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LiveUpdated 2026-11-03 02:37 UTC

It’s extremely important that the open sourced community is made aware of all…

It’s extremely important that the open sourced community is made aware of all quantization formats that can provide…

This is a dev post classified by AGK Intelligence as AI dev tools (a launch), kept by the Dev Radar because it carries real work, not commentary.

It’s extremely important that the open sourced community is made aware of all quantization formats that can provide the most value for the least amount of GPU/VRAM and that’s where EXL3 by @turboderp_ comes in to shine. I’ve coined my own EXL3 quantization process called SAGE(Sentinel Assisted GPU-aware EXL3) that has grown over the last few months into a contender that can score higher than even its 8bit GGUF counter parts with Deepseek v4.1 Flash 1017 being the model in the spotlight, while running on one DGX Spark. I’ve been able to achieve a 94% top agreement at 1.55Bpw effectively breakin

Posted by Cruz (3.3k followers) 54 min ago · 20 likes · 541 views · view the original post on X. Kept by the Dev Radar as AI dev tools. Tools mentioned: deepseek-v4.1-flash-1017-gguf.

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