728Updated this week
- Transformer related optimization, including BERT, GPT☆6,452Mar 27, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- LLaMA: Open and Efficient Foundation Language Models☆2,778Nov 8, 2023Updated 2 years ago
- A fast inference library for running LLMs locally on modern consumer-class GPUs☆4,628Mar 4, 2026Updated 6 months ago
- Instruction Tuning with GPT-4☆4,331Jun 11, 2023Updated 3 years ago
- RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable)…☆14,728Sep 21, 2026Updated last week
- Alpaca dataset from Stanford, cleaned and curated☆1,609Mar 7, 2026Updated 6 months ago
- OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA 7B trained on the RedPajama dataset☆7,526Jul 16, 2023Updated 3 years ago
- Fast and memory-efficient exact attention☆25,022Updated this week
- LLM as a Chatbot Service☆3,317Nov 20, 2023Updated 2 years ago
- LLM training code for Databricks foundation models☆4,448Mar 25, 2026Updated 6 months ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Code for paper: "QuIP: 2-Bit Quantization of Large Language Models With Guarantees"☆401Feb 24, 2024Updated 2 years ago
- BELLE: Be Everyone's Large Language model Engine（开源中文对话大模型）☆8,269Oct 16, 2024Updated last year
- Universal LLM Deployment Engine with ML Compilation☆23,195Aug 17, 2026Updated last month
- ChatRWKV is like ChatGPT but powered by RWKV (100% RNN) language model, and open source.☆9,497Jul 19, 2026Updated 2 months ago
- Reorder-based post-training quantization for large language model☆201May 17, 2023Updated 3 years ago
- ☆454Oct 15, 2023Updated 2 years ago
- A collection of modular datasets generated by GPT-4, General-Instruct - Roleplay-Instruct - Code-Instruct - and Toolformer☆1,671Sep 15, 2023Updated 3 years ago