qwopqwop200 / GPTQ-for-LLaMa
4 bits quantization of LLaMA using GPTQ
☆2,998Updated 4 months ago
Related projects ⓘ
Alternatives and complementary repositories for GPTQ-for-LLaMa
- Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".☆1,941Updated 7 months ago
- An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.☆4,497Updated last month
- A more memory-efficient rewrite of the HF transformers implementation of Llama for use with quantized weights.☆2,760Updated last year
- Alpaca dataset from Stanford, cleaned and curated☆1,519Updated last year
- LLaMA: Open and Efficient Foundation Language Models☆2,807Updated last year
- Large language models (LLMs) made easy, EasyLM is a one stop solution for pre-training, finetuning, evaluating and serving LLMs in JAX/Fl…☆2,409Updated 3 months ago
- Accessible large language models via k-bit quantization for PyTorch.☆6,299Updated this week
- The RedPajama-Data repository contains code for preparing large datasets for training large language models.☆4,571Updated last month
- A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)☆4,502Updated 10 months ago
- Aligning pretrained language models with instruction data generated by themselves.☆4,164Updated last year
- Instruction Tuning with GPT-4☆4,210Updated last year
- [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters☆5,760Updated 8 months ago
- AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:☆1,765Updated this week
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆2,526Updated last month
- A fast inference library for running LLMs locally on modern consumer-class GPUs☆3,680Updated this week
- Quantized inference code for LLaMA models☆1,051Updated last year
- Python bindings for the Transformer models implemented in C/C++ using GGML library.☆1,814Updated 9 months ago
- Benchmarking large language models' complex reasoning ability with chain-of-thought prompting☆2,579Updated 3 months ago
- MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.☆1,904Updated this week
- Let ChatGPT teach your own chatbot in hours with a single GPU!☆3,169Updated 8 months ago
- Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Ad…☆5,994Updated 2 months ago
- ☆1,430Updated last year
- Open Academic Research on Improving LLaMA to SOTA LLM☆1,607Updated last year
- The hub for EleutherAI's work on interpretability and learning dynamics☆2,282Updated 2 weeks ago
- Simple UI for LLM Model Finetuning☆2,045Updated 10 months ago
- LLM as a Chatbot Service☆3,296Updated last year
- A collection of modular datasets generated by GPT-4, General-Instruct - Roleplay-Instruct - Code-Instruct - and Toolformer☆1,618Updated last year
- QLoRA: Efficient Finetuning of Quantized LLMs☆10,059Updated 5 months ago
- Large Language Model Text Generation Inference☆9,122Updated this week