Technical AI news, automatically curated and generated
A new CUDA optimization in llama.cpp (PR #29948) fuses the FFN gate/up matrix multiplications and GLU activation within the MMQ kernel using interleaved gate/up weight rows. Benchmarks on a DGX Spark (GB10) system show 4…
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A Reddit user on r/LocalLLM posted a query asking whether anyone has tried an unspecified method or tool, but the post lacks technical details about the subject in question. The thread consists only of the title and meta…
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Samsung is running a TensorFlow Lite model on a 960x540 image to perform person tracking. The implementation demonstrates on-device machine learning inference using TensorFlow Lite, processing video frames to detect and …
→ View original source![[Benchmark] Strata/Basalt runs Qwen3.8 Flash Next IQ3_S with 16GB VRAM and 55GB RAM with up to 250 tok/s generation and 5,600 tok/s prompt processing (5080, Concurrency 1)](https://preview.redd.it/0chuu0t9djxh1.png?width=140&height=78&auto=webp&s=74621e6b330a028e26a01f84efd5fbaa7152fde9)
Benchmarks show Qwen3.8-Flash-Next IQ3_S running on Basalt with an RTX 5080 (16GB VRAM) and 62GB DDR5-6800 RAM achieves up to 5,662 tokens/s prompt processing and 262 tokens/s generation across 262K context windows with …
→ View original sourceFive Qwen 3.8-27B models have achieved performance parity with Fable 5 when evaluated using the GVS5H harness framework. The benchmark results are hosted in the GVS5H GitHub repository by slee-persis, suggesting a new ev…
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During the week of October 20‑23 2026, OpenRouter listed two MiniMax M3.1 variants: the standard minimax/minimax‑m3.1‑flash released on October 23 and a free‑tier version (minimax/minimax‑m3.1‑flash:free) that appeared o…
→ View original sourceOpenAI and Anthropic have reportedly blocked efforts to reverse engineer smart TVs suspected of spying on users. The reverse engineering tool REA (Reserve Engineer Anything) was restricted by Anthropic's Claude model sho…
→ View original sourceAnthropics has released Sandbox Runtime (srt), a lightweight OS-level sandboxing tool that enforces filesystem and network restrictions on processes without requiring containers. The tool leverages native sandboxing prim…
→ View original sourceA Reddit post on r/LocalLLM asks users running DeepSeek 4.1 to share their inference speeds, hardware specifications, and system RAM usage, particularly focusing on RTX 5090 and 3090 performance. The thread also invites …
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Meta researchers trained small language models (~1B parameters) to process raw byte sequences instead of tokenized input, using knowledge distillation from Llama 3 8B as a teacher model. The core challenge involved align…
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Over the past four years, the U.S. creative industries have shed more than 200,000 jobs, with approximately 50,000 lost in the last year alone, marking one of the steepest declines in media employment since the 2001 and …
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The LLM-Attack Suite provides a reproducible red‑team pipeline for privacy assessment of split and distributed large language models, where intermediate activations are transmitted to an external server. The framework lo…
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