Introducing Shieldstral. | Mistral AI
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Has anyone tried Mach-1 Additive? 95% of performance of Qwen 3.6 35B while being 10x smaller
Why nobody is talking about this? Seems pretty significant to the community submitted by /u/MuzafferMahi [link] [comments]
Company approved 128GB Mac for research proposal, best model?
I‘m doing a research proposal at my company about running local LLMs to replace daily coding models. Qwen 3.6 27B (or 3.8 potentially) is widely seen…
DeepSeek v4 Flash vs. Qwen3.6-27B, 3.5-122B, and Gemma 4 31B Benchmark
Just wanted to share my agentic coding benchmark run of DSv4F 0731 at both High and Low reasoning efforts (not Max)... I ran a 109-question subset…
A llama.cpp PR caches “hot” MoE experts on the GPU — 33 → 56 tok/s reported with 8GB VRAM
A new llama.cpp PR (#26563) adds a heatmap that tracks which MoE experts are used most often. Instead of keeping every expert on the GPU or…
No more SLM open-source??
https://x.com/xiong_hui_chen/status/2084695353346117760?s=20 submitted by /u/Capital-Remove-6150 [link] [comments]
LFM2.5-2.6B is out
Released today, with emphasis on agentic capabilities. I really like their models for simple, high volume tasks ("summarize these gazillion documents") and their 8b-a1b was my…
Cursor releases their Mixture-of-Kittens megakernel for training MoE models – Claims to nearly double TFLOP/s
Link: https://cursor.com/blog/mixture-of-kittens GitHub: https://github.com/cursor/mixture-of-kittens Seems like a neat way to squeeze more performance out of MoE. I'm sure everyone has a favorite MoE model they'd like…
Deepseek V4 flash 0731 ranks #21 on Agent Arena
https://preview.redd.it/522fsdwvtdhh1.png?width=1200&format=png&auto=webp&s=6a6cf7a467514167a8193029dbd20fb3a9ba4f6c It ranks lower than both Sonnet 4.6 and Luna. I'd wager Luna costs in the same ballpark as DS4F considering Luna’s token efficiency. DeepSeek being…
Design systems from code alone – Without external images, Ling-3.0-flash generated webpages across Bauhaus, Bohemian, acid design, and more—using CSS gradients, SVG paths, typography, and layout to preserve each visual language.
Weights went up today so this is downloadable now, MIT, ~128GB for the official FP8. I ran these on the API before that landed, so treat…