What Matters for Diffusion-Friendly Latent Manifold? Prior-Aligned Autoencoders for Latent Diffusion
Paper โข 2605.07915 โข Published โข 8
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Computer Vision
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RIVER: A Real-Time Interaction Benchmark for Video LLMs
InternVideo-Next: Towards General Video Foundation Models without Video-Text Supervision
yuezhengrongย
authored a
paper 5 days ago
yuezhengrongย
submitted a
paper to Daily Papers 7 days ago
yuezhengrongย
authored 9
papers 8 days ago
MUSES: 3D-Controllable Image Generation via Multi-Modal Agent Collaboration
Paper โข 2408.10605 โข Published โข 2
TimeSuite: Improving MLLMs for Long Video Understanding via Grounded Tuning
Paper โข 2410.19702 โข Published โข 1
VideoChat-A1: Thinking with Long Videos by Chain-of-Shot Reasoning
Paper โข 2506.06097 โข Published โข 1
LVAgent: Long Video Understanding by Multi-Round Dynamical Collaboration of MLLM Agents
Paper โข 2503.10200 โข Published
VideoChat-R1.5: Visual Test-Time Scaling to Reinforce Multimodal Reasoning by Iterative Perception
Paper โข 2509.21100 โข Published โข 1
UniFlow: A Unified Pixel Flow Tokenizer for Visual Understanding and Generation
Paper โข 2510.10575 โข Published โข 2
Beyond Textual CoT: Interleaved Text-Image Chains with Deep Confidence Reasoning for Image Editing
Paper โข 2510.08157 โข Published
VideoChat-M1: Collaborative Policy Planning for Video Understanding via Multi-Agent Reinforcement Learning
Paper โข 2511.19524 โข Published
Continuous-Time Distribution Matching for Few-Step Diffusion Distillation
Paper โข 2605.06376 โข Published โข 25
prithivMLmodsย
posted an update 17 days ago
Post
5306
Multimodal-Edge Demo, a node-based inference canvas demo, is now live on Spaces. It features node-based Transformers for fast inference across 10+ edge-device multimodal models on the Hub, all within a single space. The series includes models from Qwen3.5, Qwen3-VL, Gemma 4, and the LFM 2.5 VL model series, with support for reasoning and grounding tasks.
๐ค Demo: prithivMLmods/Multimodal-Edge-Node
๐ GitHub: https://github.com/PRITHIVSAKTHIUR/Multimodal-Edge-Node
โ Multimodal Apps Collections: https://huggingface.co/collections/prithivMLmods/hall-of-multimodal-apps
๐ค > To learn more, visit the app page or the respective model pages.
๐ค Demo: prithivMLmods/Multimodal-Edge-Node
๐ GitHub: https://github.com/PRITHIVSAKTHIUR/Multimodal-Edge-Node
โ Multimodal Apps Collections: https://huggingface.co/collections/prithivMLmods/hall-of-multimodal-apps
๐ค > To learn more, visit the app page or the respective model pages.
heroding77ย
authored 2
papers 21 days ago
prithivMLmodsย
posted an update 25 days ago
Post
1884
Now, a collection of various compression schemes for Qwen3.6 and the abliterated version 1 of dense models is available on the Hub. Check it out via the links below. ๐
๐ Qwen3.6-MoE: https://huggingface.co/collections/prithivMLmods/qwen36-35b-a3b-compressions
๐ Qwen3.6-27B Compressions: https://huggingface.co/collections/prithivMLmods/qwen36-27b-compressions
๐ค > To learn more, visit the app page or the respective model pages.
๐ Qwen3.6-MoE: https://huggingface.co/collections/prithivMLmods/qwen36-35b-a3b-compressions
๐ Qwen3.6-27B Compressions: https://huggingface.co/collections/prithivMLmods/qwen36-27b-compressions
๐ค > To learn more, visit the app page or the respective model pages.
prithivMLmodsย
posted an update 30 days ago
Post
4190
HY-World-2.0 โ A Multi-Modal World Model for Reconstructing, Generating, and Simulating 3D Worlds is now available on Spaces, and it works both as native Gradio components and in Gradio server mode.
> HY-World-2.0-Demo: prithivMLmods/HY-World-2.0-Demo
> HY-World-2.0 [Server Mode]: prithivMLmods/HY-World-2.0-Demo
> Featuring 3D reconstruction and Gaussian splats with the Rerun viewer, along with camera poses, depth maps, and surface normals.
> In Server Mode, Gradio is served via FastAPI, with FastAPI remaining the top-level server.
> Model: tencent/HY-World-2.0
> GitHub: https://github.com/PRITHIVSAKTHIUR/HY-World-2.0-Demo
๐คTo learn more, visit the app page or the respective model pages.
> HY-World-2.0-Demo: prithivMLmods/HY-World-2.0-Demo
> HY-World-2.0 [Server Mode]: prithivMLmods/HY-World-2.0-Demo
> Featuring 3D reconstruction and Gaussian splats with the Rerun viewer, along with camera poses, depth maps, and surface normals.
> In Server Mode, Gradio is served via FastAPI, with FastAPI remaining the top-level server.
> Model: tencent/HY-World-2.0
> GitHub: https://github.com/PRITHIVSAKTHIUR/HY-World-2.0-Demo
๐คTo learn more, visit the app page or the respective model pages.
prithivMLmodsย
posted an update about 1 month ago
Post
6215
A new comparator on Spaces showcases Standard FLUX.2 Decoder vs. FLUX.2 Small Decoder. The Small Decoder is ~1.4ร faster, uses ~1.4ร less VRAM, and maintains near-identical image quality. It has ~28M parameters with narrower channels [96, 192, 384, 384] vs. [128, 256, 512, 512], and the demo supports sequence generation by running both decoders simultaneously and comparing the results side by side.
๐ค Comparator: https://huggingface.co/spaces/prithivMLmods/Flux.2-4B-Decoder-Comparator
๐ FLUX.2-small-decoder: black-forest-labs/FLUX.2-small-decoder
๐ GitHub: https://github.com/PRITHIVSAKTHIUR/Flux.2-4B-Encoder-Comparator
๐ Collection: https://huggingface.co/collections/prithivMLmods/image-generation-apps-collection
๐ค > App built on the Gradio SDK. To learn more, visit the app page or the respective model pages.
๐ค Comparator: https://huggingface.co/spaces/prithivMLmods/Flux.2-4B-Decoder-Comparator
๐ FLUX.2-small-decoder: black-forest-labs/FLUX.2-small-decoder
๐ GitHub: https://github.com/PRITHIVSAKTHIUR/Flux.2-4B-Encoder-Comparator
๐ Collection: https://huggingface.co/collections/prithivMLmods/image-generation-apps-collection
๐ค > App built on the Gradio SDK. To learn more, visit the app page or the respective model pages.
prithivMLmodsย
posted an update about 1 month ago
Post
4239
Now, a collection of various compression schemes for Gemma 4 and the abliterated version 1 of dense models is available on the Hub. Check it out via the links below. ๐
๐Gemma 4 Compression(s)- https://huggingface.co/collections/prithivMLmods/gemma-4-compressions
๐Gemma 4 Uncensored [MAX] + Compression(s) - [`ฮฒ ]- https://huggingface.co/collections/prithivMLmods/gemma-4-uncensored-max-compressions
๐Gemma 4 Compression(s) - MoE- https://huggingface.co/collections/prithivMLmods/gemma-4-compressions-moe
๐Gemma-4 F32 GGUF- https://huggingface.co/collections/prithivMLmods/gemma-4-f32-gguf
๐ค > To learn more, visit the app page or the respective model pages.
๐Gemma 4 Compression(s)- https://huggingface.co/collections/prithivMLmods/gemma-4-compressions
๐Gemma 4 Uncensored [MAX] + Compression(s) - [`ฮฒ ]- https://huggingface.co/collections/prithivMLmods/gemma-4-uncensored-max-compressions
๐Gemma 4 Compression(s) - MoE- https://huggingface.co/collections/prithivMLmods/gemma-4-compressions-moe
๐Gemma-4 F32 GGUF- https://huggingface.co/collections/prithivMLmods/gemma-4-f32-gguf
๐ค > To learn more, visit the app page or the respective model pages.
prithivMLmodsย
posted an update about 1 month ago
Post
2333
Now the demo for image detection based on SAM3 and Gemma-4 (*Filter) is available on Spaces, using full-fledged Transformers inference with multimodal reasoning for processed images. It also supports video segmentation (mask), video segmentation (annotation), and image click segmentation.
๐ค Demo Space: prithivMLmods/SAM3-Gemma4-CUDA
๐ฅฝ SAM3: facebook/sam3
๐ gemma-4-E2B-it: google/gemma-4-E2B-it
To learn more, visit the app page or the respective model pages.
๐ค Demo Space: prithivMLmods/SAM3-Gemma4-CUDA
๐ฅฝ SAM3: facebook/sam3
๐ gemma-4-E2B-it: google/gemma-4-E2B-it
To learn more, visit the app page or the respective model pages.
- 1 reply
prithivMLmodsย
posted an update about 1 month ago
Post
4770
The demo for Image Detection (*Filter) based on SAM3 and Qwen-3.5 is now available on Hugging Face Spaces using Transformers inference, with multimodal reasoning for processed images, and it also supports video segmentation (mask), video segmentation (annotation), and image click segmentation.
๐ค Demo Space: prithivMLmods/SAM3-Plus-Qwen3.5
๐ฅฝ SAM3: facebook/sam3
๐ Qwen-3.5: Qwen/Qwen3.5-2B
To learn more, visit the app page or the respective model pages.
๐ค Demo Space: prithivMLmods/SAM3-Plus-Qwen3.5
๐ฅฝ SAM3: facebook/sam3
๐ Qwen-3.5: Qwen/Qwen3.5-2B
To learn more, visit the app page or the respective model pages.
- 5 replies