Marketing AI Show ep 49 was packed w/ news from @GoogleAI (Ads) @Microsoft (CoPilots) @DeepMind (risk warning systems) @MetaAI (multilingual speech project) @AnthropicAI ($$$), @Figure_robot ($$$) @worldnetwork (Sam Altman’s other company) @nvidia ($$$).
LLMS
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NLP and Code Generation: From Impossible to Solved
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10 years ago, the field was working on NLP (understanding, generation), code analysis and generation, and a bunch of other problems that were super hard to solve back then and now they work. So I disagree.
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Training Falcon Model Variants with Extended Context Windows
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If you have some (big) GPUs laying around there’re a lot of cool variant to train on top of Falcon btw. A longer context would be awesome and of course instruction finetuned (TII original IFT one is already #1 on the open leaderboard). Excited to see what you’ll share!
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The Academy of Technologies Analyzes Conversational Agents and ChatGPT
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The Academy of Technologies examines intelligent conversational agents and #ChatGPT Find its analysis here:
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Improving CLIP Training with Language Rewrites via LaCLIP
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Improving CLIP Training with Language Rewrites introduce Language augmented CLIP (LaCLIP), a simple yet highly effective approach to enhance CLIP training through language rewrites. Leveraging the in-context learning capability of large language models, we rewrite the text
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Open LLM Leaderboard on Hugging Face
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And the Open LLM LB: https://
huggingface.co/spaces/Hugging
FaceH4/open_llm_leaderboard
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Falcon 40B Model Now Available on Hugging Face
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Check out Falcon 40B model here: https://
huggingface.co/tiiuae/falcon-
40b
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Falcon LLM Goes Open-Source with Apache 2.0 License
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From 10% royalty to 0%! Falcon (40B and 7B) goes truly open-source with Apache 2.0 license. Falcon 40B currently leads the Open LLM leaderboard beating Facebook's LLAMA 65B model. Open-source will rule! P.S. Image was generated using SD2.1 😉 1/
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SQL Is All You Need for AI and Machine Learning
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SQL Is All You Need https://
bit.ly/45jEc8g #AI #MachineLearning #DeepLearning #LLMs #DataScience -
Process Supervision: Training AI Through Correct Reasoning Steps
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Initial results with process supervision — training an AI by rewarding it for coming up with a correct thought process, not just outputting the right answer. Great results in mathematical reasoning: