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DeepSeek

Nov 11

2d ago DeepSeek v4.1 Flash reports 8B input active parameters and 16B output active parameters; explanation and implications discussed r/LocalLLaMA → story

2d ago DeepSeek 4.1 runs on a 32GB machine with a 3090; user notes limited performance but hardware expansion possibilities remain. r/LocalLLaMA → story

2d ago QFN users report no performance or intelligence decline after disabling preserve_thinking; tests show cleaner context windows and no preservation of thinking in API use r/LocalLLaMA → story

3d ago ADIndex: Layer-adaptive sparse attention indexing via group-level distillation arXiv cs.LG → story

3d ago India's languages incur higher token costs in 2026 due to tokenizer disparities across nine public tokenizers, per arXiv 2611.13058; 25 Indian languages in FLORES-200 analyzed. arXiv cs.CL → story

3d ago GLM-5.3-flash makes many mistakes compared with Opus 5.5 and Deepseek-4.1-flash r/LocalLLaMA → story

Nov 10

3d ago XeMaya, an Intel Arc inference engine, enables native running of DeepSeek V4.1 and GLM 5.3 via SYCL and Level Zero r/LocalLLaMA → story

3d ago Qwen3.8 27B solves 43% of tasks in Elixir, OCaml, Haskell, and 10 other languages, up from 17% with Qwen3.6 27B; benchmark covers 202 real GitHub tasks across 13 languages. r/LocalLLaMA → story

3d ago CCP Mommy was behind local AI models Deepseek, Kimi, and Qwen, according to a user submission r/LocalLLaMA → story

Nov 9

4d ago RustingStrata runs DeepSeek-V4.1-Flash (249 GB) on a single RTX 3060 with 30 GB RAM using CUDA and Vulkan backends r/LocalLLaMA → story

4d ago Can DeepSeek challenge OpenAI, Anthropic in AI agents Hacker News (AI) → story

5d ago Same prompt, three hosts yield three different results on V4.1-Flash; author suggests why the discrepancy occurred. r/LocalLLaMA → story

5d ago Does reasoning improve psychological depth in large language models? arXiv cs.CL → story

Nov 8

5d ago What people find local models useful for, and examples of concrete use cases (e.g., DeepSeek v4.1 Flash 1017 with BRRR) r/LocalLLaMA → story

5d ago Moonshot Kimi roadmap outlines K3 Flash replacement in 2026, Kimi 3.5 in 2027 with 3T parameters, and K4 at 5.4T parameters by Q3 2027 r/LocalLLaMA → story

5d ago 2x256gb m5u: clustering yields better results with separate models; current clustering tech and decode concurrency limitations hinder improvement r/LocalLLaMA → story

6d ago Small changes to coding task instructions swung model performance on 89 DeepSWE tasks; some models diverged by 23 percentage points due to hidden grader cues r/LocalLLaMA → story

Nov 7

7d ago Change in number of parameters in models over time r/LocalLLaMA → story

Nov 6

7d ago Free Chinese AI models show strong hacking abilities in simulated networks; DeepSeek and GLM approach OpenAI’s top cyber model Wired AI → story

7d ago Edge devices get attention as researchers explore small-model efficiency and edge-harnesses rather than large, costly models r/LocalLLaMA → story

7d ago Open-source tool uses Steam tag data to inspire game design ideas; runs fully in-browser with daily-updated catalog r/LocalLLaMA → story

Nov 5

8d ago Lawyer with too many GPUs runs DeepSeek-V4.1-Flash on eight V100s; 200+ tok/s on code, ~110 on legal writing, 2,200 tok/s prefill at 128K, 524K context, all weights in VRAM r/LocalLLaMA → story

8d ago Deepseek fixes HDMI display issues; user reports slower results with Qwen 3.8 flash and describes hardware and throughput details r/LocalLLaMA → story

8d ago Delta Inference Engine v0.93 adds 64/96/128 GB RAM support, Unsloth quants, and multi-GPU basics; runs 41 tok/s at 192 GB RAM with improved quality and a new native Engram reader. r/LocalLLaMA → story

9d ago Multi-layer indexer: overlapping selection and attention in DeepSeek sparse attention arXiv cs.LG → story

9d ago Quantifying out-of-distribution data severity with Wasserstein distances; benchmarking large language models for alloy property prediction arXiv cs.LG → story

Nov 4

9d ago Openseek alone accounted for 53% of all tokens on Openrouter yesterday; Open-weights labs total over 75% now r/LocalLLaMA → story

9d ago Strata IQ4 Qwen Flash edits Qwen 3.5 0.6B weights on CPU without gradients or optimizers. r/LocalLLaMA → story

Nov 3

10d ago DeepSeek V4.1 Flash 1017 analyzes four RL checkpoints to infer a neural network’s behavior from weights; identifies tasks CartPole, Flappy, Catch, but fails on BallBeam r/LocalLLaMA → story

10d ago Strata boosts decode speed from 70–80 tk/s to 150 tk/s for qwen 3.8 flash next on llamacpp; user reports DeepSeek v4.1flash 2.25bit achieves 70tk/s decode r/LocalLLaMA → story

11d ago DeepSeek V5 planned to be pre-trained on Huawei Ascend chips r/LocalLLaMA → story

11d ago Precedent labels and facts shift LLM approval decisions in opposite directions arXiv cs.CL → story

Nov 2

11d ago Inconsistencies observed in Unsloth LiveCodeBench results; all four Unsloth quantizations and Q8 baseline show 2–3 percentage-point gains on LiveCodeBench v6, with GSQ-RCO results less consistent. r/LocalLLaMA → story

11d ago ISTA releases DeepSeek-V4.1-Flash-1017 GSQ-RCO Coder with 763B parameters (~1 bit per parameter) after pruning half of routed experts r/LocalLLaMA → story

11d ago DeepSeek V4.1 Flash 1017 cited as reliable for fast, open-source learning; user appreciation notes improvements over prior open models r/LocalLLaMA → story

12d ago Patched Strata enables DeepSeek V4.1 agent sessions to start 20× faster on a standard gaming GPU without datacenter; Sam Altman comments on home DRAM usage r/LocalLLaMA → story

Nov 1

12d ago Tell HN: Mistrap Pro includes DeepSeek v4.1 Flash 1017 Hacker News (AI) → story

12d ago DKKD13 个人开发的第三方 DSH 金融研究插件：研究 Skills、证据资料库、个股图表与模拟基金；与 DeepSeek 官方无隶属关系 GitHub Trending (AI) → story

12d ago GLM 5.3 Flash elicits humorous replies and lively personality, user reports r/LocalLLaMA → story

12d ago DeepSeek launches advanced coding agent to rival Claude Code; DeepSeek Harness Superagent Prototype confirms capabilities Hacker News (AI) → story

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