turboderp / exllamav2
A fast inference library for running LLMs locally on modern consumer-class GPUs
☆3,680Updated this week
Related projects ⓘ
Alternatives and complementary repositories for exllamav2
- A more memory-efficient rewrite of the HF transformers implementation of Llama for use with quantized weights.☆2,760Updated last year
- An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.☆4,497Updated last month
- Python bindings for the Transformer models implemented in C/C++ using GGML library.☆1,814Updated 9 months ago
- SGLang is a fast serving framework for large language models and vision language models.☆6,127Updated this week
- Go ahead and axolotl questions☆7,930Updated this week
- Tools for merging pretrained large language models.☆4,816Updated 2 weeks ago
- Large Language Model Text Generation Inference☆9,122Updated this week
- Python bindings for llama.cpp☆8,141Updated this week
- Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs☆2,205Updated this week
- AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:☆1,765Updated this week
- Accessible large language models via k-bit quantization for PyTorch.☆6,299Updated this week
- 4 bits quantization of LLaMA using GPTQ☆2,998Updated 4 months ago
- The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.☆7,919Updated 6 months ago
- [EMNLP'23, ACL'24] To speed up LLMs' inference and enhance LLM's perceive of key information, compress the prompt and KV-Cache, which ach…☆4,653Updated this week
- Large-scale LLM inference engine☆1,134Updated this week
- A blazing fast inference solution for text embeddings models☆2,846Updated 2 weeks ago
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆2,526Updated last month
- S-LoRA: Serving Thousands of Concurrent LoRA Adapters☆1,755Updated 9 months ago
- Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".☆1,941Updated 7 months ago
- QLoRA: Efficient Finetuning of Quantized LLMs☆10,059Updated 5 months ago
- Enforce the output format (JSON Schema, Regex etc) of a language model☆1,546Updated last month
- A framework for few-shot evaluation of language models.☆6,990Updated this week
- Tensor library for machine learning☆11,233Updated this week
- 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
- LMDeploy is a toolkit for compressing, deploying, and serving LLMs.☆4,669Updated this week
- A high-throughput and memory-efficient inference and serving engine for LLMs☆30,423Updated this week
- Fast inference engine for Transformer models☆3,411Updated this week
- PyTorch native finetuning library☆4,336Updated this week
- ☆1,022Updated 10 months ago