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Norod78

AI & ML interests

Fooling around with Generative machine learning models.

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liked a model about 9 hours ago
jdh-algo/JoyVASA
liked a model 1 day ago
Lightricks/LTX-Video
liked a Space 2 days ago
Dref360/vit_pose_playground
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Norod78's activity

Reacted to merve's post with πŸš€ 2 days ago
Reacted to jsulz's post with πŸ”₯ 3 days ago
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2782
When the XetHub crew joined Hugging Face this fall, @erinys and I started brainstorming how to share our work to replace Git LFS on the Hub. Uploading and downloading large models and datasets takes precious time. That’s where our chunk-based approach comes in.

Instead of versioning files (like Git and Git LFS), we version variable-sized chunks of data. For the Hugging Face community, this means:

⏩ Only upload the chunks that changed.
πŸš€ Download just the updates, not the whole file.
🧠 We store your file as deduplicated chunks

In our benchmarks, we found that using CDC to store iterative model and dataset version led to transfer speedups of ~2x, but this isn’t just a performance boost. It’s a rethinking of how we manage models and datasets on the Hub.

We're planning on our new storage backend to the Hub in early 2025 - check out our blog to dive deeper, and let us know: how could this improve your workflows?

https://huggingface.co/blog/from-files-to-chunks
liked a Space 5 days ago
Reacted to merve's post with πŸ”₯ 7 days ago
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4719
OmniVision-968M: a new local VLM for edge devices, fast & small but performant
πŸ’¨ a new vision language model with 9x less image tokens, super efficient
πŸ“– aligned with DPO for reducing hallucinations
⚑️ Apache 2.0 license πŸ”₯

Demo hf.co/spaces/NexaAIDev/omnivlm-dpo-demo
Model NexaAIDev/omnivision-968M
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