Thank you Robert, and sorry for the black eye I wasn't just defending the Galactica team, I was also defending the open-source bazaar concept "release early, release often".
Galactica was not a product but a research project in search of feedback.
Sadly, the feedback was not
OPEN SOURCE
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Galactica Research Project and Open-Source Release Philosophy Defense
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Meta releases major open source AI tools and models
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Lots more open source AI goodies here.
Including FAISS, DINOv2, Detectron2, Segment Anything, CodeLlama, Nougat, PyTorch-BigGraph, fastText, … https://
github.com/facebookresear
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Major Open Source AI Tools and Frameworks Released
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Lots more open source AI goodies here.
Including FAISS, DINOv2, Detectron2, Segment Anything, CodeLlama, Nougat, PyTorch-BigGraph, fastText, … -
Positive sentiment toward Hugging Face’s contributions to AI
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I have no connections with Hugging Face.
But I like what they've been doing. -

Machine Learning Games: QLearning and Neuroevolution Experiments
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GitHub – Ghassen-Chaabouni/machine_learning_games: Set of games and simulations designed to experiment with QLearning, Neuroevolution, and PoseNet. https://
bit.ly/3FrQ90d #AI #MachineLearning #DeepLearning #LLMs #DataScience -
Whisper API: Transcribe Any Audio Beyond OpenAI
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Whisper goes beyond OpenAI's use—it's an API we can all use to transcribe any audio. Learn more in my video: https://
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Whisper: Transformer-Based Audio Model with Near-Human Understanding
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Whisper uses a transformer architecture like GPT-4 and is trained on over 600,000 hours of varied web content, achieving near-human understanding of real-world audio.
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Open Source Licensing Critical for Research Project Success
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That's a totally fair perspective. Just two thoughts, if I may be so bold: – Use the term "source available", not "open source"
– Consider an open source license in the future — MSFT Research's history is littered with projects that failed due to closed licenses! -
Open License Apache 2 Unlocks Project Potential
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I'd *love* to see this great work reach its full potential — a fully open license such as Apache 2 would unlock that, I think.
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Microsoft Research License Restrictions Impact Academic AI Innovation
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This looks very exciting Sebastien – congrats! Any chance we might see the license open up in the future? Currently it's research-only. MSFT has released most cool academic stuff as research-only for the last 25 years or so, and it's really limited its impact IMO.