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Hugging Face
AI Model·2026
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Hy-MT2-30B-A3B

Tencent Hunyuan

A 30B mixture-of-experts multilingual translation model supporting 33 languages and instruction-following translation. Offers MoE architecture, fast-thinking mode, and quantized/deployment-ready variants for production translation and subtitle tasks.

#multilingual#transformers#huggingface#vllm#llm+3
Hugging Face
AI Audio·2026
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Irodori-TTS-500M-v3

Aratako (Chihiro Arata)

Generates high-quality Japanese speech from text with zero-shot voice cloning and emoji-based style controls; uses a flow-matching diffusion transformer over DACVAE continuous latents, includes a duration predictor and integrated SilentCipher watermarking. Japanese-only.

#speech#voice#audio#transformers#pytorch+1
Hugging Face
AI Model·2026
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Lens: Rethinking Training Efficiency for Foundational Text-to-Image Models

Microsoft

Research-focused text-to-image foundation model that prioritizes training efficiency: a 3.8B-parameter architecture trained on an 800M image-text corpus with mixed-resolution learning, FLUX.2 VAE, RL tuning, and a distilled 4-step Lens-Turbo for fast high-resolution generation.

#microsoft#huggingface#ai-image#image#transformers+3
Hugging Face
AI Model·2026
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Lance: Unified Multimodal Modeling by Multi-Task Synergy

Fengyi Fu, Mengqi Huang +12

Delivers image and video generation, editing, and understanding inside a single 3B-parameter multimodal model trained from scratch with a multi-task recipe. Notable for strong unified benchmarks at 3B scale; inference requires large GPU memory (≈40GB+ VRAM).

#bytedance#multimodal#video#ai-video#ai-image+5
Hugging Face
AI Model·2026
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Lens-Turbo (microsoft/Lens-Turbo)

Microsoft

A 4-step distilled variant of Microsoft's Lens foundational text-to-image model for fast, high-resolution image synthesis. Optimized for mixed-resolution inference up to 1440×1440, GPT-OSS text features and FLUX.2 latents, intended for low-latency prototyping and research under an MIT license.

#microsoft#huggingface#foundation-model#ai-image#image+2
Hugging Face
AI Model·2026
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Nemotron 3.5 ASR

NVIDIA

Multilingual streaming ASR that transcribes 40 language-locales using a cache-aware FastConformer‑RNNT architecture. Supports language-ID prompting (or auto-detect), punctuation/capitalization, and configurable chunk sizes to trade latency vs. accuracy for production transcription and streaming voice agents.

#nvidia#huggingface#ASR#speech#multilingual+3
Hugging Face
AI Video·2026
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SANA-WM (Bidirectional)

Efficient-Large-Model

Generates minute-scale, 720p videos from a single image using a 2.6B image-to-video diffusion transformer with precise 6‑DoF camera control and an optional LTX‑2 refiner; designed for long-context, memory-efficient modeling but requires large refiner checkpoints (~41 GB).

#video#ai-video#ai-image#huggingface#gemma+2
Hugging Face
AI Audio·2026
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MOSS-Transcribe-Diarize

OpenMOSS-Team, MOSI.AI +1

Converts long-form multi-speaker audio/video into a compact, speaker-aware transcript with timestamps and anonymous speaker labels in one pass. Combines ASR and diarization in a single model, supports custom prompts/hotwords, and targets meetings, podcasts, interviews and long recordings.

#ASR#audio#speech#stt#transformers+5
GitHub
AI Train·2026
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Cosmos-Framework

NVIDIA

End-to-end Python framework for training and serving NVIDIA's Cosmos world models (Cosmos3), integrating distributed training (FSDP/TP/CP/PP), DCP/safetensors checkpoints, dataset adapters, multiple inference backends, online serving, and agent skills.

#nvidia#ai-train#ai-serving#pytorch#cuda+8
Hugging Face
AI Dataset·2026
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GGT-100K: Generative Ground Truth for Generalizable Real-World Image Restoration

VCLab-PolyU

Provides 100,000 generated low-quality↔high-quality image pairs created with modern multi-frame/multi-modal models to boost generalization of image restoration methods; includes train/test JSONL lists, baseline training code, and pretrained checkpoints under CC BY‑NC‑ND 4.0.

#vision#image#ai-image#huggingface#paper+3
Hugging Face
AI Model·2026
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Miso TTS 8B

MisoLabs

Generates conversational speech and voice continuation from text and optional audio context, outputting Mimi audio codes. Built on a Sesame-style CSM with an 8B Llama-like backbone plus a smaller autoregressive audio decoder. Suited for local TTS inference and voice-cloning workflows.

#pytorch#audio#voice#speech#huggingface+1
Hugging Face
AI Model·2026
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NVIDIA Cosmos3-Super-Image2Video

NVIDIA

Generates temporally coherent MP4 videos from a single input image plus text instructions, with configurable resolution, frame count, and optional AAC audio. Optimized for NVIDIA GPU stacks and integrates with vLLM‑Omni and Hugging Face Diffusers for production inference and research workflows.

#nvidia#huggingface#diffusers#ai-video#video+5
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