BloombergGPT is a purpose-built 50-billion parameter #LLM trained on a 700-billion token corpus that outperforms similar-sized models in financial #NLP tasks. Join us at https://
future.snorkel.ai for a fireside chat with @gideonmann
, Head of ML Product & Research, @TechatBloomberg
LLMS
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BloombergGPT: 50B Parameter LLM for Financial NLP Tasks
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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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Equality of Odds in AI and Machine Learning
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Equality of Odds https://
bit.ly/43h7SBn #AI #MachineLearning #DeepLearning #LLMs #DataScience -
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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Design Richer GPT-4 Prompts with Expert Tips
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Design richer @OpenAI GPT-4 prompts with tips from @GioTarraf
, including using the "act as" roleplaying technique, getting proper third-party sources cited, and reducing 'hallucinations'. -
Meta LLaMA regulation policy and foundation model access trends
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Whether that's good or not depends on your perspective, but the numbers are constantly going up. We'll see if that pushes Meta to do something more permissive with LLaMA, or how OpenAI and other foundation model developers asking for increased regulation react.
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Model Performance Comparison: Falcon Leaderboard Ranking Analysis
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That's probably not the case! Different models perform well at different things, and the harness is an *average* for a reason. But it's notable just how much effort went into highlighting that Falcon topped said leaderboard.
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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.)
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Falcon 40B License Change: Open Source LLM Update
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Today's issue of Supervised is about the bizarre week for Falcon 40B, the latest open source LLM that was just placed under a more permissive open source license. It launched last week under a license that required royalties past a certain level of revenue—which changed Wednesday