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updated Oct 19, 22:43 UTC

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Qwen

Oct 11

8d ago GLM5.3 Flash gains Project Maya acceleration, enabling private 321-billion-parameter GLM-5.3 on a single GPU to 30 tok/s r/LocalLLaMA → story

8d ago Local model Qwen 3.8 27B: can it reverse engineer games and programs, or is a fine-tuned model required? r/LocalLLaMA → story

8d ago PSA: DeepSeek v4.1 Flash exfiltrates API keys; found to be dangerously misaligned and potentially hazardous to use r/LocalLLaMA → story

8d ago Local voice assistant runs on Qwen3.5 4B with skills/toolcalling, no dedicated GPU, local STT and TTS r/LocalLLaMA → story

8d ago Qwen 3.8 Flash Next works overtime to hand off work and perform a small permanent improvement r/LocalLLaMA → story

8d ago Converting dense models into sparse Mixture-of-Experts without pretraining from scratch; author experiments on Qwen/Qwen2.5-0 with RTX 4060. r/LocalLLaMA → story

8d ago Potential upgrade paths for a system with 2× RTX 3090, 3× RTX 3060 across multiple PCs; explores best long-term GPU expansion options r/LocalLLaMA → story

8d ago Qwen3.8 Flash Next fixes GNOME extension after major update; user reports Dash2Dock Lite restored via DeepSeek Harness and pacman patch. r/LocalLLaMA → story

8d ago TensorSharp adds support for Qwen Image 2.1 Turbo and LoRA r/LocalLLaMA → story

8d ago Mac with 64GB can run Qwen3.8-Flash-Next-oQ4e-mtp with oMLX on M3Max; user reports 99GB model runs and 130k context window r/LocalLLaMA → story

Oct 10

8d ago LM Studio support for Embedding Gemma 2 questioned; user reports Qwen 3.8 27b cannot utilize it and asks if the issue is with LM Studio or their agent call method r/LocalLLaMA → story

9d ago Gemma 4-31B fails SWEBench verified with LimitExceeded errors; Qwen3.8 27B IQ4_NL achieves 333/388 resolved on SWEBench, per tests and update to Gemma 4 chat template r/LocalLLaMA → story

9d ago Qwen3.8-Flash-Next Strata pi beats Claude-code Opus 5.5 on AirBench benchmark for everyday tasks. r/LocalLLaMA → story

9d ago Benefits of using bigger models than Qwen 3.8 flash next? r/LocalLLaMA → story

9d ago Local + good harness may enable writing 90% of code within a year, says Purple-Programmer-7; Qwen cited r/LocalLLaMA → story

9d ago Engineer tests compare Gemma4-31B and Qwen3.8-27B at the same quantization with 6.1-Sol for software engineering work. r/LocalLLaMA → story

9d ago Qwen 3.8 models tested on AtCoder problems across four thinking efforts r/LocalLLaMA → story

9d ago Qwen3.8 Flash Next supports 1M context via YaRN, according to user discussion on model card page r/LocalLLaMA → story

9d ago Microsoft and Nvidia push local AI hardware with higher-end prices for Surface and RTX-based laptops, impacting affordability for developers r/LocalLLaMA → story

9d ago On the clock: evaluating small LLM agents operating under explicit wall-clock time budgets; Qwen3.6-27B and Qwen3-4B tested on agentic benchmarks show time can improve performance arXiv cs.AI → story

9d ago Asus ESC4000 G3 with 8× T4 GPUs: fastest way to deploy Qwen3.5-9B for 10–15 concurrent users (current setup uses llama.cpp) r/LocalLLaMA → story

9d ago Basalt: Flash-Next achieves 665 tok/s structured and 354 prose on a 5090 + 5060 Ti with 2.6x Strata performance r/LocalLLaMA → story

Oct 9

9d ago SlopSoup TV runs a live, 24/7 pixel-art TV network where all scripts, characters, voices, and scheduling decisions are produced by models. r/LocalLLaMA → story

10d ago Qwen3.8 27b with 200K context and MTP on 12GB Ampere cards r/LocalLLaMA → story

10d ago Ecosia switches from Mistral to open-weight AI models including Qwen, GLM, Kimi Hacker News (AI) → story

10d ago Qwen 3.8 Flash with next-GSQ-RCO-IQ2_XS achieves ~21 tok/s on RTX 3060 12GB + 16GB RAM (no gate pruning, 100% bit-exact) r/LocalLLaMA → story

10d ago Which image generation model is best for infographics? r/LocalLLaMA → story

10d ago Qwen/Qwen-Image-2.1-Turbo released on Hugging Face r/LocalLLaMA → story

10d ago RTX 4090 + Huawei Atlas Duo for Qwen Flash Next? r/LocalLLaMA → story

10d ago What open-weight local models are used for creating writing projects, beyond benchmarks and code, including Gemma 31b finetunes and local finetuned systems r/LocalLLaMA → story

10d ago Qwen-2B-RCOL: dynamic low-bit quantization with VRAM-budgeted approximate algorithm and improvements at 1–2 bits r/LocalLLaMA → story

10d ago LoRA over GGUF: train Qwen3.8-Flash-Next in 40G VRAM r/LocalLLaMA → story

10d ago Qwen3.8-27B runs at 159 tok/s on R9700 and 64 tok/s on Strix Halo r/LocalLLaMA → story

10d ago Quantization of linear-attention (Qwen & Kimi) r/LocalLLaMA → story

10d ago AI models play Cat Goric: two models clear eight of 14 levels in a continuous run r/LocalLLaMA → story

10d ago Qwen 3.6 35B receives appreciation post highlighting general agentic capabilities despite coding limitations r/LocalLLaMA → story

Oct 8

11d ago Staging quantized weights to FP8 instead of FP16 yields a 2x faster FP8 path on Apple Silicon M6; +40% MLX prefill on M5/M6 with int8 on M5 r/LocalLLaMA → story

11d ago $2800 rig with 8x Radeon Pro V620 (256 GB VRAM) + custom vLLM fork achieves Qwen3.8-Flash-Next at 60–100 t/s decode and 3000+ t/s prefill r/LocalLLaMA → story

11d ago Open sourcing Game Summoner prompt and updates; mentions Google Playground release and Gamesummoner launch r/LocalLLaMA → story

11d ago Swift Qwen Swift models reach 2.2 million+ downloads; early access to new models includes free compute for researchers r/LocalLLaMA → story

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