Tag: training

  • Hacker News: What happens if we remove 50 percent of Llama?

    Source URL: https://neuralmagic.com/blog/24-sparse-llama-smaller-models-for-efficient-gpu-inference/ Source: Hacker News Title: What happens if we remove 50 percent of Llama? Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The document introduces Sparse Llama 3.1, a foundational model designed to improve efficiency in large language models (LLMs) through innovative sparsity and quantization techniques. The model offers significant benefits in…

  • Hacker News: NaNoGenMo 2024 novel from AI captioned stills from the movie A.I

    Source URL: https://github.com/barnoid/AIAI2 Source: Hacker News Title: NaNoGenMo 2024 novel from AI captioned stills from the movie A.I Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the creative process of generating a novelization of the film “A.I. Artificial Intelligence” using AI tools, particularly emphasizing the use of a local instance of…

  • The Register: Interpol nabs thousands, seizes millions in global cybercrime-busting op

    Source URL: https://www.theregister.com/2024/12/01/interpol_cybercrime_busting/ Source: The Register Title: Interpol nabs thousands, seizes millions in global cybercrime-busting op Feedly Summary: Also, script kiddies still a threat, Tornado Cash is back, UK firms lose billions to avoidable attacks, and more Infosec in brief Interpol and its financial supporters in the South Korean government are back with another round…

  • Hacker News: Procedural Knowledge in Pretraining Drives Reasoning in Large Language Models

    Source URL: https://arxiv.org/abs/2411.12580 Source: Hacker News Title: Procedural Knowledge in Pretraining Drives Reasoning in Large Language Models Feedly Summary: Comments AI Summary and Description: Yes Summary: The paper discusses how procedural knowledge in pretraining influences the reasoning capabilities of Large Language Models (LLMs). It reveals that while LLMs demonstrate proficiency in problem-solving, their reasoning is…

  • Hacker News: AI Search Engineer at Activeloop (YC S18): Build Multi-Modal Enterprise Search

    Source URL: https://www.workatastartup.com/jobs/68254 Source: Hacker News Title: AI Search Engineer at Activeloop (YC S18): Build Multi-Modal Enterprise Search Feedly Summary: Comments AI Summary and Description: Yes Summary: The text introduces Activeloop’s innovative API and platform that focuses on multi-modal AI dataset management, specifically designed for large-scale model training and retrieval optimization. This is particularly relevant…

  • Hacker News: Large Language Models as Markov Chains

    Source URL: https://arxiv.org/abs/2410.02724 Source: Hacker News Title: Large Language Models as Markov Chains Feedly Summary: Comments AI Summary and Description: Yes Summary: The text presents a theoretical analysis of large language models (LLMs) by framing them as equivalent to Markov chains. This approach may unveil new insights into LLM performance, pre-training, and generalization, which are…

  • Hacker News: Controlling AI’s Growing Energy Needs

    Source URL: https://cacm.acm.org/news/controlling-ais-growing-energy-needs/ Source: Hacker News Title: Controlling AI’s Growing Energy Needs Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The provided text highlights the significant energy demands associated with training large AI models, particularly large language models (LLMs) like ChatGPT-3. It discusses the exponential growth in energy consumption for AI model training, the…

  • The Register: RansomHub claims to net data hat-trick against Bologna FC

    Source URL: https://www.theregister.com/2024/11/30/bologna_fc_ransomhub/ Source: The Register Title: RansomHub claims to net data hat-trick against Bologna FC Feedly Summary: Crooks say they have stolen sensitive files on managers and players Italian professional football club Bologna FC is allegedly a recent victim of the RansomHub cybercrime gang, according to the group’s dark web postings.… AI Summary and…

  • Hacker News: DeepThought-8B: A small, capable reasoning model

    Source URL: https://www.ruliad.co/news/introducing-deepthought8b Source: Hacker News Title: DeepThought-8B: A small, capable reasoning model Feedly Summary: Comments AI Summary and Description: Yes Summary: The release of DeepThought-8B marks a significant advancement in AI reasoning capabilities, emphasizing transparency and control in how models process information. This AI reasoning model, built on the LLaMA-3.1 architecture, showcases how smaller,…

  • Simon Willison’s Weblog: Quoting Andrej Karpathy

    Source URL: https://simonwillison.net/2024/Nov/29/andrej-karpathy/#atom-everything Source: Simon Willison’s Weblog Title: Quoting Andrej Karpathy Feedly Summary: People have too inflated sense of what it means to “ask an AI" about something. The AI are language models trained basically by imitation on data from human labelers. Instead of the mysticism of "asking an AI", think of it more as…