Lots more open source AI goodies here.
Including FAISS, DINOv2, Detectron2, Segment Anything, CodeLlama, Nougat, PyTorch-BigGraph, fastText, …
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Major Open Source AI Tools and Frameworks Released
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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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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! -
OpenAI DevDay Breakout Sessions: New Developer Features
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Our OpenAI DevDay Breakout Sessions are now live on YouTube. Check out deeper dives of our new features for developers, techniques for maximizing LLM performance, and more.
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Self-Attention Mechanism Implementation for Language Models
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Understanding and Coding the Self-Attention Mechanism of Large Language Models From Scratch https://
bit.ly/3YL821l #AI #DeepLearning #MachineLearning #DataScience -
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 Confuses Open Source with Source Available
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IIRC in the past MSFT has confused "open source" with "source available" in their messaging. I guess that's what's happening here too.
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Normalization Layers in Deep Learning Model Experiments
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Thanks for sharing this interesting work. What kind of normalisation layers did you model use for these experiments?
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RAG with SQL and Semantic Search using PGVector
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RAG w/ SQL + Semantic Search with PGVector A new LangChain template from @manuelsoria_ focuses on doing RAG (retrieval augmented generation) via a combination of SQL and semantic search It does this by writing PostgresSQL – which with the PGVector plugin allows for