Upscle

What it does

No one likes blurry, low-quality images. Fix your pictures using Upscle! Boost your resolution upto 4x, with sharpness, detail recovery, and color enhancement, all running locally. Easy to use, and free of charge. Brought to you from brnd.ink - an AI tool that crafts you a complete brand system, in minutes.

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  Hey HN, Henry here from Cactus. We open-sourced Needle, a 26M parameter function-calling (tool use) model. It runs at 6000 tok/s prefill and 1200 tok/s decode on consumer devices. We were always frustrated by the little effort made towards building agentic models that run on budget phones, so we conducted investigations that led to an observation: agentic experiences are built upon tool calling, and massive models are overkill for it. Tool calling is fundamentally retrieval-and-assembly (match query to tool name, extract argument values, emit JSON), not reasoning. Cross-attention…

  Life & fun · May 2026 · github.com

• FM
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