the point is not memorizing pointless information but demonstrating memory traces of ever creating technology
MACHINE LEARNING
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New LLM Fine-Tuning Method for Enhanced Downstream Task Performance
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From @bindureddy at @abacusai >> New way to fine tune #LLMs for better performance on downstream tasks (e.g, reasoning & summarization) Research paper: https://
arxiv.org/abs/2402.13228 The model: https://
huggingface.co/abacusai/Smaug
-Mixtral-v0.1
… #GenerativeAI #AI #GenAI #ML #DataScience -
Kirk Borne Launches Two Online Machine Learning Modeling Courses
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2 online #DataScience #MachineLearning Modeling Courses by me, here:
DS 101: https://
aiplus.odsc.com/courses/ds-101
-machine-learning-modelling-in-theory-practice
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DS 102: https://
aiplus.odsc.com/courses/ds-102
-machine-learning-modelling-in-theory-practice
…
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#BigData #AI #DataScientists #PredictiveModeling #Algorithms #DataLiteracy #PredictiveAnalytics #IoT #IIoT #ODSC @LeadershipData @_odsc -
Modeling Mindsets: Learning From Data by Christoph Molnar
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“Modeling Mindsets: The Many Cultures Of Learning From Data" by @ChristophMolnar at http://
amzn.to/3P3oNDs
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#DataScience #Statistics #DataAnalytics #MachineLearning #AI #DataScientists #BigData #Analytics -
LLMs for Tabular Data: Techniques, Models and Research Directions
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9/ LLMs on Tabular Data – an overview of LLMs for tabular data tasks including key techniques, metrics, datasets, models, and optimization approaches; it covers limitations and unexplored ideas with insights for future research directions.
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Comprehensive Overview and Analysis of LLM Datasets
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4/ Dataset for LLMs – a comprehensive overview (180+ pages) and analysis of LLM datasets.
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BitNet b1.58: High-Performance 1-bit LLM Architecture
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3/ The Era of 1-bit LLMs – introduces a high-performing and cost-effective 1-bit LLM variant called BitNet b1.58 where every parameter is a ternary {-1, 0, 1}.
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MOSAIC: Modular AI System for Assistive Interactive Cooking
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MOSAIC: A Modular System for Assistive and Interactive Cooking Wang et al.: https://
arxiv.org/abs/2402.18796 #ArtificialIntelligence #DeepLearning #MachineLearning -
Free Online Courses for Data Science and Machine Learning Skills
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Free Courses to Learn #DataScience, #DataEngineering, #MachineLearning, #MLOps, and #LLMOps: https://
kdnuggets.com/collection-of-
free-courses-to-learn-data-science-data-engineering-machine-learning-mlops-and-llmops
… via @kdnuggets ————
#AI #DeepLearning #DataScientists -
ML Advances 3D Capture Quality Despite Performance Loading Challenges
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ML can finally clean up 3D captures to be actually good now instead of just novel — 3D photos will be a significant value to almost everyone that likes 2D photos. Taking 100x as long to load as a normal photo in social media feeds will be a significant headwind, though.