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The frontier reasoning race is starting to look like a crowded subway station
We went from chasing GPT4 to looking at graphs with GPT5.4 xhigh, Gemini 3.1Pro, and now Hy3 preview…
Heterogeneous GPU Weighting & Layer Splitting
This is what I worked on today. With local LLM of course. So if I didn't write the code, did I reall…
Local LLMs on Refurb M4 Max vs new M5 Max
Hoping the community can guide me on this one. I'm on the fence about the following purchase: Refurb…
Gemma-4-Harmonia-31B-Uncensored-Heretic Is Out Now, a Merge of Multiple gemma-4-31B-it Finetunes Designed for a Targeted Approach to Deep Neural Consolidation, Minimizing Regression While Amplifying Unique Capability Boundaries. With KLD 0.0047 and 9/100 Refusals!
Provided in both Safetensors and GGUFs. Safetensors, llmfan46/Gemma-4-Harmonia-31B-it-uncensored-her…
Vulnerability found in framework used by VLLM, many MCP servers, and other LLM tools
Worth taking a look to see if this affects any of you. Surprised nobody has posted it yet. submit…
GH200 NVL2 or 8x RTX 6000 Blackwell for running Kimi K2.6 / DeepSeek V4 locally? (5 devs, agentic coding)
Trying to figure out the right box for my team and wanted to see if anyone had any clue which would …
CrankGPT by Squeez Labs - hand-cranked edge AI - talk about local AI!!!
I met Katrina from Squeez Labs at an event hosted by Pathway AI (the team behind Baby Dragon Hatchli…
Running Gemma4 31b-it on vLLM 0.21.0 A100s (bad quality or what am I doing wrong)
Okay fun time I got access to two Nvlinked A100s for some research project I benchmarked my work aga…
Vram 16gig poor. What models do I test?
I just got myself a 5060ti 16gig, this along with my 64gig ddr4 3200mhz ram on Linux. What models sh…
I built a 103B-token Usenet corpus (1980–2013) — pre-web, human-only, zero AI contamination. Got strong traction on r/ML, thought this community would find it useful.
Posted this to r/MachineLearning a couple weeks ago (30K views, 100+ upvotes) and have been meaning …
Inferencing at 10.33 t/s on Qwen 3.5 35B on a $300 laptop
Disclaimer: This report was typed by hand, without the writing assistance of AI, but AI assistance w…
Qwen3.6 huge quality gain from Q4 to Q6 for coding agent
So, last week I tried to update my unused local LLM setup. I had to stop using it because quality wa…