turboderp-org / exllamav2
A fast inference library for running LLMs locally on modern consumer-class GPUs
☆4,053Updated last week
Alternatives and similar repositories for exllamav2:
Users that are interested in exllamav2 are comparing it to the libraries listed below
- A more memory-efficient rewrite of the HF transformers implementation of Llama for use with quantized weights.☆2,840Updated last year
- An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.☆4,766Updated this week
- Python bindings for the Transformer models implemented in C/C++ using GGML library.☆1,852Updated last year
- Tools for merging pretrained large language models.☆5,424Updated this week
- 4 bits quantization of LLaMA using GPTQ☆3,045Updated 8 months ago
- Go ahead and axolotl questions☆8,882Updated this week
- AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:☆2,021Updated 2 weeks ago
- Accessible large language models via k-bit quantization for PyTorch.☆6,818Updated this week
- Large-scale LLM inference engine☆1,342Updated this week
- Python bindings for llama.cpp☆8,830Updated this week
- The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.☆8,324Updated 10 months ago
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆2,861Updated this week
- ⚡ Build your chatbot within minutes on your favorite device; offer SOTA compression techniques for LLMs; run LLMs efficiently on Intel Pl…☆2,161Updated 5 months ago
- Large Language Model Text Generation Inference☆9,905Updated this week
- Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs☆2,802Updated 2 weeks ago
- S-LoRA: Serving Thousands of Concurrent LoRA Adapters☆1,801Updated last year
- LLMs build upon Evol Insturct: WizardLM, WizardCoder, WizardMath☆9,358Updated 7 months ago
- Large language models (LLMs) made easy, EasyLM is a one stop solution for pre-training, finetuning, evaluating and serving LLMs in JAX/Fl…☆2,459Updated 7 months ago
- Fast inference engine for Transformer models☆3,692Updated 3 weeks ago
- YaRN: Efficient Context Window Extension of Large Language Models☆1,450Updated 11 months ago
- Chat language model that can use tools and interpret the results☆1,532Updated this week
- Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".☆2,063Updated 11 months ago
- Customizable implementation of the self-instruct paper.☆1,039Updated last year
- INT4/INT5/INT8 and FP16 inference on CPU for RWKV language model☆1,487Updated last month
- The RedPajama-Data repository contains code for preparing large datasets for training large language models.☆4,678Updated 3 months ago
- An OAI compatible exllamav2 API that's both lightweight and fast☆858Updated last week
- Tensor library for machine learning☆12,138Updated last week
- MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.☆1,990Updated this week
- [ICLR 2024] Efficient Streaming Language Models with Attention Sinks☆6,830Updated 8 months ago
- LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalabili…☆3,042Updated this week