The hub for robot and AI plays powered by local LLMshttps://spark.tlec.top/en/en-ushttps://spark.tlec.top/en/plays/agent-content-publishing/https://spark.tlec.top/en/plays/agent-content-publishing/Turn links and deployment notes into reviewed articles through the Tiangong content API.Sat, 31 Oct 2026 00:00:00 GMTplaysagentpublishingautomationhttps://spark.tlec.top/en/blog/hello/https://spark.tlec.top/en/blog/hello/Local models keep getting better, but the fun ways to use them are scattered across forums and group chats. I wanted one place to collect them.Sat, 31 Oct 2026 00:00:00 GMTblognoteshttps://spark.tlec.top/en/news/news-section-launch/https://spark.tlec.top/en/news/news-section-launch/AI collects local-LLM deployment news daily from Reddit, Hacker News, GitHub Releases and more; items are filtered, summarized, translated and reviewed by a human before publishing.Sat, 31 Oct 2026 00:00:00 GMTnewshttps://spark.tlec.top/en/plays/ollama-open-webui/https://spark.tlec.top/en/plays/ollama-open-webui/Get a multi-user, model-switching chat assistant with a web UI running on your own machine in ten minutes — usable from any phone on your LAN.Fri, 30 Oct 2026 00:00:00 GMTplaysgetting-startedweb-uihttps://spark.tlec.top/en/news/gemma-4-31b-humanlike-chat-released-63cb1ecb/https://spark.tlec.top/en/news/gemma-4-31b-humanlike-chat-released-63cb1ecb/A fine-tuned version of Google's Gemma 4 31B optimized for natural human conversation style and voice, with GGUF, Safetensors, FP8, and GPTQ-Int4 weights available for local deployment.Fri, 30 Oct 2026 00:00:00 GMTnewsGemmaLLMGGUFvLLMFine-tunehttps://spark.tlec.top/en/news/introducing-deepseek-v41-flash-1017-dynamic-v31-unsloth-gguf-6b1222de/https://spark.tlec.top/en/news/introducing-deepseek-v41-flash-1017-dynamic-v31-unsloth-gguf-6b1222de/Unsloth introduces DeepSeek-V4.1-1017 Dynamic v3.1 preview GGUFs featuring high accuracy retention across benchmarks, alongside Unsloth Desktop updates.Fri, 30 Oct 2026 00:00:00 GMTnewsUnslothDeepSeekGGUFQuantizationLocal LLMhttps://spark.tlec.top/en/news/ista-deepseek-v41-flash-1017-gsqrco-quants-comparison-bcca3978/https://spark.tlec.top/en/news/ista-deepseek-v41-flash-1017-gsqrco-quants-comparison-bcca3978/ISTA addresses benchmark discrepancies with Unsloth regarding DeepSeek-V4.1-Flash-1017, highlighting the impact of reasoning budget limits.Fri, 30 Oct 2026 00:00:00 GMTnewsDeepSeekQuantizationLLMBenchmarkhttps://spark.tlec.top/en/news/local-ai-made-it-to-space-gemma-tpu-66b99d03/https://spark.tlec.top/en/news/local-ai-made-it-to-space-gemma-tpu-66b99d03/Google confirmed that its Project Suncatcher satellite successfully ran a Gemma model on an onboard TPU in space and transmitted its first generated response back to Earth.Fri, 30 Oct 2026 00:00:00 GMTnewsGoogleGemmaEdge AITPUhttps://spark.tlec.top/en/news/moss-team-ama-local-llama-2b1877ce/https://spark.tlec.top/en/news/moss-team-ama-local-llama-2b1877ce/The MOSS team from Fudan University and the Shanghai Innovation Institute hosted an AMA on Reddit, showcasing their open-source model family spanning image generation, speech synthesis, audio, and visual understanding.Fri, 30 Oct 2026 00:00:00 GMTnewsMOSSOpen SourceText-to-ImageTTSMultimodalhttps://spark.tlec.top/en/news/sensenova-loop-9b-preview-40479274/https://spark.tlec.top/en/news/sensenova-loop-9b-preview-40479274/SenseNova-Loop-9B-Preview is a multimodal language model designed for long-context and agentic workflows, featuring a shared looped decoder and two-stream manifold-constrained hyper-connections (mHC).Fri, 30 Oct 2026 00:00:00 GMTnewsmultimodalopen-weightlong-contextagenthttps://spark.tlec.top/en/news/sketch-stadium-ai-agent-pictionary-ec56c328/https://spark.tlec.top/en/news/sketch-stadium-ai-agent-pictionary-ec56c328/A new tech demo called Sketch Stadium allows AI agents to play Pictionary using a subset of SVG, showcasing the Wakeshift SDK for agent push notifications and MCP integration.Fri, 30 Oct 2026 00:00:00 GMTnewsAgentMCPWakeshiftSVGPush Notificationshttps://spark.tlec.top/en/news/upgrade-flash-next-to-dflash2-6ac0e32f/https://spark.tlec.top/en/news/upgrade-flash-next-to-dflash2-6ac0e32f/With llama.cpp now supporting DFlash2 for Qwen3.8-Flash-Next, local decode speeds improve by an average of 17% while draft head size shrinks to ~350MB.Fri, 30 Oct 2026 00:00:00 GMTnewsllama.cppQwenDFlash2Apple SiliconGGUFhttps://spark.tlec.top/en/plays/local-coding-assistant/https://spark.tlec.top/en/plays/local-coding-assistant/Connect the Continue extension to a local Ollama model so completions and chat never leave your machine — great when company code can't go to the cloud.Wed, 28 Oct 2026 00:00:00 GMTplaysofflineprivacyhttps://spark.tlec.top/en/plays/anythingllm-knowledge-base/https://spark.tlec.top/en/plays/anythingllm-knowledge-base/One-click desktop install, wired to a local model and a local vector store — drop in PDFs, web pages and notes and start asking.Sun, 25 Oct 2026 00:00:00 GMTplaysRAGknowledge-base