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How are you all managing multiple MCP servers on startup?
Hello! I'm using openCode and loading a bunch of different MCP servers at startup. This starts becom…
Context, memory, and RAM/VRAM
This will be a slightly disorganized post, I apologize. I’m trying to understand the relationship be…
A handy llama-server launcher with easy model and configuration customisation
I wanted something that I could easily configure to manage a set of sensible defaults, that supports…
Any smaller model than OmniCoder v2 9b that can appropriately and accurately tool call?
Hate to ask a simple question, but I’ve looked around and I see plenty of smaller models that *can* …
What’s your most unusual non-LLM AI you actually use daily?
What’s your most unusual or underrated non-LLM AI tool you actually use daily (weird, niche, or non-…
llama.cpp Gemma4 MTP support merged!
submitted by /u/pinkyellowneon [link] [comments]…
llama : add Gemma4 MTP by am17an · Pull Request #23398 · ggml-org/llama.cpp
now your personal local Gemma will be faster than ever submitted by /u/jacek2023 [link] [c…
Need some guidance toying with local models
Hi, so I have a pretty low-end laptop regarding running LLMs locally (NVIDIA GeForce RTX 3050 with 4…
Qwen 3.6 27B KV cache quant benchmarks: 75 pairs, q8/q6/q5/q4, KVarN, Turbo/TCQ
Full benchmark results and in-depth analysis are available in the articles: KV Cache Quantization Be…
Dockerized Nemotron 3.5 ASR — Switched from Parakeet, better multilingual support + streaming (4.5x realtime speed on cpu)
I was originally using Parakeet for my speech recognition pipeline but decided to give Nemotron 3.5 …
How do you increase prompt processing speed ?
I am rocking Qwen like we all know, at 24GB 7900XTX 230k context, but it starts at 850t/s and then l…
Clustering 3x Jetson Nano Orin Supers
Hey everyone! Recently, I released a blog on how to setup a cluster out of your Raspberry Pi 4bs and…