🔄 [GitHub Releases] pytorch/pytorch - PyTorch 2.12.1 Release, bug fix release


https://github.com/pytorch/pytorch/releases/tag/v2.12.1

📰 PyTorch - Schedule Now Available for KubeCon + CloudNativeCon + OpenInfra Summit + PyTorch Conference China
AI is transforming how we build, deploy, and operate technology. Open source is making it possible. KubeCon + CloudNativeCon + OpenInfra Summit + PyTorch Conference China will take place September...

https://pytorch.org/blog/schedule-now-available-for-kubecon-cloudnativecon-openinfra-summit-pytorch-conference-china/

📰 LMSys - Optimizing Ling-2.6-1T on TPU with SGLang-JAX: Hiding MoE Data Movement Behind Compute with One Pallas Kernel


https://lmsys.org/blog/2026-06-17-ling-2-6-tpu

📰 HuggingFace - Is it agentic enough? Benchmarking open models on your own tooling


https://huggingface.co/blog/is-it-agentic-enough

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

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


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

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

📰 PyTorch - JUST LAUNCHED! PyTorch Certified Associate (PTCA)
Prove You Can Work with the Technology Behind Modern AI Linux Foundation Education and PyTorch Foundation have launched the PyTorch Certified Associate (PTCA), a new certification designed for early-stage practitioners...

https://pytorch.org/blog/just-launched-pytorch-certified-associate-ptca/

📰 HuggingFace - Beyond LoRA: Can you beat the most popular fine-tuning technique?


https://huggingface.co/blog/peft-beyond-lora

📰 PyTorch - From Minutes to Seconds: LLM-Guided Autotuning for Helion Kernels
TL;DR Helion, PyTorch’s domain-specific language (DSL) for performance portable machine learning kernels, heavily relies on autotuning for performance. Currently Helion searches utilize the Likelihood-Free Bayesian Optimization (LFBO) to find the...

https://pytorch.org/blog/from-minutes-to-seconds-llm-guided-autotuning-for-helion-kernels/

📰 HuggingFace - MosaicLeaks: Can your research agent keep a secret?


https://huggingface.co/blog/ServiceNow/mosaicleaks

📰 Anthropic Research - Project Fetch: Phase two


https://www.anthropic.com/research/project-fetch-phase-two

🆕 [HF Models] jdopensource - JoyAI-VL-Interaction-Preview


https://huggingface.co/jdopensource/JoyAI-VL-Interaction-Preview

📰 Google AI Blog - How A2A is Building a World of Collaborative Agents
Celebrating the first anniversary of the Agent-to-Agent (A2A) protocol, this blog post highlights how the framework enables autonomous AI agents to securely collaborate and hand off tasks without the rigidity of traditional APIs. By delegating complex workflows to specialized peer agents, A2A prevents context pollution, ensures data privacy, and simplifies application design through modularity. To demonstrate this ecosystem in action, the post spotlights FoldRun—an agentic interface for life sciences that orchestrates complex protein structure predictions—alongside diverse A2A use cases spanning commerce, data streaming, DevOps, and telecommunications.

https://developers.googleblog.com/en/how-a2a-is-building-a-world-of-collaborative-agents/

📰 Claude Blog - Steering Claude Code: CLAUDE.md files, skills, hooks, rules, subagents and more

https://claude.com/blog/steering-claude-code-skills-hooks-rules-subagents-and-more


📰 Claude Blog - Centrally manage authorization for MCP connectors

https://claude.com/blog/enterprise-managed-auth


📰 Claude Blog - Claude Code now supports artifacts

https://claude.com/blog/artifacts-in-claude-code


📰 Claude Blog - Meet the winners of our Claude Opus 4.8 Build Day hackathon

https://claude.com/blog/meet-the-winners-of-our-claude-opus-4-8-build-day-hackathon


📰 Claude Blog - Claude Design now stays on brand for daily work

https://claude.com/blog/claude-design-stays-on-brand-for-daily-work


📰 Claude Blog - Secure access to the Claude Platform with Workload Identity Federation

https://claude.com/blog/workload-identity-federation

🆕 [HF Models] FunAudioLLM - Fun-ASR-Nano-GGUF

https://huggingface.co/FunAudioLLM/Fun-ASR-Nano-GGUF


🆕 [HF Models] FunAudioLLM - Paraformer-GGUF

https://huggingface.co/FunAudioLLM/Paraformer-GGUF


🆕 [HF Models] FunAudioLLM - SenseVoiceSmall-GGUF

https://huggingface.co/FunAudioLLM/SenseVoiceSmall-GGUF


🆕 [HF Models] FunAudioLLM - fsmn-vad-GGUF

https://huggingface.co/FunAudioLLM/fsmn-vad-GGUF

🗓️ Weekly GitHub Activity


🦙 llama.cpp
└ Release: b9627 → b9743
└ 116 commits

- Added support for Cohere2MoE (North Code / Tiny Aya) and GLM-5.2 models. #24615 #24770
- Integrated Eagle3 speculative decoding support for Qwen 3.5 and 3.6. #24593
- Updated OpenVINO backend to 2026.2 with context-shift, Q5_1 weights, and Gemma 4 support. #24503
- Introduced a model management API to the server router for remote model downloads and deletion. #23976
- UI improvements: added HEIC/HEIF image support, SVG/Mermaid rendering with source toggles, and markdown rendering for thinking blocks. #24137 #24080 #24611
- Optimized AMX performance on CPU and improved i-quants prefill speeds for WebGPU. #24806 #24530
- Enhanced Metal backend with concat support for F16/BF16 and rope_back operator. #24724 #24725
- Fixed significant whitespace issues in chat grammar generation and double-escaping in tool-call parsing. #24624 #24667
- Server now includes real-time generation speed metrics and JSONL conversation exports. #24291 #24688
- SYCL backend updates: added Conv2D/Conv3D support, dev-to-dev memcpy, and set F16 as default. #24600 #24476 #23996

🔗 All changes | Latest release


🎨 stable-diffusion.cpp
└ Release: master-694-276025e → master-709-92a3b73
└ 15 commits

- Added RPC support for remote compute execution #1629
- Implemented PuLID-Flux identity-injection support for Flux models #1595
- Added support for cancelling ongoing generations with partial image batch returns #1124
- Introduced disk parameters backend support #1651
- Added backend-specific max-VRAM budgets bb90bfa
- Fixed handling of oversized Vulkan parameter tensors #1662
- Synchronized core library with latest GGML #1656

🔗 All changes | Latest release


🤗 Fresh models trending on HuggingFace:

WeiboAI/VibeThinker-3B ♡511
prefeitura-rio/Rio-3.5-Open-397B ♡327
owensong/Inflect-Nano-v1 | gguf ♡140
Zyphra/ZONOS2 ♡118
datalab-to/lift ♡86
poolside/Laguna-M.1 ♡74
Boogu/Boogu-Image-0.1-Edit ♡67
AlexWortega/SIQ-1-35B ♡59
Boogu/Boogu-Image-0.1-Turbo ♡37
SupraLabs/Supra-1.5-50M-Instruct-exp ♡37
Boogu/Boogu-Image-0.1-Base ♡32
HKUSTAudio/AudioX-Turbo ♡29
FINAL-Bench/Darwin-398B-JGOS ♡28
Multilingual-Multimodal-NLP/LoopCoder-V2 ♡26
YTan2000/Qwen3.6-27B-MTP-TQ3_4S ♡16
Danrisi/UltraReal_FineTune_Anima_base1_v3 ♡14
catnip-ai-tech/MaineCoon ♡14

🔓 [HF Models] inclusionAI - Sing-Guard-2b

https://huggingface.co/inclusionAI/Sing-Guard-2b


🔓 [HF Models] inclusionAI - Sing-Guard-8b

https://huggingface.co/inclusionAI/Sing-Guard-8b


🔓 [HF Models] inclusionAI - Sing-Guard-4b

https://huggingface.co/inclusionAI/Sing-Guard-4b

🆕 [HF Models] baidu - Unlimited-OCR


https://huggingface.co/baidu/Unlimited-OCR

🆕 [HF Models] jdopensource - JoyAI-Image-Edit-Plus-Diffusers


https://huggingface.co/jdopensource/JoyAI-Image-Edit-Plus-Diffusers

📰 HuggingFace - PP-OCRv6 on Hugging Face: 50-Language OCR from 1.5M to 34.5M Parameters


https://huggingface.co/blog/PaddlePaddle/pp-ocrv6

🆕 [HF Models] inclusionAI - Sing-Guard-2b-GGUF

https://huggingface.co/inclusionAI/Sing-Guard-2b-GGUF


🆕 [HF Models] inclusionAI - Sing-Guard-4b-GGUF

https://huggingface.co/inclusionAI/Sing-Guard-4b-GGUF


🆕 [HF Models] inclusionAI - Sing-Guard-8b-GGUF

https://huggingface.co/inclusionAI/Sing-Guard-8b-GGUF

🆕 [GitHub Repos] orgs/NVlabs - falcor2


https://github.com/NVlabs/falcor2