🗓️ Weekly GitHub Activity


🦙 llama.cpp
└ Release: b10068 → b10107
└ 39 commits

- Consolidated memory mapping and locking CLI options into a unified --load-mode argument #20834
- Added support for Laguna XS.2 and M.1 models #25165
- Improved DeepSeek-V4 support with softplus CUDA kernels, APE tensor fixes, and chat template updates #25896, #25945, #25414
- Fixed coordinate scaling in Qwen3-VL via align_corners interpolation #25781 and HunyuanVL XD-RoPE conversion #25514
- Enabled automatic speculative decoding type inference and sidecar model resolution from draft repositories #25955, #25989
- Upgraded CUDA backend with device-side GET_ROWS support for k-quants, i-quants, and mxfp4 #25962, alongside vectorized same-type copy optimization #25929
- Refactored Vulkan queue submission to bypass host-side locking via per-instance mutexes and unique handles #23570
- Added depthwise 2D convolution (CONV_2D_DW) kernel for WebGPU #25847
- Updated WebUI with bulk conversation management #25815, symbolic math support in the JS sandbox using Nerdamer #25948, and a default reasoning mode selector #25846

🔗 All changes | Latest release


🎨 stable-diffusion.cpp
└ Release: master-782-b290693 → master-795-87a0177
└ 13 commits

- Added support for Hunyuan Video 1.5 #1795
- Added IP-Adapter support for SD 1.5 and SDXL #1803 with CFG conditioning fixes #1815
- Added Mage-Flow support #1808

🔗 All changes | Latest release


🤗 Fresh models trending on HuggingFace:

Nanbeige/Nanbeige4.2-3B | Nanbeige4.2-3B-Base ♡406 | ♡40
Kwaipilot/KAT-Coder-V2.5-Dev ♡165
fdtn-ai/antares-1b | antares-350m ♡163 | ♡50
badtheorylabs/BTL-3 | BTL-3-Compact ♡60 | ♡26
ProCreations/grug-27b ♡57
PaddlePaddle/HPD-Parsing ♡57
FINAL-Bench/Aether-7B-5Attn | Aether-7B-5Attn-it ♡40 | ♡31
mindlab-research/Macaron-V1-Venti ♡35
AliveAi/Krea-2-Edit-Outfit-Transfer ♡34
Glint-Research/Glint-2 ♡28
amd/Instella-MoE-16B-A3B-Think ♡28
neuphonic/neutts-2e ♡26
Reza2kn/Bina-0.1 ♡24
joeygambino/joyai-echo-ltx23-echoVid-ltxAud-surgical ♡23
Trelis/tiron ♡21
BananaMind/BananaMind-2-Medium ♡14
ai9stars/G9v3-3B ♡13

🆕 [HF Models] microsoft - Mage-ViT

https://huggingface.co/microsoft/Mage-ViT


🆕 [HF Models] microsoft - Mage-VL

https://huggingface.co/microsoft/Mage-VL

📰 Anthropic Research - Project Pilot: Can AI control a drone?


https://www.anthropic.com/research/project-pilot

🔄 [GitHub Releases] open-webui/open-webui - v0.11.0


https://github.com/open-webui/open-webui/releases/tag/v0.11.0

📰 HuggingFace - NVIDIA Cosmos-H-Dreams: Bringing Real-Time Generative Simulation to Surgical Robotics


https://huggingface.co/blog/nvidia/cosmos-h-dreams

🆕 [HF Models] moonshotai - Kimi-K3


https://huggingface.co/moonshotai/Kimi-K3

📰 LMSys - SGLang and Miles Add Day-0 Support for Kimi K3


https://lmsys.org/blog/2026-07-27-kimi-k3-day0-support

📰 NVIDIA - NVIDIA Ising Enables Fully Automated Quantum Computer Calibration with Enhanced In-Context Learning
NVIDIA Ising Calibration is an open source vision language model (VLM) designed to interpret diagnostic outputs from quantum processors and determine how they…

https://developer.nvidia.com/blog/nvidia-ising-enables-fully-automated-quantum-computer-calibration-with-enhanced-in-context-learning/


📰 NVIDIA - Six Agent Harness Capabilities for Higher Model Performance
Building a great AI agent isn’t just about choosing the right models. The harness is the architecture surrounding the model. How it renders context…

https://developer.nvidia.com/blog/six-agent-harness-capabilities-for-higher-model-performance/


📰 NVIDIA - NVIDIA Nemotron 3 Ultra Leads Open Models on Accuracy and Efficiency in Agentic RTL Coding
Modern chip design is increasingly limited by engineering time. Register transfer level (RTL) development and verification require specialized hardware…

https://developer.nvidia.com/blog/nvidia-nemotron-3-ultra-leads-open-models-on-accuracy-and-efficiency-in-agentic-rtl-coding/

📰 Google Labs - Google and KDDI are ready to back Japanese startups.


https://blog.google/innovation-and-ai/models-and-research/google-labs/ai-startup-support-program-japan/

🆕 [HF Models] Motif-Technologies - Motif-Audio

https://huggingface.co/Motif-Technologies/Motif-Audio


🆕 [HF Models] Motif-Technologies - Motif-Vision-Encoder

https://huggingface.co/Motif-Technologies/Motif-Vision-Encoder

🆕 [HF Models] CohereLabs - North-Mini-Code-1.0-eagle


https://huggingface.co/CohereLabs/North-Mini-Code-1.0-eagle

📰 HuggingFace - LFM2.5-Encoders for Fast Long-Context Inference on CPU


https://huggingface.co/blog/LiquidAI/lfm2-5-encoders

🆕 [HF Models] LiquidAI - LFM2.5-Encoder-230M

https://huggingface.co/LiquidAI/LFM2.5-Encoder-230M


🆕 [HF Models] LiquidAI - LFM2.5-Encoder-350M

https://huggingface.co/LiquidAI/LFM2.5-Encoder-350M


🆕 [HF Models] LiquidAI - LFM2.5-Encoder-350M-Prompt-Router

https://huggingface.co/LiquidAI/LFM2.5-Encoder-350M-Prompt-Router


🆕 [HF Models] LiquidAI - LFM2.5-Encoder-350M-Policy-Linter

https://huggingface.co/LiquidAI/LFM2.5-Encoder-350M-Policy-Linter


🆕 [HF Models] LiquidAI - LFM2.5-Encoder-350M-Diffusion

https://huggingface.co/LiquidAI/LFM2.5-Encoder-350M-Diffusion


🆕 [HF Models] LiquidAI - LFM2.5-Encoder-350M-Spellchecker

https://huggingface.co/LiquidAI/LFM2.5-Encoder-350M-Spellchecker


🔓 [HF Models] LiquidAI - LFM2.5-Encoder-350M-PII-Detector

https://huggingface.co/LiquidAI/LFM2.5-Encoder-350M-PII-Detector

📰 HuggingFace - The OlmoEarth Platform: Geospatial inference at planetary scale


https://huggingface.co/blog/allenai/olmoearth-infrastructure

🔓 [HF Models] nvidia - stormcast-conus


https://huggingface.co/nvidia/stormcast-conus

📰 PyTorch - PyTorch Foundation Flare Pin Community Design Contest
We invite you to design the 2026 PyTorch Foundation flare pin for PyTorch Conference North America. The winning entrant will receive one complimentary ticket to PyTorch Conference North America in...

https://pytorch.org/blog/pytorch-foundation-flare-pin-community-design-contest/

📰 Claude Blog - Bringing MCP 2026-07-28 to Claude


https://claude.com/blog/bringing-mcp-2026-07-28-to-claude

🔓 HuggingFace - Anatomy of a Frontier Lab Agent Intrusion: A Technical Timeline of the July 2026 Incident


https://huggingface.co/blog/agent-intrusion-technical-timeline

📰 NVIDIA - Developing Healthcare Robotics with GPU-Native Medical Physics Simulation
Unlike autonomous driving or industrial robotics, healthcare robotics can’t rely on internet-scale data collection or unlimited real-world experimentation.

https://developer.nvidia.com/blog/developing-healthcare-robotics-with-gpu-native-medical-physics-simulation/

🔓 [HF Models] microsoft - Fara1.5-9B


https://huggingface.co/microsoft/Fara1.5-9B

🆕 [HF Models] internlm - Intern-S2-Mobius


https://huggingface.co/internlm/Intern-S2-Mobius