Nice introduction of sDPO: Strategic Data Use in Alignment Tuning. https://
linkedin.com/pulse/e1i8-win
dows-worship-ravi-naukarkar-aed5f/?trackingId=ztABINS8QWUZWFhEOAqLeg
… "Enhanced Alignment: Leveraging preference data in stages, sDPO ensures models align more closely with preferences." "Superior Performance: The stepwise approach doesn’t just fine-tune;
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Strategic Data Use in Alignment Tuning: sDPO Approach
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Building ToolLLM With LangGraph.js: API Integration
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New YouTube Video: Building ToolLLM With LangGraph.js Inspired by the ToolLLM paper by @TsingYoga
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Dataverse: High-Quality Data Filtering for LLM Training
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Looking for high-quality data for your LLM training? Try https://
github.com/UpstageAI/data
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…. It filters out low-quality data and generates quality text from large inputs. #solarllm is powered by Dataverse! -
RAPTOR: Hierarchical Indexing for RAG Systems
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RAG From Scratch: Indexing w/ RAPTOR Our RAG From Scratch video series walks through impt RAG concepts in short / focused videos w/ code. This is the 13th video in our series and focuses on hierarchical indexing with RAPTOR. Problem: RAG systems need to handle
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Pretraining Vision and LLMs in Python on AWS
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Pretrain Vision and #LLMs (Large Language Models) in #Python — Techniques for building & deploying foundation models on #AWS: http://
amzn.to/3pT9seD via @PacktPublishing ————
#AI #MachineLearning #DeepLearning #MLOps #BigData #DataScience #NLProc #ComputerVision #DataScientists -
Essential Statistics Concepts for Data Scientists Using R and Python
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Practical #Statistics for #DataScientists — 50+ Essential Concepts Using R and #Python: http://
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Practical Linear Algebra for Data Science with Python
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Practical Linear Algebra for #DataScience — From Core Concepts to Applications Using #Python :: http://
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Essential Mathematics Fundamentals for Data Science and Machine Learning
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Essential Math for #DataScience — Take Control of Your Data with Fundamental #LinearAlgebra, #Calculus, #Probability, and #Statistics: http://
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Kirk Borne Recommends Mastering Machine Learning Algorithms Second Edition
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800-page book — I have a copy & I love it! >> "Mastering #MachineLearning #Algorithms" (2nd Edition): http://
amzn.to/37cDZ7F by @GiuseppeB ——————
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800 Free Online Computer Science Classes with Video Lectures Available
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800 free #ComputerScience classes you can take online right now, most have video lectures: http://
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