The Sequence Research #415: Punchy Small Models: Phi-4-Mini and Phi-4-Multimodal
Was this email forwarded to you? Sign up here The Sequence Research #415: Punchy Small Models: Phi-4-Mini and Phi-4-MultimodalA deep dive into the latest edition of Microsoft's amazing small foundation model.A few months ago, Microsoft releazed Phi-4, the latest version of its marquee small language models (SLMs), demonstrating that carefully curated and synthesized data can enable highly competitive performance despite a smaller number of parameters. Building on the success of the Phi family, Microsoft has just introduced Phi-4-Mini and Phi-4-Multimodal, extending their capabilities to handle vision and audio modalities. Phi-4-Mini is a 3.8-billion-parameter language model that excels in multilingual support, reasoning, and mathematics, with the added functionality of function calling. Phi-4-Multimodal is a multimodal model integrating text, vision, and speech/audio inputs. These models can be deployed on edge devices, enabling generative AI in resource-constrained environments. Key Capabilities Phi-4-Mini...Subscribe to TheSequence to unlock the rest.Become a paying subscriber of TheSequence to get access to this post and other subscriber-only content. A subscription gets you:
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The Sequence Opinion #514: What is Mechanistic Interpretability?
Thursday, March 20, 2025
Some observations into one of the hottest areas of AI research. ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
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Responses API, file and web search and multi agent coordination are some of the key capabilities of the new stack. ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
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Exploring some of the key similarities and differences between these approaches. ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
The Sequence Engineering #508: AGNTCY, the Agentic Framework that Brought LangChain and LlamaIndex Together
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The new framework outlines the foundation for the internet of agents. ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
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