I one discussion you see often is whether superhuman intelligence is possible, given that AI is human trained I don’t buy all of these points, but I think this is a well-laid out list of arguments AI may be able to be more “intelligent” than the source material it was trained on
LLMS
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Over 1M AI Models Released Daily on Hugging Face
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Great article by @TechCrunch but what we've been saying for years is even more extreme than that. There's over 1M models on HF & thousands are released every day! Ultimately, there will be as many models as code repositories for every single company, use-case and features. The
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Open Models and Efficient Hardware Making AI More Accessible
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"The combination of powerful open models like LLaMA and highly efficient “AI-first” inference hardware like Groq’s could make advanced language AI more cost-effective and accessible to a wider range of businesses and developers." – @MichaelFNunez
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Chat with PDFs Using Local LLMs and Ollama RAG
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How to chat with your PDFs using local Large Language Models [Ollama RAG] Covers loading PDFs with Unstructured, splitting that text data with RecursiveCharacterTextSplitter, creating embeddings with Ollama https://
youtube.com/watch?v=ztBJqz
BU5kc&t=1s
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Kaplan Scaling Laws and Chinchilla Ratio in GPT-3 Sizing
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i think this implication is drawn from the context re: kaplan scaling laws paper. and yes could extrapolate but i think the chinchilla ratio contributed to gpt3 sizing?
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Vector Space Mapping for Semantic Search and Fuzzy Matching
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Similar concepts are mapped to nearby points in the high-dimensional vector space, enabling fuzzy matching and retrieval based on conceptual relevance rather than just keyword matching.
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Vector Databases: Storing High-Dimensional Data Embeddings
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What is a vector databases? A vector database is a database system designed to store and search high-dimensional vector representations of data, such as text embeddings produced by large language models.
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Vector Databases Enable Customized AI Applications with LLMs
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Vector databases are key to building customised AI applications for businesses and individuals LLMs coupled with vector dbs can do wonders for the developers Learn more about vector databases from @daansan_ml
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Groq’s API Integration and Performance Revolutionizing LLM Development
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"With its seamless API integration and unparalleled performance, Groq is poised to disrupt the status quo and set a new standard for LLM development." https://
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Open LLM Leaderboard Results Excluding GSM8K
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all on open llm lb except gsm8k. dont see the screenshot? lol