Tag: multimodal models
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Cloud Blog: Don’t let resource exhaustion leave your users hanging: A guide to handling 429 errors
Source URL: https://cloud.google.com/blog/products/ai-machine-learning/learn-how-to-handle-429-resource-exhaustion-errors-in-your-llms/ Source: Cloud Blog Title: Don’t let resource exhaustion leave your users hanging: A guide to handling 429 errors Feedly Summary: Large language models (LLMs) give developers immense power and scalability, but managing resource consumption is key to delivering a smooth user experience. LLMs demand significant computational resources, which means it’s essential to…
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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…
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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,…
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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…
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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…
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Cloud Blog: Meta’s Llama 3.2 is now available on Google Cloud
Source URL: https://cloud.google.com/blog/products/ai-machine-learning/llama-3-2-metas-new-generation-models-vertex-ai/ Source: Cloud Blog Title: Meta’s Llama 3.2 is now available on Google Cloud Feedly Summary: In July, we announced the addition of Meta’s Llama 3.1 open models to Vertex AI Model Garden. Since then, developers and enterprises have shown tremendous enthusiasm for building with the Llama models. Today, we’re announcing that Llama…
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Hacker News: Diffusion Is Spectral Autoregression
Source URL: https://sander.ai/2024/09/02/spectral-autoregression.html Source: Hacker News Title: Diffusion Is Spectral Autoregression Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the similarities between diffusion models and autoregressive models in the context of generative modeling, particularly for visual data. It elaborates on the mathematical aspects and underlying principles that link these two paradigms,…