turboderp-org / exllamav2Links
A fast inference library for running LLMs locally on modern consumer-class GPUs
☆4,361Updated 3 months ago
Alternatives and similar repositories for exllamav2
Users that are interested in exllamav2 are comparing it to the libraries listed below
Sorting:
- A more memory-efficient rewrite of the HF transformers implementation of Llama for use with quantized weights.☆2,905Updated 2 years ago
- Large-scale LLM inference engine☆1,591Updated this week
- An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.☆4,988Updated 7 months ago
- Python bindings for the Transformer models implemented in C/C++ using GGML library.☆1,875Updated last year
- Go ahead and axolotl questions☆10,798Updated this week
- Python bindings for llama.cpp☆9,735Updated 3 months ago
- AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:☆2,269Updated 6 months ago
- Tools for merging pretrained large language models.☆6,447Updated 2 weeks ago
- 4 bits quantization of LLaMA using GPTQ☆3,076Updated last year
- The official API server for Exllama. OAI compatible, lightweight, and fast.☆1,083Updated last week
- Fast inference engine for Transformer models☆4,142Updated last week
- Chat language model that can use tools and interpret the results☆1,587Updated last week
- Large Language Model Text Generation Inference☆10,643Updated last week
- Customizable implementation of the self-instruct paper.☆1,050Updated last year
- Accessible large language models via k-bit quantization for PyTorch.☆7,755Updated this week
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆3,340Updated 4 months ago
- S-LoRA: Serving Thousands of Concurrent LoRA Adapters☆1,867Updated last year
- ⚡ Build your chatbot within minutes on your favorite device; offer SOTA compression techniques for LLMs; run LLMs efficiently on Intel Pl…☆2,164Updated last year
- Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".☆2,217Updated last year
- [ICLR 2024] Efficient Streaming Language Models with Attention Sinks☆7,122Updated last year
- Training LLMs with QLoRA + FSDP☆1,529Updated last year
- INT4/INT5/INT8 and FP16 inference on CPU for RWKV language model☆1,553Updated 7 months ago
- MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.☆2,074Updated 4 months ago
- YaRN: Efficient Context Window Extension of Large Language Models☆1,637Updated 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…☆2,499Updated last year
- Tensor library for machine learning☆13,532Updated last week
- High-speed Large Language Model Serving for Local Deployment☆8,388Updated 3 months ago
- The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.☆8,793Updated last year
- Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs☆3,531Updated 5 months ago
- LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalabili…☆3,717Updated this week