4 bits quantization of LLaMA using GPTQ
☆3,070Jul 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".☆2,394Mar 27, 2024Updated 2 years ago
- An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.☆5,068Apr 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 3 years ago
- GPTQ inference Triton kernel☆321May 18, 2023Updated 3 years ago
- Instruct-tune LLaMA on consumer hardware☆18,886Jul 29, 2024Updated 2 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.
- ☆533Dec 1, 2023Updated 2 years ago
- QLoRA: Efficient Finetuning of Quantized LLMs☆11,066Jun 10, 2024Updated 2 years ago
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆3,664Jul 17, 2025Updated last year
- [ICML 2024] SqueezeLLM: Dense-and-Sparse Quantization☆724Aug 13, 2024Updated 2 years ago
- Accessible large language models via k-bit quantization for PyTorch.☆8,537Updated this week
- An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.☆39,546May 1, 2026Updated 6 months ago
- AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:☆2,344May 11, 2025Updated last year
- LLMs build upon Evol Insturct: WizardLM, WizardCoder, WizardMath☆9,472Jun 7, 2025Updated last year
- Code and documentation to train Stanford's Alpaca models, and generate the data.☆30,223Jul 17, 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.
- Running large language models on a single GPU for throughput-oriented scenarios.☆9,340Oct 28, 2024Updated 2 years ago
- [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters☆5,912Mar 14, 2024Updated 2 years ago
- Quantized inference code for LLaMA models☆1,034Mar 17, 2023Updated 3 years ago
- Open-source desktop app for local LLMs. Text, vision, tool-calling, OpenAI/Anthropic-compatible API. 100% private.☆47,736Aug 17, 2026Updated 2 months ago
- [ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models☆1,701Jul 12, 2024Updated 2 years ago
- Large Language Model Text Generation Inference☆10,882Mar 21, 2026Updated 7 months ago
- 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 last year
- Transformer related optimization, including BERT, GPT☆6,459Mar 27, 2024Updated 2 years ago
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆21,877Updated this week
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- A fast inference library for running LLMs locally on modern consumer-class GPUs☆4,651Mar 4, 2026Updated 8 months ago
- Code for paper: "QuIP: 2-Bit Quantization of Large Language Models With Guarantees"☆400Feb 24, 2024Updated 2 years ago
- Instruction Tuning with GPT-4☆4,333Jun 11, 2023Updated 3 years ago
- OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA 7B trained on the RedPajama dataset☆7,519Jul 16, 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)…☆14,772Updated this week
- Alpaca dataset from Stanford, cleaned and curated☆1,610Mar 7, 2026Updated 8 months ago
- LLM as a Chatbot Service☆3,314Nov 20, 2023Updated 2 years ago
- BELLE: Be Everyone's Large Language model Engine（开源中文对话大模型）☆8,261Oct 16, 2024Updated 2 years ago
- Reorder-based post-training quantization for large language model☆201May 17, 2023Updated 3 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.
- LLM training code for Databricks foundation models☆4,462Mar 25, 2026Updated 7 months ago
- ChatRWKV is like ChatGPT but powered by RWKV (100% RNN) language model, and open source.☆9,491Jul 19, 2026Updated 3 months ago
- ☆453Oct 15, 2023Updated 3 years ago
- ☆556Feb 8, 2026Updated 8 months ago
- Universal LLM Deployment Engine with ML Compilation☆23,308Oct 30, 2026Updated last week
- Inference code for Llama models☆59,623Jan 26, 2025Updated last year
- A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)☆4,757Jan 8, 2024Updated 2 years ago