Tag: Synthetic Data
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Hacker News: DeepSeek: Advancing theorem proving in LLMs through large-scale synthetic data
Source URL: https://arxiv.org/abs/2405.14333 Source: Hacker News Title: DeepSeek: Advancing theorem proving in LLMs through large-scale synthetic data Feedly Summary: Comments AI Summary and Description: Yes Summary: The paper introduces DeepSeek-Prover, an innovative approach that leverages large-scale synthetic data to improve the capabilities of large language models (LLMs) in formal theorem proving. It highlights the challenges…
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Hacker News: Llama 405B 506 tokens/second on an H200
Source URL: https://developer.nvidia.com/blog/boosting-llama-3-1-405b-throughput-by-another-1-5x-on-nvidia-h200-tensor-core-gpus-and-nvlink-switch/ Source: Hacker News Title: Llama 405B 506 tokens/second on an H200 Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses advancements in LLM (Large Language Model) processing techniques, specifically focusing on tensor and pipeline parallelism within NVIDIA’s architecture, enhancing performance in inference tasks. It provides insights into how these…
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Cloud Blog: Generating synthetic data with BigQuery and Gretel
Source URL: https://cloud.google.com/blog/products/data-analytics/create-synthetic-data-with-gretel-in-bigquery/ Source: Cloud Blog Title: Generating synthetic data with BigQuery and Gretel Feedly Summary: Big data and AI have revolutionized how businesses operate, but also present new challenges, particularly concerning data privacy and accessibility. Organizations increasingly rely on large datasets to train machine learning models and develop data-driven insights, but accessing and using…
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CSA: Proposed 3D Matrix Framework for Synthetic Data
Source URL: https://cloudsecurityalliance.org/blog/2024/10/04/reflections-on-nist-symposium-in-september-2024-part-1 Source: CSA Title: Proposed 3D Matrix Framework for Synthetic Data Feedly Summary: AI Summary and Description: Yes **Summary:** The text discusses a framework for understanding and managing risks associated with synthetic data, developed in response to insights shared at the NIST symposium “Unleashing AI Innovation, Enabling Trust.” The proposed 3D matrix framework,…
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Hacker News: AI Has Created a Battle over Web Crawling
Source URL: https://spectrum.ieee.org/web-crawling Source: Hacker News Title: AI Has Created a Battle over Web Crawling Feedly Summary: Comments AI Summary and Description: Yes Summary: The text addresses the evolving dynamics of data usage in generative AI, highlighting the implications of restrictive data access policies for AI model training and the potential implications for AI companies.…
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Hacker News: OpenAI shows ‘Strawberry’ to feds, races to launch it
Source URL: https://www.lesswrong.com/posts/8oX4FTRa8MJodArhj/the-information-openai-shows-strawberry-to-feds-races-to Source: Hacker News Title: OpenAI shows ‘Strawberry’ to feds, races to launch it Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses OpenAI’s new model code-named Strawberry, which aims to enhance the capabilities of future AI models like Orion by producing high-quality synthetic data and reducing errors known as…
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New York Times – Artificial Intelligence : When A.I.’s Output Is a Threat to A.I. Itself
Source URL: https://www.nytimes.com/interactive/2024/08/26/upshot/ai-synthetic-data.html Source: New York Times – Artificial Intelligence Title: When A.I.’s Output Is a Threat to A.I. Itself Feedly Summary: As A.I.-generated data becomes harder to detect, it’s increasingly likely to be ingested by future A.I., leading to worse results. AI Summary and Description: Yes Summary: The text highlights the emerging problems associated…