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16x Spark Cluster (Build Update)
Build is done. 16 DGX Sparks on the fabric, all hitting line rate. Setup was time consuming but hone…
Update on 2019 Mac Pro
This post is for the haters it has best every one of my expectations so far. An amazing machine. Wil…
Finetuning Dataset: Claude Opus 4.6/4.7 - 8.7k Chats
https://huggingface.co/datasets/angrygiraffe/claude-opus-4.6-4.7-reasoning-8.7k A synthetic fine-tun…
Running llama.cpp on Snapdragon Hexagon NPU seems promising
https://github.com/ggml-org/llama.cpp/blob/master/docs/backend/snapdragon/README.md I have an Oneplu…
nvidia/Gemma-4-26B-A4B-NVFP4
Can confirm it works on a 5090, with 80% allocation (of 32gb) I got around 50k context. It's 18.8GB …
Qwen 3.6 27B vs Gemma 4 31B - making Packman game!
Gemma just crushed Qwen in a local LLM gamedev contest! Device: MacBook Pro M5 Max, 64GB RAM Qwen 3.…
Cuda + ROCm simultaneously with -DGGML_BACKEND_DL=ON !
I invested quite a bit of time and it wasn't easy but finally I can run models like Minimax 2.7 Q4 u…
Final Monster: 32x AMD MI50 32GB at 9.7 t/s (TG) & 264 t/s (PP) with Kimi K2.6
32 MI50 32GB setup moonshotai/Kimi-K2.6 int4 @ 9.7 tok/s (output of 136 tok) and 263 tok/s (input of…
Sulphur 2 uncensored video gen
I'll try to keep this as short as possible, but me and a team of people have been working to create …
AMD Halo Box (Ryzen 395 128GB) photos
This demo unit was running Ubuntu and the light strip is apparently programmable. submitted by …
Got hipfire running in Docker on my RX 7900 XTX alongside llamacpp
Been dealing with long context failures on Qwen3.6 27B and stumbled onto hipfire. Spent an evening d…
Mistral medium 3.5 128B, MLX 4bit, ~70 GB
This model seems utterly broken for now. I do not recommend downloading or using it, unless you are …