qwopqwop200 / GPTQ-for-LLaMa
4 bits quantization of LLaMA using GPTQ
☆3,051Updated 10 months 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
Sorting:
- An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.☆4,846Updated last month
- Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".☆2,109Updated last year
- A more memory-efficient rewrite of the HF transformers implementation of Llama for use with quantized weights.☆2,874Updated last year
- Alpaca dataset from Stanford, cleaned and curated☆1,553Updated 2 years ago
- LLaMA: Open and Efficient Foundation Language Models☆2,800Updated 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…☆2,474Updated 9 months ago
- Accessible large language models via k-bit quantization for PyTorch.☆7,043Updated this week
- The RedPajama-Data repository contains code for preparing large datasets for training large language models.☆4,715Updated 5 months ago
- LLM as a Chatbot Service☆3,320Updated last year
- Quantized inference code for LLaMA models☆1,048Updated 2 years ago
- Instruction Tuning with GPT-4☆4,303Updated last year
- AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:☆2,162Updated last week
- [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters☆5,873Updated last year
- Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Ad…☆6,053Updated 8 months ago
- QLoRA: Efficient Finetuning of Quantized LLMs☆10,430Updated 11 months ago
- Aligning pretrained language models with instruction data generated by themselves.☆4,372Updated 2 years ago
- MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.☆2,010Updated last month
- A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)☆4,643Updated last year
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆3,005Updated last week
- A fast inference library for running LLMs locally on modern consumer-class GPUs☆4,182Updated last week
- The hub for EleutherAI's work on interpretability and learning dynamics☆2,484Updated 2 weeks ago
- Chat with Meta's LLaMA models at home made easy☆834Updated 2 years ago
- INT4/INT5/INT8 and FP16 inference on CPU for RWKV language model☆1,518Updated last month
- OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA 7B trained on the RedPajama dataset☆7,490Updated last year
- ☆535Updated last year
- ☆1,472Updated 2 years ago
- Python bindings for the Transformer models implemented in C/C++ using GGML library.☆1,865Updated last year
- LOMO: LOw-Memory Optimization☆982Updated 10 months ago
- Let ChatGPT teach your own chatbot in hours with a single GPU!☆3,168Updated last year
- [ICLR 2024] Efficient Streaming Language Models with Attention Sinks☆6,886Updated 10 months ago