Tag: multimodal model

  • Simon Willison’s Weblog: Pixtral Large

    Source URL: https://simonwillison.net/2024/Nov/18/pixtral-large/ Source: Simon Willison’s Weblog Title: Pixtral Large Feedly Summary: Pixtral Large New today from Mistral: Today we announce Pixtral Large, a 124B open-weights multimodal model built on top of Mistral Large 2. Pixtral Large is the second model in our multimodal family and demonstrates frontier-level image understanding. The weights are out on…

  • Hacker News: You could have designed state of the art positional encoding

    Source URL: https://fleetwood.dev/posts/you-could-have-designed-SOTA-positional-encoding Source: Hacker News Title: You could have designed state of the art positional encoding Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses the evolution of positional encoding in transformer models, specifically focusing on Rotary Positional Encoding (RoPE) as utilized in modern language models like Llama 3.2. It explains…

  • Hacker News: All-in-one embedding model for interleaved text, images, and screenshots

    Source URL: https://blog.voyageai.com/2024/11/12/voyage-multimodal-3/ Source: Hacker News Title: All-in-one embedding model for interleaved text, images, and screenshots Feedly Summary: Comments AI Summary and Description: Yes Summary: The text announces the release of voyage-multimodal-3, a cutting-edge multimodal embedding model that enhances the capability of semantic search and retrieval tasks involving both text and images. Its ability to…

  • Hacker News: Omnivision-968M: Vision Language Model with 9x Tokens Reduction for Edge Devices

    Source URL: https://nexa.ai/blogs/[object Object] Source: Hacker News Title: Omnivision-968M: Vision Language Model with 9x Tokens Reduction for Edge Devices Feedly Summary: Comments AI Summary and Description: Yes **Summary:** OmniVision is an advanced multimodal model designed for effective processing of visual and textual inputs on edge devices. It improves upon the LLaVA architecture by reducing image…

  • Slashdot: Waymo Explores Using Google’s Gemini To Train Its Robotaxis

    Source URL: https://tech.slashdot.org/story/24/11/01/2150228/waymo-explores-using-googles-gemini-to-train-its-robotaxis?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: Waymo Explores Using Google’s Gemini To Train Its Robotaxis Feedly Summary: AI Summary and Description: Yes Summary: Waymo’s introduction of its new training model for autonomous driving, called EMMA, highlights a significant advancement in the application of multimodal large language models (MLLMs) in operational environments beyond traditional uses. This…

  • Simon Willison’s Weblog: You can now run prompts against images, audio and video in your terminal using LLM

    Source URL: https://simonwillison.net/2024/Oct/29/llm-multi-modal/#atom-everything Source: Simon Willison’s Weblog Title: You can now run prompts against images, audio and video in your terminal using LLM Feedly Summary: I released LLM 0.17 last night, the latest version of my combined CLI tool and Python library for interacting with hundreds of different Large Language Models such as GPT-4o, Llama,…

  • Hacker News: Janus: Decoupling Visual Encoding for Multimodal Understanding and Generation

    Source URL: https://github.com/deepseek-ai/Janus Source: Hacker News Title: Janus: Decoupling Visual Encoding for Multimodal Understanding and Generation Feedly Summary: Comments AI Summary and Description: Yes Summary: The text introduces Janus, a novel autoregressive framework designed for multimodal understanding and generation, addressing previous shortcomings in visual encoding. This model’s ability to manage different visual encoding pathways while…

  • Hacker News: ARIA: An Open Multimodal Native Mixture-of-Experts Model

    Source URL: https://arxiv.org/abs/2410.05993 Source: Hacker News Title: ARIA: An Open Multimodal Native Mixture-of-Experts Model Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the introduction of “Aria,” an open multimodal native mixture-of-experts AI model designed for various tasks including language understanding and coding. As an open-source project, it offers significant advantages for…

  • Hacker News: Pixtral 12B

    Source URL: https://mistral.ai/news/pixtral-12b/ Source: Hacker News Title: Pixtral 12B Feedly Summary: Comments AI Summary and Description: Yes Summary: The text describes Pixtral 12B, a state-of-the-art multimodal model that has been designed to excel in processing both image and text data concurrently. It demonstrates top-notch performance in instruction following and multimodal reasoning tasks, setting a new…

  • Slashdot: Mistral Releases Pixtral 12B, Its First-Ever Multimodal AI Model

    Source URL: https://slashdot.org/story/24/09/11/2241236/mistral-releases-pixtral-12b-its-first-ever-multimodal-ai-model?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: Mistral Releases Pixtral 12B, Its First-Ever Multimodal AI Model Feedly Summary: AI Summary and Description: Yes Summary: Mistral AI has announced the release of Pixtral 12B, a multimodal model integrating both language and vision processing, aiming to compete with established leaders in the AI field. The model allows users…