LingBot-Video 🎬 MoE video model built for embodied AI from Ant group huggingface.co/collections/... - 30B/3B - Apache 2.0 - Trained on web videos + 70K hours of embodied data - Tops RBench: ahead of Cosmos3/Veo 3/Seedance 1.5 pro

Agents-A1 🤖🔬 New agentic model from Shanghai AI Lab, InternScience team huggingface.co/collections/... - 35B MoE (built on Qwen3.5-35B-A3B) - Apache 2.0 - 256K context - Trained for long-horizon agent work - Includes quantized variants

LingBot Vision 👀🤖 A self-supervised vision backbone family for dense spatial perception from Ant Group huggingface.co/collections/...

Tencent just released HY3 🔥 huggingface.co/collections/... - 295B / 21B MoE , 256K context - Apache 2.0 - FP8 version included 👀 - Switchable reasoning: no think / low / high - Hallucinates half as often as before - Stable across agent frameworks

BAAI just released the Orca paper 🔥 ( weights coming soon ) huggingface.co/papers/2606.... A Multimodal Latent World Model: it learns the world itself first, and text/images/actions are just different ways to read it out 💡

Unlimited-OCR 🔥New OCR from Baidu huggingface.co/baidu/Unlimi... It can parse hundreds of pages in a single pass while maintaining stable speed. The key is R-SWA (Reference Sliding Window Attention), which keeps KV cache constant during decoding. 🏆 93% on OmniDocBench 📈 +6% over DeepSeek-OCR

Really cool to see the GLM 5.2 blog on Hugging Face 🔥 huggingface.co/blog/zai-org...

GLM 5.2 is here 🔥 huggingface.co/collections/... ✨ 753B - 1M context ✨ MIT license ✨ GLM IndexShare: reuses the indexer across layers, 2.9x fewer FLOPs/token at 1M ✨ AIME 2026: 99.2 (beats GPT-5.5, Claude Opus 4.8) ✨ vLLM / SGLang / Transformers supported

MiniMax-M3 just dropped 🔥 huggingface.co/MiniMaxAI/Mi... ✨ 428B / 23B active ✨ 1M context ✨ MiniMax Sparse Attention (MSA) And it’s not just weights! - paper: huggingface.co/papers/2606.... - kernel: huggingface.co/kernels/Mini... - Transformers support Love how this was released❤️

PP-OCRv6 just released by Baidu huggingface.co/collections/... ✨ tiny 1.5M / small 7.7M / medium 34.5M ✨ 48+ languages ✨ Supports handwritten/printed/industrial/screen and card text ✨ Edge friendly deployment

Macaron-V1-Preview-749B 👀 a Mixture-of-LoRA personal agent model from MindLab ✨ 744B base + 5 specialist LoRAs ✨ Generative UI as a core skill ✨ Personal agent focused ✨ 202K context ✨ MIT license huggingface.co/collections/...

dots.tts 🔊 New TTS from Xiaohongshu (RedNote) huggingface.co/collections/... ✨ 2B - Apache 2.0 ✨ Fully continuous architecture (no codec tokens) ✨ 48kHz synthesis ✨ Zero-shot voice cloning

Step-3.7-Flash 🔥 New VL model from StepFun_ai huggingface.co/collections/... ✨ 198B / 11B active - MoE ✨ 256K context ✨ 3 reasoning level ✨ Up to 400 tokens/sec 🤯

Qwen just dropped a new Text to Image benchmark + a judge model huggingface.co/collections/... ✨ 56 fine-grained evaluation facets ✨ Measures creativity beyond prompt alignment ✨ Covers storytelling/typography/design & physical logic ✨ Human aligned judge model (ρ = 0.92)

MiniCPM5-1B is an impressive release in the 1B class! huggingface.co/collections/... ✨ 1B - Apache 2.0 ✨ Hybrid reasoning with Think / No-Think modes ✨ 128K context ✨ Runs on CPU/Apple Silicon/GPU ✨ Strong eval result in the same size class

BitCPM4-CANN 🔥Native 1.58-bit LLM training system on Ascend NPUs huggingface.co/collections/... ✨ 0.5B/1B/3B/8B - Apache 2.0 ✨ 6× less memory at inference ✨ Only 4.5% training throughput overhead

LongCat-Video-Avatar 1.5🐱 an audio driven avatar video generation framework from Meituan huggingface.co/meituan-long... ✨ Multi-character + multi-audio support ✨ Drive video from audio alone or audio + image + text ✨ 8-step inference ✨ Whisper-Large powered lip sync ✨ MIT license

Hy-MT2 🔥 New translation model family from Tencent Hunyuan ✨ 1.8B / 7B / 30B-A3B MoE ✨ Supports 33 languages ✨ 1.8B > 440MB with 1.25-bit quantization ✨ Runs on device with faster inference ✨ 1.8B outperforms some commercial APIs

HiDream-O1-Image is getting a lot of attention🔥 A few things that make it different: ✨ Interesting architecture: no VAE, no disjoint encoders, just raw pixels and text in one shared token space ✨ 8B + MIT license ✨ Native 2048×2048 ✨ Built in reasoning agent

ByteDance dropped Lance👀 huggingface.co/bytedance-re... This 3B model can generate images + edit images + generate videos + edit videos, and understand both images/videos. It's trained from scratch on only 128 A100s, and beats several 7B+ models on GenEval and VBench!

✨Big update from Baidu The PaddleOCR now supports Transformers as an inference backend 🔥 Really cool to see it becoming easier to use within the @hf.co ecosystem! huggingface.co/blog/PaddleP...

Intern S2 preview 🔥 A scientific multimodal model from Shanghai AI Lab huggingface.co/internlm/Int...

Ant group just dropped Ring-2.6-1T 🔥 1T reasoning model, built for real world agent workflows. ✨ MIT license ✨ 128K >> 256K context (YaRN) ✨ Async RL + IcePop training architecture ✨ Dual reasoning : "high" for fast agent loops, "xhigh" for deep reasoning = Better cost/performance tradeoff 👀

Ant group just dropped Ring-2.6-1T 🔥 1T reasoning model, built for real world agent workflows. ✨ MIT license ✨ 128K >> 256K context (YaRN) ✨ Async RL + IcePop training architecture ✨ Dual reasoning: "high" for fast agent loops, "xhigh" for deep reasoning = Better cost/performance tradeoff 👀

Ant group just dropped Ring-2.6-1T 🔥 1T reasoning model, built for real world agent workflows. ✨ MIT license ✨ 128K >> 256K context (YaRN) ✨ Async RL + IcePop training architecture ✨ Dual reasoning: "high" for fast agent loops, "xhigh" for deep reasoning = Better cost/performance tradeoff

MemPrivacy ㊙️ a lightweight privacy preserving model for edge cloud AI agents from MemTensor. huggingface.co/collections/... ✨ 1.7B/4B - RL/SFT ✨ High precision privacy extraction ✨ 4 level privacy taxonomy (PL1–PL4) ✨ Semantic preserving typed placeholders

MiniCPM V4.6 🔥 a 1B MLLM that actually runs on your phone, just released by OpenBMB huggingface.co/openbmb/Mini... ✨ 1B - Apache2.0 ✨ Runs on iOS, Android, HarmonyOS ✨ ~1.5× faster throughput than Qwen3.5 0.8B ✨ Mixed 4x/16x visual token compression

Qwen released WebWorld 🌍 an open world model series for web agents ✨ 8B/14B/32B+Dataset ✨Apache2.0 ✨+9.9% MiniWob++, +10.9% WebArena ✨ Matches Claude Opus 4.1 & Gemini 3 Pro on factuality，beats GPT-5 as world model ✨Unified action space, 30+ step simulation, 5 state formats

Ling-2.6-1T just dropped by Antgroup , one day after Ling 2.6 Flash. Both optimized for the same goal: usable intelligence at the lowest token cost 💰 ✨ MLA + Linear Attention hybrid for long context efficiency ✨ Answers without verbose CoT, lower token cost ✨ 1T / 63B active ✨ MIT license

SenseTime is back to open source with SenseNova U1 🔥 A unified multimodal model in collab with MMLab NTU huggingface.co/collections/... ✨ no visual encoder & VAE ✨ NEO Unify end to end ✨ End-to-end pixel–word modeling

MiMo-V2.5 🔥 a native omni modal MoE built for agents released by XiaomiMiMo huggingface.co/collections/... ✨Base (310B total / 15B active) & Pro (1T total / 42B active) ✨MIT license ✨Text + image + video + audio ALL IN ONE ✨Up to 1M context ✨Agentic RL + MOPD post-training

DeepSeek V4 🐳🔥 makes 1M token context & SOTA Agentic/coding more accessible!! huggingface.co/collections/... ✨Pro (1.6T/49B active) & Flash (284B/13B active) ✨1M token context ✨LiveCodeBench 93.5 🤯 beats Gemini 3.1 Pro & Opus 4.6 ✨MIT licensed

LLaDA2.0-Uni from Antgroup is an interesting direction 👀 huggingface.co/inclusionAI/... ✨ 16B MoE/ 1B active per token ✨ Unifies generation + understanding + reasoning in a single diffusion LLM ✨ MoE backbone + diffusion decoder ✨ Apache 2.0

MiMo-V2.5-ASR 🔥 new ASR model from Xiaomi Model: huggingface.co/XiaomiMiMo/M... Demo: huggingface.co/spaces/Xiaom... ✨ MIT license ✨ Support Mandarin, English & Chinese dialects ✨ Code-switching (no language tags needed) ✨ Multi-speaker / meetings ✨ Noisy & far-field audio

Tencent just released HY3 preview on @hf.co First drop from TencentHunyuan rebuilt infra👀 Model: huggingface.co/collections/... Demo: huggingface.co/spaces/tence... ✨ 295B MoE /21B active ✨ 256k context ✨ Hybrid fast/slow thinking ✨ Solid BrowseComp & WideSearch (search agents)

Qwen3.6-27B just dropped on @huggingface 🔥 huggingface.co/Qwen/Qwen3.6... huggingface.co/Qwen/Qwen3.6... ✨ 27B dense model ✨ 262K native context, scalable to 1M+ tokens ✨ Vision + language in one model ✨ 77.2 on SWE-bench Verified

Kimi 2.6 is now available on @hf.co 🔥🎉 huggingface.co/moonshotai/K... ✨ 1T MoE / 32B active / 256K context ✨ Agent Swarm: 300 sub-agents × 4,000 steps ✨ Modified MIT

MOSS-VL 🔥 Vision model from Open MOSS Model: huggingface.co/collections/... Demo: huggingface.co/spaces/OpenM... ✨ 11B - Apache 2.0 ✨ Cross-attention + XRoPE (3D: time, height, width) ✨ Beats Qwen3-VL-8B by 8.3 pts on VSI-bench

Baidu just released ERNIE-Image on Hugging Face🔥 Model: huggingface.co/collections/... Demo: huggingface.co/spaces/baidu... ✨ 8B DiT - Image/Image Turbo ✨ Apache2.0 ✨ Strong text rendering for posters & UI-style images ✨ Structured outputs (comics, multi-panel scenes)

A new large-scale RGB-D dataset from Ant Group: LingBot-Depth 🤖 huggingface.co/datasets/rob... ✨3M+ samples / 2.7TB ✨Real-world + simulation + VLA robotics data ✨Raw sensor depth + ground truth

LongCat-AudioDiT 🔊New TTS from Meituan LongCat team huggingface.co/meituan-long... ✨ 1B & 3.5B - MIT license ✨ Diffusion + non-AR generation ✨ Operates directly in waveform latent space ✨ Simpler pipeline (no mel-spectrograms)

Matrix-Game 3.0🔥real-time interactive world models from Skywork huggingface.co/Skywork/Matr... ✨ MIT license ✨ 720p @ 40FPS with a 5B model ✨ Minute-long memory consistency ✨ Unreal + AAA + real-world data ✨ Scales up to 28B MoE

daVinci-LLM 🔥 The SII-GAIR team just shared the full training pipeline on @hf.co huggingface.co/SII-GAIR-NLP... ✨ 3B, competitive with 7B models ✨ 8T-token transparent training ✨ 200+ ablation studies ✨ Data Darwinism (L0–L9) framework

LongCat-Next 🐱 A multimodal foundation model released by Meituan huggingface.co/meituan-long... ✨ 74B total - 3B active - MIT ✨ One token space for all modalities ✨ DiNA paradigm for unified learning ✨ Seeing, creating, talking all in one

PrismAudio 🔥 RL-powered video-to-audio (V2A) framework from Alibaba FunAudio team Model: huggingface.co/FunAudioLLM/... Paper: huggingface.co/papers/2511.... Demo: huggingface.co/spaces/FunAu...

LongCat-Flash-Prover 🐱 A 560B MoE from Meituan just dropped on @hf.co huggingface.co/meituan-long... ✨ MIT license ✨ Native Formal Reasoning: Auto-formalize, sketch & verify proofs live in Lean4 ✨ 97.1% pass rate on MiniF2F-Test & 70.8% ProverBench

daVinci-MagiHuman 🎬 Human Centric Audio-Video Generative Model by GAIR Model: huggingface.co/GAIR/daVinci... Paper: huggingface.co/GAIR/daVinci... ✨ 15B – Fully open source! ✨ 5-sec 1080p video in 38s on one H100 ✨ Supports 6 languages ✨ Unified model with text + video + audio

AutoMathText-V2 🔥 A 2.46T token STEM dataset from Shanghai QI ZHI Institute huggingface.co/datasets/Ope... ✨ Optimized for Math & STEM ✨ Triple deduplication: Exact → Fuzzy → Semantic

Another OCR model just dropped 🔥 (so many OCRs lately!) dots.mocr from RedNote Hi Lab looks really impressive on the benchmarks. huggingface.co/collections/... ✨ 3B ✨ Multilingual support ✨ Converts charts, diagrams, and UI layouts directly into SVG code

Qianfan-OCR 🔥 New end-to-end document intelligence model from Baidu is now available on @hf.co huggingface.co/baidu/Qianfa... huggingface.co/papers/2603.... ✨ 4B - Apache 2.0 ✨ OCR across 192 languages ✨ 1 page/sec on a single A100 ✨ Trained on 1,024 Kunlun P800 chips