4). A Survey on Data Synthesis and Augmentation for LLMs – provides a comprehensive summary of data generation techniques in the lifecycle of LLMs; includes discussions on data preparation, pre-training, fine-tuning, instruction-tuning, preference alignment, and applications.
DATA
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LongRAG Enhances RAG Understanding Long-Context Knowledge
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5). LongRAG – enhances RAG's understanding of long-context knowledge which includes global information and factual details; consists of a hybrid retriever, an LLM-augmented information extractor, a CoT-guided filter, and an LLM-augmented generator…
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Aya Expanse: Multilingual Foundation Models 8B and 32B Parameters
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2). Aya Expanse – a family of open-weight foundation models for multilingual capabilities; releases an 8B and 32B parameter model, including one of the largest multilingual dataset collections to date, with 513 million examples… https://t.co/LWH49PJKZ0
— DAIR.AI (@dair_ai) 27 octobre 20242). Aya Expanse – a family of open-weight foundation models for multilingual capabilities; releases an 8B and 32B parameter model, including one of the largest multilingual dataset collections to date, with 513 million examples…
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Top ML Papers of the Week: LongRAG, Granite 3.0, and Beyond
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The Top ML Papers of the Week (Oct 21 – 27): – LongRAG
– Granite 3.0
– Data Synthesis Overview
– Agentic Information Retrieval
– Scalable Watermarking for LLMs
– A Theoretical Understanding of CoT Read on for more: -
Predicting the Future of Distributed Systems
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Predicting the Future of Distributed Systems https://
bit.ly/3XPJ9CZ
#AI #MachineLearning #DeepLearning #LLMs #DataScience -
Building Robust Data Foundation for Oil Gas Operations
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Lessons from the Field: Creating a Robust Data Foundation for the Oil & Gas Sector
— Lucian Fogoros (@fogoros) 27 octobre 2024
An interview with Paula Doyle, Chief Digital Officer (CDO), Aker BP, and Knut Johannessen Vidvei, SVP Head of Product Management @CogniteData. https://t.co/6AatLCBZRG #sponsored #cognite_iiot pic.twitter.com/zg5XB4yERFLessons from the Field: Creating a Robust Data Foundation for the Oil & Gas Sector An interview with Paula Doyle, Chief Digital Officer (CDO), Aker BP, and Knut Johannessen Vidvei, SVP Head of Product Management @CogniteData
. https://
buff.ly/3YmrlPY #sponsored #cognite_iiot -
William Guy Lecturers 2024-25 AI and Machine Learning Series
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Current William Guy Lecturers 2024-25 https://
bit.ly/4gRscRt
#AI #MachineLearning #DeepLearning #LLMs #DataScience -
IIoT Standards Break Data Silos Drive Industrial Innovation
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Is your business stuck in #datasilos? Standards hold the key to unleashing the full power of #IIoT! Learn how they drive innovation, efficiency, and collaboration in industrial settings. Read more: https://
buff.ly/4eWt3hR #sponsored #hivemq_iiot #highbyte_iiot #DataIntegration -
Master Data Engineering Best Practices with AI Tools
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Sharpen your data engineering expertise with the latest best practices. Our Big Book of Data Engineering shares practical guidance on: Using AI tools for faster code dev Scaling ETL pipelines Implementing data governance And more: https://
dbricks.co/4hmbDNO -
Relational Deep Learning Transforms AI Feature Engineering
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How is Relational Deep Learning transforming AI?
— Databricks (@databricks) 25 octobre 2024
On #DataBrew, @jure, Co-founder of Kumo AI, @dennylee & Brooke Wenig discuss how RDL automates feature engineering, boosts predictive modeling & simplifies complex data with graph neural networks: https://t.co/uh43xHuCaF pic.twitter.com/zhgXXfM2gCHow is Relational Deep Learning transforming AI? On #DataBrew, @jure
, Co-founder of Kumo AI, @dennylee & Brooke Wenig discuss how RDL automates feature engineering, boosts predictive modeling & simplifies complex data with graph neural networks: https://
dbricks.co/4eXX6Gr