C++ quantization

Open-source C++ projects categorized as quantization

Top 3 C++ quantization Projects

  • CTranslate2

    Fast inference engine for Transformer models

  • Project mention: Creando Subtítulos Automáticos para Vídeos con Python, Faster-Whisper, FFmpeg, Streamlit, Pillow | dev.to | 2024-04-29
  • rwkv.cpp

    INT4/INT5/INT8 and FP16 inference on CPU for RWKV language model

  • Project mention: Eagle 7B: Soaring past Transformers | news.ycombinator.com | 2024-01-28

    There's https://github.com/saharNooby/rwkv.cpp, which related-ish[0] to ggml/llama.cpp

    [0]: https://github.com/ggerganov/llama.cpp/issues/846

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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  • minigpt4.cpp

    Port of MiniGPT4 in C++ (4bit, 5bit, 6bit, 8bit, 16bit CPU inference with GGML)

  • Project mention: Minigpt4 Inference on CPU | /r/hypeurls | 2023-07-21
NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

C++ quantization related posts

  • StreamingLLM: Efficient streaming technique enable infinite sequence lengths

    2 projects | news.ycombinator.com | 3 Oct 2023
  • Explore large language models on any computer with 512MB of RAM

    4 projects | /r/LocalLLaMA | 17 Jun 2023
  • CTranslate2: An efficient inference engine for Transformer models

    1 project | news.ycombinator.com | 21 May 2023
  • [D] Faster Flan-T5 inference

    1 project | /r/MachineLearning | 22 Feb 2023
  • [P] CTranslate2: an efficient inference engine for Transformer models

    1 project | /r/MachineLearning | 23 May 2022
  • Model/Tool to use on Jetson for efficient Quantization/Pruning

    2 projects | /r/computervision | 25 Nov 2021
  • A note from our sponsor - InfluxDB
    www.influxdata.com | 2 May 2024
    Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality. Learn more →

Index

What are some of the best open-source quantization projects in C++? This list will help you:

Project Stars
1 CTranslate2 2,799
2 rwkv.cpp 1,100
3 minigpt4.cpp 545

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