Tag: Research and Development

  • Simon Willison’s Weblog: Nous Hermes 3

    Source URL: https://simonwillison.net/2024/Nov/4/nous-hermes-3/#atom-everything Source: Simon Willison’s Weblog Title: Nous Hermes 3 Feedly Summary: Nous Hermes 3 The Nous Hermes family of fine-tuned models have a solid reputation. Their most recent release came out in August, based on Meta’s Llama 3.1: Our training data aggressively encourages the model to follow the system and instruction prompts exactly…

  • Hacker News: Prompts are Programs

    Source URL: https://blog.sigplan.org/2024/10/22/prompts-are-programs/ Source: Hacker News Title: Prompts are Programs Feedly Summary: Comments AI Summary and Description: Yes Summary: The text explores the parallels between AI model prompts and traditional software programs, emphasizing the need for programming language and software engineering communities to adapt and create new research avenues. As ChatGPT and similar large language…

  • Hacker News: Oasis: A Universe in a Transformer

    Source URL: https://oasis-model.github.io/ Source: Hacker News Title: Oasis: A Universe in a Transformer Feedly Summary: Comments AI Summary and Description: Yes Summary: The text introduces Oasis, a groundbreaking real-time, open-world AI model designed for video gaming, which generates gameplay entirely through AI. This innovative model leverages fast transformer inference to create an interactive gaming experience…

  • Simon Willison’s Weblog: W̶e̶e̶k̶n̶o̶t̶e̶s̶ Monthnotes for October

    Source URL: https://simonwillison.net/2024/Oct/30/monthnotes/#atom-everything Source: Simon Willison’s Weblog Title: W̶e̶e̶k̶n̶o̶t̶e̶s̶ Monthnotes for October Feedly Summary: I try to publish weeknotes at least once every two weeks. It’s been four since the last entry, so I guess this one counts as monthnotes instead. In my defense, the reason I’ve fallen behind on weeknotes is that I’ve been…

  • METR Blog – METR: Details about METR’s preliminary evaluation of OpenAI o1-preview

    Source URL: https://metr.github.io/autonomy-evals-guide/openai-o1-preview-report/ Source: METR Blog – METR Title: Details about METR’s preliminary evaluation of OpenAI o1-preview Feedly Summary: AI Summary and Description: Yes **Summary:** The text provides a detailed evaluation of OpenAI’s models, o1-mini and o1-preview, focusing on their autonomous capabilities and performance on AI-related research and development tasks. The results suggest notable potential,…

  • Hacker News: Zamba2-7B

    Source URL: https://www.zyphra.com/post/zamba2-7b Source: Hacker News Title: Zamba2-7B Feedly Summary: Comments AI Summary and Description: Yes Summary: The text describes the architecture and capabilities of Zamba2-7B, an advanced AI model that utilizes a hybrid SSM-attention architecture, aiming for enhanced inference efficiency and performance. Its open-source release invites collaboration within the AI community, potentially impacting research…

  • Hacker News: INTELLECT–1: Launching the First Decentralized Training of a 10B Parameter Model

    Source URL: https://www.primeintellect.ai/blog/intellect-1 Source: Hacker News Title: INTELLECT–1: Launching the First Decentralized Training of a 10B Parameter Model Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses the launch of INTELLECT-1, a pioneering initiative for decentralized training of a large AI model with 10 billion parameters. It highlights the use of the…

  • Hacker News: LLMs don’t do formal reasoning – and that is a HUGE problem

    Source URL: https://garymarcus.substack.com/p/llms-dont-do-formal-reasoning-and Source: Hacker News Title: LLMs don’t do formal reasoning – and that is a HUGE problem Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses insights from a new article on large language models (LLMs) authored by researchers at Apple, which critically examines the limitations in reasoning capabilities of…

  • OpenAI : MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering

    Source URL: https://openai.com/index/mle-bench Source: OpenAI Title: MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering Feedly Summary: We introduce MLE-bench, a benchmark for measuring how well AI agents perform at machine learning engineering. AI Summary and Description: Yes Summary: MLE-bench introduces a new benchmark designed to evaluate the performance of AI agents in the domain…

  • Hacker News: Exponential growth brews 1M AI models on Hugging Face

    Source URL: https://arstechnica.com/information-technology/2024/09/ai-hosting-platform-surpasses-1-million-models-for-the-first-time/ Source: Hacker News Title: Exponential growth brews 1M AI models on Hugging Face Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses the significant milestone achieved by Hugging Face, an AI hosting platform, surpassing 1 million AI model listings. It highlights the platform’s evolution, the burgeoning interest in machine…