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Models

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What actually runs locally: quality, size, context, license.

This category can be followed from the open social web via the handle models@airigs.net

Subcategories


  • Dense, MoE, reasoning and coding models on local hardware.

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    So, drafters pretty much give (almost) free token generation output, in exchange for a little bit of VRAM (and some very minor prompt processing speed). There's 3 'popular' architectures for drafters ATM: MTP, the most used by far, usually comes with the weights if the model supports it, lowest VRAM usage. DSpark, deepseek's current format, performs better but uses more VRAM. DFlash2, by far the best option, outstanding performance. Rough baseline numbers: [image: image.jpeg]
  • Diffusion, video and upscaling workloads.

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  • TTS, STT, voice cloning and music models.

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  • VLMs, OCR, document and video understanding.

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  • Retrieval stacks, vector models and rerankers.

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