Experimental News Clipping Site

Tag: transformer architecture

  • Cloud Blog: Zero-shot forecasting in BigQuery with the TimesFM foundation model

    —

    by

    Kurt Seifried
    in

    Source URL: https://cloud.google.com/blog/products/data-analytics/bigquery-ml-timesfm-models-now-in-preview/ Source: Cloud Blog Title: Zero-shot forecasting in BigQuery with the TimesFM foundation model Feedly Summary: Accurate time-series forecasting is essential for many business scenarios such as planning, supply chain management, and resource allocation. BigQuery now embeds TimesFM, a state-of-the-art pre-trained model from Google Research, enabling powerful forecasting via the simple AI.FORECAST function.…

  • Hacker News: Hunyuan T1 Mamba Reasoning model beats R1 on speed and metrics

    —

    by

    Kurt Seifried
    in

    Source URL: https://tencent.github.io/llm.hunyuan.T1/README_EN.html Source: Hacker News Title: Hunyuan T1 Mamba Reasoning model beats R1 on speed and metrics Feedly Summary: Comments AI Summary and Description: Yes Summary: The text describes Tencent’s innovative Hunyuan-T1 reasoning model, a significant advancement in large language models that utilizes reinforcement learning and a novel architecture to improve reasoning capabilities and…

  • Hacker News: Some Thoughts on Autoregressive Models

    —

    by

    Kurt Seifried
    in

    Source URL: https://wonderfall.dev/autoregressive/ Source: Hacker News Title: Some Thoughts on Autoregressive Models Feedly Summary: Comments AI Summary and Description: Yes **Summary:** This text offers a comprehensive critique of autoregressive (AR) models, particularly large language models (LLMs), highlighting their strengths and limitations regarding human-like cognition and reasoning. It emphasizes the need for alternative architectures that integrate…

  • Hacker News: Implementing LLaMA3 in 100 Lines of Pure Jax

    —

    by

    Kurt Seifried
    in

    Source URL: https://saurabhalone.com/blogs/llama3/web Source: Hacker News Title: Implementing LLaMA3 in 100 Lines of Pure Jax Feedly Summary: Comments AI Summary and Description: Yes Summary: The text provides a comprehensive tutorial on implementing the LLaMA 3 language model using JAX, emphasizing its functional programming nature and its suitability for educational purposes. This tutorial is particularly relevant…

  • The Register: The future of AI is … analog? Upstart bags $100M to push GPU-like brains on less juice

    —

    by

    Kurt Seifried
    in

    Source URL: https://www.theregister.com/2025/02/17/encharge_ai_compute/ Source: The Register Title: The future of AI is … analog? Upstart bags $100M to push GPU-like brains on less juice Feedly Summary: EnCharge claims 150 TOPS/watt, a 20x performance-per-watt edge Interview AI chip startup EnCharge claims its analog artificial intelligence accelerators could rival desktop GPUs while using just a fraction of…

  • Hacker News: How to Scale Your Model: A Systems View of LLMs on TPUs

    —

    by

    Kurt Seifried
    in

    Source URL: https://jax-ml.github.io/scaling-book/ Source: Hacker News Title: How to Scale Your Model: A Systems View of LLMs on TPUs Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the performance optimization of large language models (LLMs) on tensor processing units (TPUs), addressing issues related to scaling and efficiency. It emphasizes the importance…

  • Hacker News: Chatbot Software Begins to Face Fundamental Limitations

    —

    by

    Kurt Seifried
    in

    Source URL: https://www.quantamagazine.org/chatbot-software-begins-to-face-fundamental-limitations-20250131/ Source: Hacker News Title: Chatbot Software Begins to Face Fundamental Limitations Feedly Summary: Comments AI Summary and Description: Yes **Summary**: The text details recent findings on the limitations of large language models (LLMs) in performing compositional reasoning tasks, highlighting inherent restrictions in their architecture that prevent them from effectively solving complex multi-step…

  • Simon Willison’s Weblog: On DeepSeek and Export Controls

    —

    by

    Kurt Seifried
    in

    Source URL: https://simonwillison.net/2025/Jan/29/on-deepseek-and-export-controls/ Source: Simon Willison’s Weblog Title: On DeepSeek and Export Controls Feedly Summary: On DeepSeek and Export Controls Anthropic CEO (and previously GPT-2/GPT-3 development lead at OpenAI) Dario Amodei’s essay about DeepSeek includes a lot of interesting background on the last few years of AI development. Dario was one of the authors on…

  • Hacker News: Multi-head latent attention (DeepSeek) and other KV cache tricks explained

    —

    by

    Kurt Seifried
    in

    Source URL: https://www.pyspur.dev/blog/multi-head-latent-attention-kv-cache-paper-list Source: Hacker News Title: Multi-head latent attention (DeepSeek) and other KV cache tricks explained Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses advanced techniques in Key-Value (KV) caching that enhance the efficiency of language models like ChatGPT during text generation. It highlights how these optimizations can significantly reduce…

  • Hacker News: Has DeepSeek improved the Transformer architecture

    —

    by

    Kurt Seifried
    in

    Source URL: https://epoch.ai/gradient-updates/how-has-deepseek-improved-the-transformer-architecture Source: Hacker News Title: Has DeepSeek improved the Transformer architecture Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses the innovative architectural advancements in DeepSeek v3, a new AI model that boasts state-of-the-art performance with significantly reduced training times and computational demands compared to its predecessor, Llama 3. Key…