A fast inference library for running LLMs locally on modern consumer-class GPUs
☆4,444Dec 9, 2025Updated 2 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.☆2,913Sep 30, 2023Updated 2 years ago
- The official API server for Exllama. OAI compatible, lightweight, and fast.☆1,134Feb 9, 2026Updated 3 weeks ago
- Large-scale LLM inference engine☆1,658Feb 17, 2026Updated last week
- An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.☆5,027Apr 11, 2025Updated 10 months ago
- Web UI for ExLlamaV2☆512Feb 5, 2025Updated last year
- Go ahead and axolotl questions☆11,335Updated this week
- Tools for merging pretrained large language models.☆6,814Jan 26, 2026Updated last month
- Large Language Model Text Generation Inference☆10,788Jan 8, 2026Updated last month
- AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:☆2,315May 11, 2025Updated 9 months ago
- An optimized quantization and inference library for running LLMs locally on modern consumer-class GPUs☆637Feb 16, 2026Updated 2 weeks ago
- A high-throughput and memory-efficient inference and serving engine for LLMs☆71,234Updated this week
- The definitive Web UI for local AI, with powerful features and easy setup.☆46,091Feb 3, 2026Updated last month
- Python bindings for llama.cpp☆10,003Aug 15, 2025Updated 6 months ago
- Universal LLM Deployment Engine with ML Compilation☆22,082Updated this week
- High-speed Large Language Model Serving for Local Deployment☆8,729Jan 24, 2026Updated last month
- SGLang is a high-performance serving framework for large language models and multimodal models.☆23,905Updated this week
- The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.☆8,896May 3, 2024Updated last year
- LLMs build upon Evol Insturct: WizardLM, WizardCoder, WizardMath☆9,477Jun 7, 2025Updated 8 months ago
- Structured Outputs☆13,456Feb 13, 2026Updated 2 weeks ago
- Run GGUF models easily with a KoboldAI UI. One File. Zero Install.☆9,544Updated this week
- QLoRA: Efficient Finetuning of Quantized LLMs☆10,843Jun 10, 2024Updated last year
- LMDeploy is a toolkit for compressing, deploying, and serving LLMs.☆7,618Feb 24, 2026Updated last week
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆3,443Jul 17, 2025Updated 7 months ago
- Accessible large language models via k-bit quantization for PyTorch.☆7,997Updated this week
- Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads☆2,710Jun 25, 2024Updated last year
- TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizat…☆12,938Updated this week
- [ICLR 2024] Efficient Streaming Language Models with Attention Sinks☆7,187Jul 11, 2024Updated last year
- LLM inference in C/C++☆96,322Updated this week
- Tensor library for machine learning☆14,152Updated this week
- 🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading☆9,971Sep 7, 2024Updated last year
- 4 bits quantization of LLaMA using GPTQ☆3,074Jul 13, 2024Updated last year
- Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs☆3,728May 21, 2025Updated 9 months ago
- Python bindings for the Transformer models implemented in C/C++ using GGML library.☆1,881Jan 28, 2024Updated 2 years ago
- Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train OpenAI gpt-oss, DeepSeek, Qwen, Llama, Gemma, TTS 2x faster with 70% less VRAM.☆52,724Updated this week
- 20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.☆13,182Feb 22, 2026Updated last week
- Fast and memory-efficient exact attention☆22,361Updated this week
- ⚡ Build your chatbot within minutes on your favorite device; offer SOTA compression techniques for LLMs; run LLMs efficiently on Intel Pl…☆2,175Oct 8, 2024Updated last year
- A guidance language for controlling large language models.☆21,327Feb 13, 2026Updated 2 weeks ago
- Fast inference engine for Transformer models☆4,326Feb 4, 2026Updated 3 weeks ago