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A Family of Dynamic UltraFast Small Language Models Ready for Embodied Artificial General Intelligence!

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JingzeShiΒ  updated a dataset 15 days ago
SmallDoge/niah
JingzeShiΒ  published a dataset 15 days ago
SmallDoge/niah
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prithivMLmodsΒ 
posted an update about 7 hours ago
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Flux-Klein-KV-Edit-Consistency demo is now available on Spaces. It preserves character identity and delivers high-quality, realistic results after edits. No need for any special prompts, just upload the image, type your prompt, and get the resulting image blazing fast.

πŸ”₯ Demo Space: prithivMLmods/flux-klein-kv-edit-consistency
πŸ€— Model: black-forest-labs/FLUX.2-klein-9b-kv
πŸ€— Collection: https://huggingface.co/collections/prithivMLmods/image-generation-apps-collection
πŸ”— Gradio Server Mode: https://www.gradio.app/main/guides/server-mode

βž” Built with Headless Gradio, an alternative to using gr.Blocks for creating the frontend and triggering events, powered by FastAPI + Gradio. You can now design the frontend however you want, with continued support for APIs, MCP, and ZeroGPU.

βž” Gradio Server Mode is now available from gradio@v6.10.0.

To learn more, visit the app page or the respective model pages.
prithivMLmodsΒ 
posted an update 7 days ago
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4366
Map-Anything v1 (Universal Feed-Forward Metric 3D Reconstruction) demo is now available on Hugging Face Spaces. Built with Gradio and integrated with Rerun, it performs multi-image and video-based 3D reconstruction, depth, normal map, and interactive measurements.

πŸ€— Demo: prithivMLmods/Map-Anything-v1
πŸ€— Model: facebook/map-anything-v1
πŸ€— Hf-Papers: MapAnything: Universal Feed-Forward Metric 3D Reconstruction (2509.13414)
prithivMLmodsΒ 
posted an update 10 days ago
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Introducing QIE-Bbox-Studio! πŸ”₯πŸ€—

The QIE-Bbox-Studio demo is now live β€” more precise and packed with more options. Users can manipulate images with object removal, design addition, and even move objects from one place to another, all in just 4-step fast inference.

πŸ€— Demo: prithivMLmods/QIE-Bbox-Studio
πŸ”— GitHub: https://github.com/PRITHIVSAKTHIUR/QIE-Bbox-Studio

πŸš€ Models [LoRA] :

● QIE-2511-Object-Mover-Bbox: prithivMLmods/QIE-2511-Object-Mover-Bbox
● QIE-2511-Object-Remover-Bbox-v3: prithivMLmods/QIE-2511-Object-Remover-Bbox-v3
● QIE-2511-Outfit-Design-Layout: prithivMLmods/QIE-2511-Outfit-Design-Layout
● QIE-2509-Object-Remover-Bbox-v3: prithivMLmods/QIE-2509-Object-Remover-Bbox-v3
● QIE-2509-Object-Mover-Bbox: prithivMLmods/QIE-2509-Object-Mover-Bbox

πŸš€ Collection:

● Qwen Image Edit [Layout Bbox]: https://huggingface.co/collections/prithivMLmods/qwen-image-edit-layout-bbox

To learn more, visit the app page or the respective model pages.
prithivMLmodsΒ 
posted an update 13 days ago
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QIE-2509-Object-Remover-Bbox-v3 is a more stable version of the Qwen Image Edit visual grounding–based object removal model. The app was previously featured in HF Spaces of the Week and is now updated with the latest Bbox-v3 LoRA adapter.

πŸ€— Demo: prithivMLmods/QIE-Object-Remover-Bbox
πŸ€— LoRA: prithivMLmods/QIE-2509-Object-Remover-Bbox-v3
πŸ€— Collection: https://huggingface.co/collections/prithivMLmods/qwen-image-edit-layout-bbox

To learn more, visit the app page or the respective model pages.
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prithivMLmodsΒ 
posted an update 21 days ago
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The Qwen3.5 Multimodal Understanding Demo, powered by Qwen3.5-2B, is now available on HF Spaces! It is a lightweight model designed for fast image and video reasoning. Built with Gradio, the demo showcases Image QA, Video QA, object detection, and 2D point tracking, along with real-time token streaming.

πŸ€— Demo: prithivMLmods/Qwen-3.5-HF-Demo
βœ… Collection: https://huggingface.co/collections/prithivMLmods/multimodal-implementations
πŸ”— Qwen3.5-2B: Qwen/Qwen3.5-2B

To learn more, visit the app page or the respective model pages.
prithivMLmodsΒ 
posted an update 25 days ago
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QIE-Object-Remover-Bbox Demo removes objects and artifacts from selected regions using bounding box grounding. Built on Qwen-Image-Edit-2509 with Rapid Diffusers acceleration, it delivers fast 4-step inference via the QIE-2509 adapter. πŸ€—πŸ”₯

πŸ”—Demo Space: prithivMLmods/QIE-Object-Remover-Bbox
πŸ”—Qwen-Image-Edit-Rapid-AIO: prithivMLmods/Qwen-Image-Edit-Rapid-AIO-V4
πŸ”—Adapter-(LoRA): prithivMLmods/QIE-2509-Object-Remover-Bbox

πŸ”—Collection: https://huggingface.co/collections/prithivMLmods/qwen-image-edit-layout-bbox

To learn more, visit the app page or the respective model pages.
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prithivMLmodsΒ 
posted an update about 1 month ago
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FireRed-Image-Edit-1.0 (Rapid) Fast Experimental Demo is Out! πŸš€πŸ€—

Demo: prithivMLmods/FireRed-Image-Edit-1.0-Fast

-> Paired the EditPlusPipeline with the Diffusers-compatible transformer weights of Rapid AIO from Qwen-Image-Edit. (experimental)
-> This fusion delivers more accurate instruction following, higher image quality, and consistent visual coherence @ 4-step fast inference.
-> Better maintains text styles with high fidelity, along with high-quality old photo restoration, enhancement, and best-in-class virtual try-on.

prithivMLmodsΒ 
posted an update about 1 month ago
prithivMLmodsΒ 
posted an update about 1 month ago
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prithivMLmodsΒ 
posted an update about 2 months ago
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Introducing FLUX.2-Klein-LoRA-Studio, a demo for image editing using specialized LoRA adapters built for the FLUX.2-Klein-Distilled model. It features an edit-style gallery for multi-style image editing, including de-light, face swap, mannequin, and more. Try the demo below.

πŸ€—Demo: prithivMLmods/FLUX.2-Klein-LoRA-Studio
πŸ€—Collection: https://huggingface.co/collections/prithivMLmods/image-generation-apps-collection
πŸ€—GitHub: https://github.com/PRITHIVSAKTHIUR/FLUX.2-Klein-LoRA-Studio

To learn more, visit the app page or the respective model pages.
prithivMLmodsΒ 
posted an update about 2 months ago
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GLM OCR, a multimodal OCR model for complex document understanding, built on the GLM-V encoder–decoder architecture. It delivers high accuracy and strong generalization with a blazing-fast inference pipeline. The demo is live . Try it now. πŸ€—πŸš€

✨ Demo: prithivMLmods/GLM-OCR-Demo
✨ Multimodal Implementations: https://huggingface.co/collections/prithivMLmods/multimodal-implementations
✨ GitHub: https://github.com/PRITHIVSAKTHIUR/GLM-OCR-Demo
prithivMLmodsΒ 
posted an update about 2 months ago
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Introducing the Qwen-Image-Edit-3D-Lighting-Control app, featuring 8Γ— horizontal and 3Γ— elevational lighting positions for precise 3D lighting control. It enables studio-level lighting using fast Qwen Image Edit fast inference, paired with Multi-Angle-Lighting adapters. πŸ”¦

πŸ”₯ Space: prithivMLmods/Qwen-Image-Edit-3D-Lighting-Control
βœ… Collection: https://huggingface.co/collections/prithivMLmods/image-generation-apps-collection
πŸ“‚ GitHub: https://github.com/PRITHIVSAKTHIUR/Qwen-Image-Edit-3D-Lighting-Control
prithivMLmodsΒ 
posted an update about 2 months ago
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Daggr UI version of the Qwen3-TTS demo.πŸ”₯
(custom voice, voice design, qwen3-asr and voice cloning) nodes.
No remote spaces used for API inference; all functions run in-app fn.
Powered by t4-m and built with daggr@0.5.2 and gradio@6.

πŸ‘‰Demo: prithivMLmods/Qwen3-TTS-Daggr-UI
⭐Github: https://github.com/PRITHIVSAKTHIUR/Qwen3-TTS-Daggr-UI
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