[D] Is ML doomed to end up closed-source?

This page summarizes the projects mentioned and recommended in the original post on /r/MachineLearning

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.
www.influxdata.com
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SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
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  • text-generation-inference

    Large Language Model Text Generation Inference

  • Tooling for very fast LLM text generation inference

  • safetensors

    Simple, safe way to store and distribute tensors

  • Formats such as safetensors and skops for simple and safe ways to share models

  • 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.

    InfluxDB logo
  • optimum

    🚀 Accelerate training and inference of 🤗 Transformers and 🤗 Diffusers with easy to use hardware optimization tools

  • Optimum to accelerate inference of transformers with hardware optimization

  • Open-Assistant

    OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

  • LAION's work has been very promising. Their beta model is already quite close to GPT3.5 with far fewer parameters. Anyone who wants to help train the model can do so here: open-assistant.io

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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