Lots of excitement around open source LLMs. VERY excited to announce our next @langchain meetup in SF will be focused on exactly that! Excited to be joined by @MichelTricot @lm_zheng @robertnishihara and @charles_irl for some fun presentations
OPEN SOURCE
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Half of Library Written in Rust for Superior Performance
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Half of this lib is in Rust. Super fast.
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MineDojo Advances Self-Supervised Behavioral Cloning Research
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Great to see more work building on our MineDojo! It combines self-supervised behavioral cloning and best practices from ext-conditioned image generation. https://t.co/z4LDplrBd6
— Prof. Anima Anandkumar (@AnimaAnandkumar) 3 juin 2023Great to see more work building on our MineDojo! It combines self-supervised behavioral cloning and best practices from ext-conditioned image generation.
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Mojo Programming Language Achieves 35000x Speedup Over Python
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Here's my conversation with Chris Lattner (
@clattner_llvm
), a legendary engineer, his 3rd time on the podcast. We talk about Modular AI and Mojo, a new programming language that is a superset of Python and can achieve 35,000x+ speed ups over Python. https://
youtube.com/watch?v=pdJQ8i
VTwj8
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Hugging Face Launches Data Sourcing Report for Image Datasets
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he Data Sourcing report (powered by @spawning_ ) that's displayed on dataset pages on @huggingface is now computed for all datasets that contain image URLs Another step for data governance in the AI age.
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OpenSearch Tutorial: Document Embedding and Semantic Search
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3/ The tutorial includes step-by-step instructions to set up an OpenSearch instance, embed documents using Cohere, create an index for your documents, and query similar documents using Cohere embeddings.
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Semantic Search Power with OpenSearch and Cohere Embeddings
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5/ Try it out to experience the power of semantic search firsthand. With OpenSearch's scalability and Cohere's high-quality embeddings, the potential for improved text search is boundless. https://
dashboard.cohere.ai/welcome/regist
er
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Semantic Search Implementation with OpenSearch and Cohere
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1/ Nabila Abraham introduces a detailed guide on implementing semantic search using OpenSearch and Cohere, a powerful combination for searching large data sets. Follow the link for a comprehensive demo:
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Falcon’s Cultural Impact on Open Source Model Competition
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But Falcon might also have a separate cultural impact crater. It aggressively highlighted that it topped the Hugging Face leaderboard in terms of average performance on the Eleuther AI model eval harness. And we are probably going to see a lot more of that in OSS going forward.
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Falcon Becomes First Permissive Open-Source Model to Beat LLaMA
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Falcon is now the first permissive open-source model to "beat" LLaMA, which is still for research purposes. There's been a lot of buzz around open source models, but we haven't really seen them in prod at the scale of a GPT-4 (which most people I talk to use out of convenience.)