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etemiz

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replied to jsulz's post about 1 hour ago

Something I love about working at Hugging Face is the opportunity to design and work in public. Right now, we’re redesigning the architecture that supports uploads and downloads on the Hub. Datasets and models are growing fast, and so are the challenges of storing and transferring them efficiently. To keep up, we're introducing a new protocol for uploads and downloads, supported by a content-addressed store (CAS). Here’s what’s coming: 📦 Smarter uploads: Chunk-level management enables advanced deduplication, compression, and reduces redundant transfers, speeding up uploads. ⚡ Efficient downloads: High throughput and low latency ensure fast access, even during high-demand model releases. 🔒 Enhanced security: Validate uploads before storage to block malicious or invalid data. We analyzed 24 hours of global upload activity in October (88 countries, 130TB of data!) to design a system that scales with your needs. The result? A proposed infrastructure with CAS nodes in us-east-1, eu-west-3, and ap-southeast-1. 🔗 Read the blog post for the full details: https://huggingface.co/blog/rearchitecting-uploads-and-downloads 🌟 Check out our interactive demo to explore the data yourself! https://huggingface.co/spaces/xet-team/cas-analysis We’d love to hear your feedback - let us know if you have questions or want to see more.

replied to jsulz's post 1 day ago

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Symbiotic Intelligence

8 days ago

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etemiz's activity

replied to jsulz's post about 1 hour ago

Trying to download QwQ 32B GGUF. It disconnected like 30 times..

replied to jsulz's post 1 day ago

It may increase efficiency of HF by offloading traffic to users instead of you serving all the files.

replied to jsulz's post 1 day ago

Maybe you can also create torrents for popular files?

updated a model 1 day ago

etemiz/Hoopoe-8B-Llama-3.1

Updated 1 day ago

Reacted to their post with ❤️ 3 days ago

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1345

more people working on the AI alignment problems:
https://etemiz.substack.com/p/how-we-curate-and-how-it-aligns-ai

by more people i mean me :)

Reacted to victor's post with 🔥 3 days ago

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1832

Perfect example of why Qwen/Qwen2.5-Coder-32B-Instruct is insane?

Introducing: AI Video Composer 🔥
huggingface-projects/ai-video-composer

Drag and drop your assets (images/videos/audios) to create any video you want using natural language!

It works by asking the model to output a valid FFMPEG and this can be quite complex but most of the time Qwen2.5-Coder-32B gets it right (that thing is a beast). It's an update of an old project made with GPT4 and it was almost impossible to make it work with open models back then (~1.5 years ago), but not anymore, let's go open weights 🚀.