Training of deep learning models by “hill climbing” seems like it should be impossible because of our intuitions from 3D life. Turns out they don’t prepare us to understand what’s possible in billion-dimensional spaces.
MACHINE LEARNING
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Fast.ai Course Becomes MOOC Early 2023 with Book
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Yes the current http://
fast.ai course. You missed doing it live but it'll be a MOOC in early 2023. Also our book has a lot of the same stuff. -
New Embedding Model Advances Language Processing and Code Tasks
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Our new embedding model is significantly more capable at language processing and code tasks, cost effective, and simpler to use.
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New Embedding Model Outperforms Previous Best at 99.8% Lower Cost
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Just released a new embedding model which outperforms our previous best one while being 99.8% cheaper:
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What if smaller, sparser models all fail?
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there is ongoing research toward smaller, sparser, human-efficient models, but what if they *all* fail. scary thought.
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CICERO Achieves Top 10% Performance in Online Diplomacy League
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If you guessed ‘double the average score of the human players’ you are correct! CICERO’s score ranked it in the top 10% of participants who played more than one game in the online league. Read about CICERO’s gameplay
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EdoAbati’s Fine-Tuned Whisper Model Achieves Superior Performance Score
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Italian EdoAbati's fine-tuned Whisper large checkpoint scores a fantastic 6.3 when compared to 9.4 (large) Model:
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Fine-tuned Whisper Model Achieves Breakthrough Northern Sami Language Support
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Saved the special one for the last! Northern Sami language – A language that is not even supported by the Whisper model. @versae
's fine-tuned Whisper large checkpoint gets an astounding 24.55 Model: