8/ ChemLLM – a dedicated LLM trained for chemistry-related tasks; claims to outperform GPT-3.5 on principal tasks such as name conversion, molecular caption, and reaction prediction; it also surpasses GPT-4 on two of these tasks.
LLMS
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Survey of Major LLM Families: GPT, Llama, PaLM
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9/ Survey of LLMs – reviews three popular families of LLMs (GPT, Llama, PaLM), their characteristics, contributions, and limitations; includes a summary of capabilities and techniques developed to build and augment LLM.
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LLM Agents Demonstrate Autonomous Website Hacking Capabilities
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10/ LLM Agents can Hack – shows that LLM agents can automatically hack websites and perform tasks like SQL injections without human feedback or explicit knowledge about the vulnerability beforehand.
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TestGen-LLM Uses AI to Improve Software Testing Coverage
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7/ TestGen-LLM – uses LLMs to improve existing human-written tests; reports that after an evaluation on Reels and Stories products for Instagram, 75% of TestGen-LLM's test cases were built correctly, 57% passed reliably, and 25% increased coverage.
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Gemini 1.5: Compute-Efficient Multimodal Mixture-of-Experts Model
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2/ Gemini 1.5 – a compute-efficient multimodal mixture-of-experts model with capabilities such as recalling and reasoning over long-form content; reasons over long documents potentially containing millions of tokens, including hours of video and audio.https://t.co/oZyOtMNBnR
— DAIR.AI (@dair_ai) 18 février 20242/ Gemini 1.5 – a compute-efficient multimodal mixture-of-experts model with capabilities such as recalling and reasoning over long-form content; reasons over long documents potentially containing millions of tokens, including hours of video and audio.
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Top ML Papers Week: Sora, Gemini 1.5, Agents
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The Top ML Papers of the Week (Feb 12 – Feb 18): – Sora
– Gemini 1.5
– OS-Copilot
– TestGen-LLM
– Large World Model
– LLM Agents can Hack
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AI Edits Testing Reports for Style and Tone
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As an AI-driven media publication, we use AI to edit testing reports based on the author's style, tone, structure and voice.
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GPT4.5 Canceled, OpenAI Moving Directly to GPT5
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Afaik GPT4.5 has been canceled and it’s now directly to GPT5
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Excitement for GPT5 Release and AI Acceleration
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Yeah, makes me even more hyped for GPT5 than before! Love the acceleration