As of my last update in September 2021, Edward Grefenstette is a renowned researcher in the field of artificial intelligence and natural language processing, particularly known for his contributions to the area of deep learning. There is no information suggesting that he is
RESEARCH
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Weak Supervision for Open-Source LLM Instruction Tuning Data Curation
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We used weak supervision to programmatically curate instruction tuning data for open-source LLMs like Llama 2 and RedPajama, enabling more granular error analysis and higher quality—without an army of manual annotators. Links to data and models on the blog!
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Rigorous AI Research Methodology on arXiv
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Take a look at this one where we do it correctly and rigorously https://
arxiv.org/abs/2302.07400 -
MIT AI Tool Generates Novel Proteins Using Diffusion Models
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MIT computational tool uses generative AI to craft previously unseen proteins by incorporating frames into diffusion models. Each frame aligns w/the properties of protein structures, enabling the tool to potentially enhance biomedicine & drug delivery: https://
bit.ly/3JWCHnH -
Samsung Foundry Partners with Tenstorrent and Groq on AI Semiconductor R&D
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"Samsung Foundry has recently launched Research & Development projects with American AI semiconductor startups Tenstorrent and Groq… both companies are considered promising firms in the global AI industry."
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FlashAttention-2: 2x Faster Attention with Better Parallelism
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FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning FlashAttention-2 is 2x faster than previous version. Release blog: https://
crfm.stanford.edu/2023/07/17/fla
sh2.html
… Paper: https://
tridao.me/publications/f
lash2/flash2.pdf
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LLaMA 2 from Meta AI: Major Improvements and New Features
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Probably the biggest highlight of this week is LLaMA 2 from Meta AI. LLaMA 2 is improved version of LLaMA 1. It was trained on more data(40% more than LLaMa 1) and it has 4K context length(double the previous context). LLaMA 2 release package contains 3 model sizes(7B, 13B,
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Weekly Thread on Latest AI and ML Developments
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In the light of our short context window and lots of cool things that are coming out instantly, I am starting a weekly running thread of things that I find useful spanning a wide variety of topics from LLMs, vision, robotics, multimodals LLMs, etc… I have been jotting down
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MIT’s Free Linear Algebra Course by Professor Gilbert Strang
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The best linear algebra course you can take. 100% Free! MIT's Professor Gilbert Strang. Go through these videos, and you'll never have a problem with linear algebra again! https://
ocw.mit.edu/courses/mathem
atics/18-06-linear-algebra-spring-2010/index.htm
… Stay tuned! We have a lot of resources to share! -
ADAS Algorithm Research Enhances Vehicle Occupant Safety
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🚗🔬 Making strides in enhancing occupant safety through algorithm research with vehicle ADAS systems! #SafetyFirst🦺 https://t.co/VhZ5CfO0Ci
— MathWorks (@MathWorks) 20 juillet 2023Making strides in enhancing occupant safety through algorithm research with vehicle ADAS systems! #SafetyFirst