Alternatives and similar repositories for PowerInfer

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

• huggingface / text-generation-inference
  Large Language Model Text Generation Inference
  ☆10,334Updated last week
• mit-han-lab / streaming-llm
  [ICLR 2024] Efficient Streaming Language Models with Attention Sinks
  ☆6,933Updated last year
• ggml-org / ggml
  Tensor library for machine learning
  ☆12,831Updated this week
• InternLM / lmdeploy
  LMDeploy is a toolkit for compressing, deploying, and serving LLMs.
  ☆6,705Updated last week
• jzhang38 / TinyLlama
  The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.
  ☆8,646Updated last year
• turboderp-org / exllamav2
  A fast inference library for running LLMs locally on modern consumer-class GPUs
  ☆4,236Updated this week
• arcee-ai / mergekit
  Tools for merging pretrained large language models.
  ☆6,016Updated 3 weeks ago
• AutoGPTQ / AutoGPTQ
  An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.
  ☆4,891Updated 3 months ago
• pytorch-labs / gpt-fast
  Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.
  ☆6,021Updated 3 months ago
• sgl-project / sglang
  SGLang is a fast serving framework for large language models and vision language models.
  ☆15,932Updated this week
• ModelTC / LightLLM
  LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalabili…
  ☆3,388Updated this week
• allenai / OLMo
  Modeling, training, eval, and inference code for OLMo
  ☆5,778Updated this week
• 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…
  ☆2,169Updated 9 months ago
• artidoro / qlora
  QLoRA: Efficient Finetuning of Quantized LLMs
  ☆10,561Updated last year
• karpathy / llama2.c
  Inference Llama 2 in one file of pure C
  ☆18,543Updated 11 months ago
• abetlen / llama-cpp-python
  Python bindings for llama.cpp
  ☆9,335Updated last week
• mit-han-lab / llm-awq
  [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration
  ☆3,140Updated last week
• openai / transformer-debugger
  ☆4,084Updated last year
• axolotl-ai-cloud / axolotl
  Go ahead and axolotl questions
  ☆9,937Updated this week
• NVIDIA / TensorRT-LLM
  TensorRT-LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and support state-of-the-art optimizati…
  ☆11,003Updated this week
• google / gemma.cpp
  lightweight, standalone C++ inference engine for Google's Gemma models.
  ☆6,498Updated this week
• imoneoi / openchat
  OpenChat: Advancing Open-source Language Models with Imperfect Data
  ☆5,381Updated 10 months ago
• turboderp / exllama
  A more memory-efficient rewrite of the HF transformers implementation of Llama for use with quantized weights.
  ☆2,887Updated last year
• EleutherAI / lm-evaluation-harness
  A framework for few-shot evaluation of language models.
  ☆9,535Updated last week
• nlpxucan / WizardLM
  LLMs build upon Evol Insturct: WizardLM, WizardCoder, WizardMath
  ☆9,430Updated last month
• bitsandbytes-foundation / bitsandbytes
  Accessible large language models via k-bit quantization for PyTorch.
  ☆7,230Updated this week
• InternLM / xtuner
  An efficient, flexible and full-featured toolkit for fine-tuning LLM (InternLM2, Llama3, Phi3, Qwen, Mistral, ...)
  ☆4,643Updated last week
• casper-hansen / AutoAWQ
  AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:
  ☆2,206Updated 2 months ago
• 01-ai / Yi
  A series of large language models trained from scratch by developers @01-ai
  ☆7,832Updated 7 months ago
• pytorch / torchtune
  PyTorch native post-training library
  ☆5,323Updated last week