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dvlt.cu: inference engine written from scratch in CUDA/C++ for NVIDIA's DVLT 3D transformer model
Im into both HPC and 3D reconstruction, so I built this as a side project. dvlt.cu is a single 5MB b…
Introduction to LLM API Benchy
As i was struggling to find a good benchmark for my LLM and inference engines and always did somethi…
QAT MTP Heads Upload + PARALLEL=2 Fix + 12B 2-slot Bench
Title: Gemma 4 QAT MTP assistant heads now public on HuggingFace + PARALLEL=2 crash fix + 12B 2-slot…
Are local models good enough to replace Claude/Codex solely for simple HTML tasks?
I know local models can’t compete fully yet, but I’m curious about where the limits are. My use case…
RTX 3090 EBay Pricing is Crazy!!
Couple of years ago, before Local LLMs were in vogue, I bought 8 RTX 3090 @ $700 each to build a AI …
Another 1-click admin account takeover in pewdiepie's AI tool (language in video nsfw)
submitted by /u/theonejvo [link] [comments]…
Best Coding Harness for Qwen3.6 35B?
I've been happily using GitHub Copilot for 7-8 months, primarily in Visual Studio and VS Code, mostl…
Z.ai, we need Air! GLM GGUF wen?
First we never saw an upgraded Air model after 4.5. Then GLM 4.7 Turbo was great, but quickly surpas…
What are you running on 16Gb VRAM + 64Gb Ram?
I know this gets asked a lot, but I can only find threads that are at least a couple of months old, …
AMD MI50 on Debian Testing is doing great and getting better.
There is probably some relevant information to other cards here but my benchmarks are on dual MI50 c…
120 tok/s on 12GB VRAM with Gemma 4 12B QAT MTP
Google just released the QAT (Quantization-Aware Training) variant of their Gemma 4 models, includin…
KV cache quant benchmarks: KVarN 6-bit matches q8_0, 4-bit matches q5_0. Massive!
TL;DR Based on long context KLD benchmarks, KVarN appears to be just better than usual llama.cpp KV …