Congratulations on the stellar release! The model checkpoints and a detailed report – truly Christmas is here!
LLMS
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DeepSeek Technical Report: 14.8T Tokens, GPT-4o Performance
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The DeepSeek Technical Report is out!! Trained on 14.8 Trillion Tokens, outperforms all open-source models, comparable to GPT-4o and Claude-Sonnet-3.5 Key contributions: > Load Balancing Strategy: Introduced an auxiliary-loss-free approach to minimize performance
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LLMs Extract Insights from Unstructured Data Without Clean Databases
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Les LLM peuvent traiter n'importe quel data non structurée et en sortir des insights. Plus besoin de contraintes à structurer de belles bases de données propres.
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DeepSeek Chat Platform Offers Significantly Faster Performance
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Atleast on http://
chat.deepseek.com it’s much much faster! -
Model Configuration and Next Predict Layers Parameter Discussion
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yeah, config.json + modeling looks pretty much the same. Still no reference of “num_nextn_predict_layers” in modeling
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DeepSeek Instruct Open Weight LLM Released on Hub
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Holy fuck! They also dropped the Instruct model on the Hub – that’s literally the same model that runs on DeepSeek Chat! That’s the best open weight LLM right now and second best on AiderBench (after o1) Now we wait for the model card!
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Create GPTs in ChatGPT to automate tasks with mega prompt
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I turned ChatGPT into my personal assistant. And now I only work for 60 minutes a day because of my GPTs. So, if you want to create GPTs in ChatGPT to automate all your tasks then I have created "GPT Creator Mega Prompt" for you. Like + comment "GPT" and I'll DM you the file.
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LLM-Generated Homepage: Day 1 Results Show Mostly Inaccurate Content
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For the next 12 days, Nicholas Carlini is letting a different LLM make him a new homepage. Day 1: o1-mini. It makes 43 unique statements about Nicholas. 32 are completely false, 9 have major errors, and 2 are factually correct. Looks nice though. https://
nicholas.carlini.com/writing/2025/l
lms-write-my-bio.html
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Comprehensive Data Scientist Handbook: Essential Learning Resources
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GitHub – andresvourakis/data-scientist-handbook: This is a repo with links to everything you'd ever want to learn about data science https://
bit.ly/3N6nZvo
#AI #MachineLearning #DeepLearning #LLMs #DataScience
