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I compared all specs of the major GPUs/machines that are being used here, because bandwidth is not everything. Some of ya'll need a reality check.
Hot takes: - Mac studio is overpriced Raspberry Pi that is way more inefficient than people think (t…
Anyone using Flash Attention 2 (ai-bond) on their V100's? How is the performance?
I just Installed Flash Attention 2 from here: https://github.com/ai-bond/flash-attention-v100" I did…
Are there more easy techniques than --tensor-split to fill VRAM in llama.cpp?
Using 4 GPUs with llama.cpp, with MoE models mainly, I try to fit as much in VRAM as I can. --fit do…
I tested MTP on vLLM and llama.cpp for Gemma 4 & Qwen 3.6 — 3.34x faster inference, here are my findings RTX 6000 PRO.
Hey guys, I spent the last few weeks benchmarking Multi-Token Prediction (MTP) on Gemma 4 31B and Qw…
Breaking the music supply constraint
I just cancelled my music subscriptions to save some cash and wanted to share the self-hosted music …
Me train LLM on 8GB from Scratch. Me happy
I made post yesterday: https://www.reddit.com/r/LocalLLaMA/comments/1tqjuzg/why_is_there_no_communit…
Fed up with vibe coders, dev sneaks data-nuking prompt injection into their code
I guess the lawyers are sharpening their pencils already... submitted by /u/DeltaSqueezer [l…
Uploaded my Qwen3.6 27B based fine tune, after two years of experience fine tuning models
Been doing fine tuning for more than 2 years, using different tools but mostly Unsloth. I think my …
Mutating Gemma 4 31B Dense in to a native Gemma 4 additive-MoE model
I recently came across an interesting model on Hugginface from JDONE-Research/AIOne-Agent-52B-A36B-i…
Nvidia teases new PC laptop chip to be announced at Computex June 2
https://x.com/nvidia/status/2060390710797328574 The coordinates are Taipai, Taiwan. Likely a referen…
Qwen3.6-27B Quantization Benchmark
Hi everyone! This is my attempt to benchmark and compare the quality of some of the well known Qwen3…
Local conversational AI
I thought this was going to be easy. I searched reddit, google and even tried to find a solution wit…