Alternatives and similar repositories for exllamav2:

Users that are interested in exllamav2 are comparing it to the libraries listed below

• turboderp / exllama
  A more memory-efficient rewrite of the HF transformers implementation of Llama for use with quantized weights.
  ☆2,866Updated last year
• AutoGPTQ / AutoGPTQ
  An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.
  ☆4,826Updated 3 weeks ago
• arcee-ai / mergekit
  Tools for merging pretrained large language models.
  ☆5,614Updated this week
• marella / ctransformers
  Python bindings for the Transformer models implemented in C/C++ using GGML library.
  ☆1,861Updated last year
• axolotl-ai-cloud / axolotl
  Go ahead and axolotl questions
  ☆9,258Updated this week
• qwopqwop200 / GPTQ-for-LLaMa
  4 bits quantization of LLaMA using GPTQ
  ☆3,051Updated 9 months ago
• bitsandbytes-foundation / bitsandbytes
  Accessible large language models via k-bit quantization for PyTorch.
  ☆6,972Updated this week
• aphrodite-engine / aphrodite-engine
  Large-scale LLM inference engine
  ☆1,405Updated this week
• casper-hansen / AutoAWQ
  AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:
  ☆2,136Updated last week
• huggingface / text-generation-inference
  Large Language Model Text Generation Inference
  ☆10,081Updated this week
• ggml-org / ggml
  Tensor library for machine learning
  ☆12,445Updated this week
• abetlen / llama-cpp-python
  Python bindings for llama.cpp
  ☆9,030Updated 3 weeks ago
• intel / intel-extension-for-transformers
  ⚡ Build your chatbot within minutes on your favorite device; offer SOTA compression techniques for LLMs; run LLMs efficiently on Intel Pl…
  ☆2,171Updated 6 months ago
• IST-DASLab / gptq
  Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".
  ☆2,099Updated last year
• mit-han-lab / llm-awq
  [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration
  ☆2,970Updated 3 weeks ago
• jzhang38 / TinyLlama
  The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.
  ☆8,463Updated last year
• S-LoRA / S-LoRA
  S-LoRA: Serving Thousands of Concurrent LoRA Adapters
  ☆1,821Updated last year
• bigscience-workshop / petals
  🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
  ☆9,600Updated 7 months ago
• mit-han-lab / streaming-llm
  [ICLR 2024] Efficient Streaming Language Models with Attention Sinks
  ☆6,872Updated 9 months ago
• young-geng / EasyLM
  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 8 months ago
• SJTU-IPADS / PowerInfer
  High-speed Large Language Model Serving for Local Deployment
  ☆8,188Updated 2 months ago
• theroyallab / tabbyAPI
  An OAI compatible exllamav2 API that's both lightweight and fast
  ☆925Updated this week
• artidoro / qlora
  QLoRA: Efficient Finetuning of Quantized LLMs
  ☆10,411Updated 10 months ago
• InternLM / lmdeploy
  LMDeploy is a toolkit for compressing, deploying, and serving LLMs.
  ☆6,274Updated this week
• gururise / AlpacaDataCleaned
  Alpaca dataset from Stanford, cleaned and curated
  ☆1,552Updated 2 years ago
• pytorch-labs / gpt-fast
  Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.
  ☆5,940Updated 3 weeks ago
• predibase / lorax
  Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs
  ☆2,964Updated last week
• RWKV / rwkv.cpp
  INT4/INT5/INT8 and FP16 inference on CPU for RWKV language model
  ☆1,511Updated last month
• OpenNMT / CTranslate2
  Fast inference engine for Transformer models
  ☆3,779Updated 3 weeks ago
• ModelTC / lightllm
  LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalabili…
  ☆3,187Updated this week