3/ Eight Things to Know about LLMs – discusses important considerations regarding the capabilities and limitations of LLMs.
@dair_ai
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New 50-Page Survey on Large Language Models Released
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4/ A Survey of LLMs – a new 50 pages survey on large language models.
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Segment Anything Model releases billion mask segmentation dataset
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1/ Segment Anything Model – a set of resources for image segmentation; releases the largest segmentation dataset with over 1B masks on 11M licensed images; the model’s zero-shot performance is competitive with or superior to fully supervised results.https://t.co/sJvKhmeECe
— DAIR.AI (@dair_ai) 9 avril 20231/ Segment Anything Model – a set of resources for image segmentation; releases the largest segmentation dataset with over 1B masks on 11M licensed images; the model’s zero-shot performance is competitive with or superior to fully supervised results.
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GPT-4 Instruction Tuning Dataset for LLaMA Models
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2/ Instruction Tuning with GPT-4 – a "first attempt" to use GPT-4 to generate instruction-following data for LLM fine-tuning; includes 52K unique English & Chinese instruction-following data used to instruction-tune LLaMA models.
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Top ML Papers Week April 3-9 Segment Anything Model
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Top ML Papers of the Week (April 3 – 9): – Segment Anything Model
– SegGPT
– A Survey of LLMs
– Instruction Tuning with GPT-4
– 8 Things to Know about LLMs
– Summary of ChatGPT/GPT-4 Research
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Community Contributors Wanted for AI Initiatives
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Important to call out how important the community is with these efforts. We are always looking for contributors, supporters, and partners. Reach out if you are interested. Discord:
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Prompt Engineering Guide and ML Papers Trending on GitHub
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GitHub Trending is one of the best places to learn what's trending in AI. Both our Prompt Engineering Guide & ML Papers of the Week are trending today! We are excited to continue with our efforts to make ML more accessible. https://
github.com/dair-ai/Prompt
-Engineering-Guide
… https://
github.com/dair-ai/ML-Pap
ers-of-the-Week
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Machine Learning Advances for Solving Partial Differential Equations
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10/ ML for Partial Differential Equations – a review examining avenues of partial differential equations research advanced by machine learning.
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Dialog-Enabled Resolving Agents Enhance LLM Clinical Task Performance
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8/ Dialog-Enabled Resolving Agents (DERA) – a paradigm to enhance large language model completions by allowing models to communicate feedback and iteratively improve output; DERA outperforms base GPT-4 on clinically-focused tasks.
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Natural Selection Favors AI Systems Over Humans: Risks and Mitigation
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9/ Natural Selection Favors AIs over Humans – discusses why AI systems will be more fit than humans and the potential dangers and risks involved, including ways to mitigate them.