Ollama

Timeline

1. Oct 19, 2026 · Opinion / analysis · 1 source
   Kapitsa: open-source Apple Silicon optimized Metal engine built for Qwen and Nemotron. See benchmarks of Qwen 27B, Nemotron + 8 other models on an M1 Pro (16GB), M4 Pro (48GB) and M5 Max (128GB)
   Kapitsa runs only two model families: Qwen (3.5 4B, 3.8 27B, 3.6 35B-A3B, and 3.8 Flash-Next on 128 GB Macs) and NVIDIA Nemotron (3.5 Lightning, Bolt and Super-VL, plus Dory 4B (this is new, we didnt test Dory too much yet). focusing on only these models allows us customize the Metal kernels for each one on Apple Silicon
2. Oct 18, 2026 · Product / feature launch · 1 source
   72 hours, four big open weights drops. The only one that fits in 24GB came from NVIDIA, of all companies.
   Quick recap, all numbers from the official repos and model cards:
3. Oct 18, 2026 · Opinion / analysis · 1 source
   My 5070 ti/3070 Chimera build.
   I had my old 3070 sitting around, so I mounted it outside the case on a PCIe riser (it’s only running at x1, which works because layer splitting passes very little data between cards).
4. Oct 18, 2026 · Open-source release · 1 source
   ollama/ollama v0.40.7-rc0: v0.40.7
5. Oct 17, 2026 · Policy / regulation · 1 source
   EpochGo: Local-first multi-agent AutoML engine using offline Ollama LLMs and deterministic Scikit-Learn pipelines [P]
   I wanted to share EpochGo, an open-source, local-first AutoML system built to tackle two major bottlenecks in applied machine learning:
6. Oct 17, 2026 · Tutorial / explainer · 1 source
   justxor/deepseek-local-guide-ru: 🐋 Полный гайд на русском: как установить и запустить DeepSeek локально (V4, R1) на ПК, Mac и сервере — Ollama, llama.cpp, LM Studio, vLLM, O
   🐋 Полный гайд на русском: как установить и запустить DeepSeek локально (V4, R1) на ПК, Mac и сервере — Ollama, llama.cpp, LM Studio, vLLM, Open WebUI, API, RAG, агенты, fine-tuning, лучшие фишки Language: Shell.
7. Oct 17, 2026 · Opinion / analysis · 1 source
   Qwen3.8-27B-Defiance-Uncensored-MTP-GGUF
   Defiance puts DavidAU's Turbo-Brilliance "AI Construct" modes on HauhauCS's uncensored Qwen3.8-27B.
8. Oct 17, 2026 · Opinion / analysis · 1 source
   llama.cpp has come a long way
   I started out back in March 2025 running Mistral Nemo Q4KM with 8K F16 on an AMD Radeon RX 7800 XT 16GB, with first ollama and then lmstudio.
9. Oct 16, 2026 · Open-source release · 5 sources
   Welcome Beam: a 501B open model you can own, customize, and scale
   Beam is focused on coding and agentic use cases.
10. Oct 16, 2026 · Open-source release · 1 source
    ollama/ollama v0.40.6-rc0: v0.40.6
11. Oct 15, 2026 · Open-source release · 1 source
    anujasid/blender-ai-mcp-addon: AI assistant and MCP server for Blender: visual chat, scene tools, multi-agent workflows. Works with ChatGPT/GPT, Claude, Gemini, Ollama, Op
    AI assistant and MCP server for Blender: visual chat, scene tools, multi-agent workflows.
12. Oct 15, 2026 · Opinion / analysis · 1 source
    open source framework that makes your AI agents generate UI elements
    came across an interesting open source project that just released its 1.0 version, and thought the community might find it interesting, especially given all the recent developments around generative ui.
13. Oct 15, 2026 · Opinion / analysis · 1 source
    QUASAR 4-bit QAT checkpoints for Qwen3.5, Gemma 4 and Muse Glimmer: closer to BF16 than Google’s and NVIDIA’s 4-bit releases
    Two months ago we released a fully quantized NVFP4 Qwen3.8-27B trained with QUASAR.
14. Oct 15, 2026 · Open-source release · 1 source
    unslothai/unsloth v0.1.908-beta: NVIDIA Nemotron 3.5 + Meta Muse Spark Open
    Run NVIDIA's new Nemotron 3.5 models and Meta's new Muse Spark Open locally in Unsloth.
15. Oct 14, 2026 · Open-source release · 1 source
    open-webui/open-webui v0.12.2
    📚 Open attached knowledge from its preview. Clicking the name in the preview of an attached knowledge collection now opens that collection in the workspace, and file and link names are real links that open in a new tab.
16. Oct 14, 2026 · Open-source release · 1 source
    ollama/ollama v0.40.5-rc0: v0.40.5
17. Oct 14, 2026 · Open-source release · 1 source
    2430816465/campus-knowledge-agent: 校园知识服务 Agent 智能体平台:基于 FastAPI、Qwen3 与 RAG,贯通公开资料解析、时间范围检索、证据溯源及人工审核。
    校园知识服务 Agent 智能体平台:基于 FastAPI、Qwen3 与 RAG,贯通公开资料解析、时间范围检索、证据溯源及人工审核。 Language: Python.
18. Oct 13, 2026 · Opinion / analysis · 1 source
    Why AnythingLLM is moving from Ollama to Lemonade and llama.cpp
    I'm excited to see our Lemonade embedded SDK getting used out there!
19. Oct 13, 2026 · Opinion / analysis · 1 source
    Flama: 8 years building a Python framework where ML models and LLMs are first-class, now written up on arXiv [P]
    Every model, whether a scikit-learn pipeline, a PyTorch network or an LLM, is packaged into a single .flm: the weights, the artifacts it needs at inference time (tokenizer, config) and its metadata, including the training metrics you record.
20. Oct 13, 2026 · Opinion / analysis · 1 source
    Run AI agents safely with Ollama and Fly.io
    AI agents can now use Ollama's cloud models safely inside Fly.io's cloud computers.
21. Oct 12, 2026 · Opinion / analysis · 1 source
    llama.cpp optimizations for specific hardware and models
    I've made a few posts recently, just talking about the hardware I've got and the model I use.
22. Oct 12, 2026 · Open-source release · 1 source
    ollama/ollama v0.40.4-rc0: v0.40.4
23. Oct 12, 2026 · Opinion / analysis · 1 source
    openbmb/MiniCPM-V-4.7-1B
    "MiniCPM-V 4.7 is the latest model in the MiniCPM-V series, available in a 1B variant.
24. Oct 12, 2026 · Model release · 1 source
    openbmb/MiniCPM-V-4.7-35B-A3B
    With our Lookahead Expert Scheduling (LES) technique introduced alongside MiniCPM-V 4.7, combined with fine-grained layer-wise quantization and DSpark speculative sampling integration, MiniCPM-V 4.7 35B-A3B becomes the first open-source MoE model to run smoothly on-device without compromising performance, achieving a decoding speed of 13+ tokens/s on iPhone 17 Pro Max.
25. Oct 12, 2026 · Opinion / analysis · 1 source
    I built a tiny table that learns your local LLM's classification answers and serves the repeats in microseconds [D]
    It only answers where it agrees with your model 95%+ of the time on held-out answers; everything else still goes to the model.
26. Oct 11, 2026 · Product / feature launch · 1 source
    I built a lightweight tool that automatically frees up VRAM for gaming and restores your local LLMs afterward
    Unloads your LM Studio/Ollama models to free up VRAM (other providers tentatively supported, not tested)
27. Oct 11, 2026 · Opinion / analysis · 1 source
    I built GOAT’d Text Generator 🐐 - generate prompts directly in ComfyUI
    I made a custom node that brings cloud and local LLMs into your ComfyUI workflows.
28. Oct 11, 2026 · Open-source release · 1 source
    ollama/ollama v0.40.3
29. Oct 10, 2026 · Benchmark result · 1 source
    Nace AI Open-Sources Drex 1.5: A 9B Decision Model That Scores Options, Not Text
    Nace.AI has open-sourced Drex 1.5, a 9B decision model for agents and backend workflows.
30. Oct 9, 2026 · Model release · 2 sources
    ConwayResearch/Underdog-Saluki-27B-1.0
    ConwayResearch published the model Underdog-Saluki-27B-1.0 on Hugging Face.

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