Tag: performance metrics

  • Hacker News: Benchmarking RSA Key Generation

    Source URL: https://words.filippo.io/dispatches/rsa-keygen-bench/ Source: Hacker News Title: Benchmarking RSA Key Generation Feedly Summary: Comments AI Summary and Description: Yes Summary: The text provides an in-depth technical exploration of RSA key generation processes, including challenges and benchmarking methodologies. This can be particularly insightful for professionals in the fields of cryptography and information security, offering practical guidance…

  • Hacker News: Notes on the New Deepseek v3

    Source URL: https://composio.dev/blog/notes-on-new-deepseek-v3/ Source: Hacker News Title: Notes on the New Deepseek v3 Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses the release of Deepseek’s v3 model, a 607B mixture-of-experts model that showcases exceptional performance, surpassing both open-source and proprietary competitors at a significantly lower training cost. It highlights the engineering…

  • Hacker News: RT-2: Vision-Language-Action Models

    Source URL: https://robotics-transformer2.github.io/ Source: Hacker News Title: RT-2: Vision-Language-Action Models Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses the evaluation and capabilities of the RT-2 model, which exhibits advanced emergent properties in terms of symbol understanding, reasoning, and object recognition. It compares RT-2, trained on various architectures, to its predecessor and…

  • Hacker News: Running DeepSeek V3 671B on M4 Mac Mini Cluster

    Source URL: https://blog.exolabs.net/day-2 Source: Hacker News Title: Running DeepSeek V3 671B on M4 Mac Mini Cluster Feedly Summary: Comments AI Summary and Description: Yes Summary: The text provides insights into the performance of the DeepSeek V3 model on Apple Silicon, especially in terms of its efficiency and speed compared to other models. It discusses the…

  • Slashdot: Chinese Firm Trains Massive AI Model for Just $5.5 Million

    Source URL: https://slashdot.org/story/24/12/27/0420235/chinese-firm-trains-massive-ai-model-for-just-55-million Source: Slashdot Title: Chinese Firm Trains Massive AI Model for Just $5.5 Million Feedly Summary: AI Summary and Description: Yes Summary: The release of DeepSeek V3, a powerful open-source language model developed by a Chinese AI startup, signifies a noteworthy achievement in AI research. This model is trained with significantly lower computational…

  • Simon Willison’s Weblog: DeepSeek_V3.pdf

    Source URL: https://simonwillison.net/2024/Dec/26/deepseek-v3/#atom-everything Source: Simon Willison’s Weblog Title: DeepSeek_V3.pdf Feedly Summary: DeepSeek_V3.pdf The DeepSeek v3 paper (and model card) are out, after yesterday’s mysterious release of the undocumented model weights. Plenty of interesting details in here. The model pre-trained on 14.8 trillion “high-quality and diverse tokens" (not otherwise documented). Following this, we conduct post-training, including…

  • Simon Willison’s Weblog: deepseek-ai/DeepSeek-V3-Base

    Source URL: https://simonwillison.net/2024/Dec/25/deepseek-v3/#atom-everything Source: Simon Willison’s Weblog Title: deepseek-ai/DeepSeek-V3-Base Feedly Summary: deepseek-ai/DeepSeek-V3-Base No model card or announcement yet, but this new model release from Chinese AI lab DeepSeek (an arm of Chinese hedge fund High-Flyer) looks very significant. It’s a huge model – 685B parameters, 687.9 GB on disk (TIL how to size a git-lfs…

  • The Register: AI’s rising tide lifts all chips as AMD Instinct, cloudy silicon vie for a slice of Nvidia’s pie

    Source URL: https://www.theregister.com/2024/12/23/nvidia_ai_hardware_competition/ Source: The Register Title: AI’s rising tide lifts all chips as AMD Instinct, cloudy silicon vie for a slice of Nvidia’s pie Feedly Summary: Analyst estimates show growing apetite for alternative infrastructure Nvidia dominated the AI arena in 2024, with shipments of its Hopper GPUs more than tripling to over two million…

  • Hacker News: Can AI do maths yet? Thoughts from a mathematician

    Source URL: https://xenaproject.wordpress.com/2024/12/22/can-ai-do-maths-yet-thoughts-from-a-mathematician/ Source: Hacker News Title: Can AI do maths yet? Thoughts from a mathematician Feedly Summary: Comments AI Summary and Description: Yes **Short Summary with Insight:** The text discusses the recent performance of OpenAI’s new language model, o3, on a challenging mathematics dataset called FrontierMath. It highlights the ongoing progression of AI in…

  • Hacker News: O3 "Arc AGI" Postmortem

    Source URL: https://garymarcus.substack.com/p/c39 Source: Hacker News Title: O3 "Arc AGI" Postmortem Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses criticisms surrounding OpenAI’s recent advancements, particularly focusing on the misconceptions around its new model (referred to as “o3”) and its implications for AGI (Artificial General Intelligence). Experts argue that the performance metrics…