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Using Q38FN with dflash2? Try lower draft model quants.
Back with Qwen 3.8 27B i heard the advice that a Q4 draft model would produce roughly the same accep…
We put DeepSeek in charge of four Qwen3.5-9B models to reverse engineer binaries using smaller open models.
Reverse Engineer Anything blew up recently but, every impressive reverse engineering result we’ve se…
Debunking Cohere's claim of Qwen 3.8 Flash Next uploading to Alibaba remote URL
HF traces: https://huggingface.co/datasets/CohereLabs/10-2026-qwen-investigation-traces 1. Understan…
Tensor Split Over PCIe 3.0 x1 — Good Results
When I was considering adding a second GPU, quite a few people told me PCIe 3.0 x1 would be a massiv…
I made Pumpkin, a graphical manager for llama.cpp for my girlfriend. It turned out well, so I put it on github
As the title says, my girlfriend needed a local model for privacy reasons, but her terminal skills a…
baidu/Unlimited-OCR-2 · Hugging Face
Release [2026/10/27] 🚀 We release Unlimited OCR 2, achieving unlimited-horizon parsing with SR-SWA.…
How to use Q8 ngram with lower quant Qwen 3.8 Flash Next in Strata and avoid errors
Supposedly, you can increase output quality/"intelligence" of Qwen Flash Next quants somewhat (using…
Qwen3.8 27B on one RTX 5090: six inference engines benchmarked with and without DFlash2
Disclosure: I’m the author of TensorSharp. This English summary was adapted and edited with LLM assi…
Do GX10s / DGX Sparks Dream of Throttling? Temps across 6 cooling setups running DeepSeek V4.1-Flash (spoiler: no)
Hello again! I'm back with another report. This time it's on temperatures. Also, [CE Robot] = Claude…
Introducing Zest: model server + agent + friendly GUI
Hello, everyone. A friend of mine wanted to get into running local models, and so (with the liberal …
PSA: Qwen-3.8-FN is about to win the 2026 ARC-AGI-3 challenge
Unless something drastically changes in the next week or so, then all of the winning notebooks for t…
Update: My 4B coding model is getting better at generating 3D scenes
Hey everyone, just wanted to share a quick update on the 4B model I posted here. The video shows som…