If you were to fix one thing on the Hugging Face Hub, what would it be? What's your biggest gripe with the hub – let's fix it; the more, the merrier.
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Software Testing Through Natural Language and AI Technologies
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Putting Software To The Test Using Natural Language And AI
#AI #AIio #BigData #ML #NLU #Futureofwork @DeepLearn007 @albertogaruccio @alvinfoo @andi_staub @andy_lucerne @antgrasso @BernardMarr @enricomolinari -
HtmlRAG: Novel HTML-Based Approach for RAG Systems
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10). HtmlRAG – a novel approach that proposes using HTML instead of plain text as the format for building RAG systems; the key finding is that preserving HTML structure provides richer semantic and structural information compared to plain text conversion, which typically loses
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Optimal Retrieval Methods in RAG Pipelines for QA
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7). Toward Optimal Search and Retrieval for RAG – examines how retrieval affects performance in RAG pipelines for QA tasks; conducts experiments using BGE-base and ColBERT retrievers with LLaMA and Mistral, finding that including more gold (relevant) documents improves QA
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OpenCoder: Open-Source LLM for Code Generation
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4). OpenCoder – introduces OpenCoder, a fully open-source LLM specialized for code generation and understanding; the authors identify several critical factors for building high-performing code LLMs: (1) effective data cleaning with code-optimized heuristic rules for
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Top ML Papers of the Week: RAG, Transformers, and Optimization
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The Top ML Papers of the Week (Nov 11 – 17): – HtmlRAG
– OpenCoder
– Mixture of Transformer
– A Taxonomy of AgentOps
– Scaling Laws for Precision
– Toward Optimal Search and Retrieval for RAG Read on for more: -
Dynamic Section Retrieval Demo Notebook LlamaParse
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Dynamic section retrieval, demo notebook: https://
github.com/run-llama/llam
a_parse/blob/main/examples/advanced_rag/dynamic_section_retrieval.ipynb
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Dynamic Section Retrieval Solves RAG Context Fragmentation Problem
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Dynamic section retrieval solves a major pain point in RAG! We've all struggled with naive RAG techniques that return fragmented context without awareness of the surrounding document. It leaves us with disjointed chunks and incomplete information. But not anymore! @Llama_Index
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Deep Learning-Guided Program Synthesis: Growing Ideas Into Reality
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Now is the time for DL-guided program synthesis. The world is a garden — plant your ideas and watch them grow
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Distance Measures in Statistics and Data Science
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Distance Measures in #Statistics and #DataScience. @abacusai #BigData #Analytics #AI #MachineLearning #IoT #IIoT #Python #RStats #TensorFlow #Java #JavaScript #GoLang #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode https://
geni.us/ABACUS-AI