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Tag: dataset

  • Hacker News: Task-Specific LLM Evals That Do and Don’t Work

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    Source URL: https://eugeneyan.com/writing/evals/ Source: Hacker News Title: Task-Specific LLM Evals That Do and Don’t Work Feedly Summary: Comments AI Summary and Description: Yes Summary: The text presents a comprehensive overview of evaluation metrics for machine learning tasks, specifically focusing on classification, summarization, and translation within the context of large language models (LLMs). It highlights the…

  • Hacker News: MIT largest open-source car design dataset, incl aerodynamics, to speed design

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    Source URL: https://news.mit.edu/2024/design-future-car-with-8000-design-options-1205 Source: Hacker News Title: MIT largest open-source car design dataset, incl aerodynamics, to speed design Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The new dataset, DrivAerNet++, created by MIT engineers, comprises over 8,000 simulated car designs with aerodynamics data, made publicly available for the first time. This open-source dataset will…

  • Simon Willison’s Weblog: Meta AI release Llama 3.3

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    Source URL: https://simonwillison.net/2024/Dec/6/llama-33/#atom-everything Source: Simon Willison’s Weblog Title: Meta AI release Llama 3.3 Feedly Summary: Meta AI release Llama 3.3 This new Llama-3.3-70B-Instruct model from Meta AI makes some bold claims: This model delivers similar performance to Llama 3.1 405B with cost effective inference that’s feasible to run locally on common developer workstations. I have…

  • Hacker News: Llama-3.3-70B-Instruct

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    Source URL: https://huggingface.co/meta-llama/Llama-3.3-70B-Instruct Source: Hacker News Title: Llama-3.3-70B-Instruct Feedly Summary: Comments AI Summary and Description: Yes Summary: The text provides comprehensive information about the Meta Llama 3.3 multilingual large language model, highlighting its architecture, training methodologies, intended use cases, safety measures, and performance benchmarks. It elucidates the model’s capabilities, including its pretraining on extensive datasets…

  • Simon Willison’s Weblog: datasette-enrichments-llm

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    Source URL: https://simonwillison.net/2024/Dec/5/datasette-enrichments-llm/#atom-everything Source: Simon Willison’s Weblog Title: datasette-enrichments-llm Feedly Summary: datasette-enrichments-llm Today’s new alpha release is datasette-enrichments-llm, a plugin for Datasette 1.0a+ that provides an enrichment that lets you run prompts against data from one or more column and store the result in another column. So far it’s a light re-implementation of the existing…

  • Hacker News: PaliGemma 2: Powerful Vision-Language Models, Simple Fine-Tuning

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    Source URL: https://developers.googleblog.com/en/introducing-paligemma-2-powerful-vision-language-models-simple-fine-tuning/ Source: Hacker News Title: PaliGemma 2: Powerful Vision-Language Models, Simple Fine-Tuning Feedly Summary: Comments AI Summary and Description: Yes Summary: The text introduces PaliGemma 2, an advanced vision-language model that enhances AI’s ability to interpret and interact with visual inputs. It emphasizes scalability, context-aware captioning, and ease of upgrading, presenting significant implications…

  • Hacker News: A16Z 2025 Big Ideas for Crypto

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    Source URL: https://a16zcrypto.com/posts/article/big-ideas-crypto-2025/ Source: Hacker News Title: A16Z 2025 Big Ideas for Crypto Feedly Summary: Comments AI Summary and Description: Yes Summary: The text outlines emerging trends in AI, crypto, and governance that may shape the technology landscape in 2025. It highlights the transition of AIs into agentic roles, the necessity of unique digital identities,…

  • Simon Willison’s Weblog: New Pleias 1.0 LLMs trained exclusively on openly licensed data

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    Source URL: https://simonwillison.net/2024/Dec/5/pleias-llms/#atom-everything Source: Simon Willison’s Weblog Title: New Pleias 1.0 LLMs trained exclusively on openly licensed data Feedly Summary: New Pleias 1.0 LLMs trained exclusively on openly licensed data I wrote about the Common Corpus public domain dataset back in March. Now Pleias, the team behind Common Corpus, have released the first family of…

  • Cloud Blog: Moloco: 10x faster model training times with TPUs on Google Kubernetes Engine

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    Source URL: https://cloud.google.com/blog/products/containers-kubernetes/moloco-uses-gke-and-tpus-for-ml-workloads/ Source: Cloud Blog Title: Moloco: 10x faster model training times with TPUs on Google Kubernetes Engine Feedly Summary: In today’s congested digital landscape, businesses of all sizes face the challenge of optimizing their marketing budgets. They must find ways to stand out amid the bombardment of messages vying for potential customers’ attention.…

  • The Register: Google DeepMind touts AI model for ‘better’ global weather forecasting

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    Source URL: https://www.theregister.com/2024/12/05/google_deepmind_weather_model/ Source: The Register Title: Google DeepMind touts AI model for ‘better’ global weather forecasting Feedly Summary: Bases predictions on historical data, instead of solving physics equations Google DeepMind researchers claim they’ve used machine learning to devise a model that can deliver better 15-day weather forecasts and requires only modest quantities of compute…