Alternatives and similar repositories for PowerInfer

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

• turboderp-org / exllamav2
  A fast inference library for running LLMs locally on modern consumer-class GPUs
  ☆4,403Updated last month
• mit-han-lab / streaming-llm
  [ICLR 2024] Efficient Streaming Language Models with Attention Sinks
  ☆7,166Updated last year
• AutoGPTQ / AutoGPTQ
  An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.
  ☆5,017Updated 9 months ago
• ggml-org / ggml
  Tensor library for machine learning
  ☆13,784Updated last week
• meta-pytorch / gpt-fast
  Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.
  ☆6,171Updated 4 months ago
• NVIDIA / TensorRT-LLM
  TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizat…
  ☆12,588Updated this week
• InternLM / lmdeploy
  LMDeploy is a toolkit for compressing, deploying, and serving LLMs.
  ☆7,491Updated this week
• huggingface / text-generation-inference
  Large Language Model Text Generation Inference
  ☆10,720Updated 3 weeks ago
• abetlen / llama-cpp-python
  Python bindings for llama.cpp
  ☆9,889Updated 4 months ago
• axolotl-ai-cloud / axolotl
  Go ahead and axolotl questions
  ☆11,050Updated this week
• sgl-project / sglang
  SGLang is a high-performance serving framework for large language models and multimodal models.
  ☆22,190Updated this week
• arcee-ai / mergekit
  Tools for merging pretrained large language models.
  ☆6,673Updated last week
• mistralai / mistral-inference
  Official inference library for Mistral models
  ☆10,612Updated last month
• ModelTC / LightLLM
  LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalabili…
  ☆3,824Updated this week
• karpathy / llama2.c
  Inference Llama 2 in one file of pure C
  ☆19,089Updated last year
• dvmazur / mixtral-offloading
  Run Mixtral-8x7B models in Colab or consumer desktops
  ☆2,328Updated last year
• vllm-project / vllm
  A high-throughput and memory-efficient inference and serving engine for LLMs
  ☆67,159Updated this week
• InternLM / InternLM
  Official release of InternLM series (InternLM, InternLM2, InternLM2.5, InternLM3).
  ☆7,137Updated 2 months ago
• jzhang38 / TinyLlama
  The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.
  ☆8,859Updated last year
• mlc-ai / mlc-llm
  Universal LLM Deployment Engine with ML Compilation
  ☆21,833Updated last week
• turboderp / exllama
  A more memory-efficient rewrite of the HF transformers implementation of Llama for use with quantized weights.
  ☆2,905Updated 2 years 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…
  ☆2,172Updated last year
• casper-hansen / AutoAWQ
  AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:
  ☆2,300Updated 8 months ago
• Dao-AILab / flash-attention
  Fast and memory-efficient exact attention
  ☆21,516Updated this week
• mit-han-lab / llm-awq
  [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration
  ☆3,410Updated 5 months ago
• artidoro / qlora
  QLoRA: Efficient Finetuning of Quantized LLMs
  ☆10,807Updated last year
• bitsandbytes-foundation / bitsandbytes
  Accessible large language models via k-bit quantization for PyTorch.
  ☆7,881Updated this week
• imoneoi / openchat
  OpenChat: Advancing Open-source Language Models with Imperfect Data
  ☆5,467Updated last year
• 01-ai / Yi
  A series of large language models trained from scratch by developers @01-ai
  ☆7,842Updated last year
• InternLM / xtuner
  A Next-Generation Training Engine Built for Ultra-Large MoE Models
  ☆5,047Updated this week