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reacted to karolklp's post with ❤️ 4 days ago
Hey HuggingFacers. Happy New Year! I'm Karol, CTO with strong business acumen. It's a bit too much on a "culture" side, to be core here, but I wrote an article that highlights rather overlooked societal risks of "AI Agents Reverse Alignment". Happy to hear your thoughts! Also: I'm looking for a mentor / reviewer regarding research paper around AI Agents Topology - [email protected] https://karolklepacki.substack.com/p/heralds-of-reverse-ai-alignment
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SmolTuners/README:Gh organization
reacted to s3nh's post with ❤️ 6 days ago
GPU Poor POV: Burnout Sometimes we do not have an energy to post about AI and new methods. And thats totally ok, I guess. Remember to sleep well and drink a lot of water. Have a great day :D <3
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reacted to karolklp's post with ❤️ 4 days ago
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Hey HuggingFacers. Happy New Year!

I'm Karol, CTO with strong business acumen. It's a bit too much on a "culture" side, to be core here, but I wrote an article that highlights rather overlooked societal risks of "AI Agents Reverse Alignment". Happy to hear your thoughts!
Also: I'm looking for a mentor / reviewer regarding research paper around AI Agents Topology - [email protected]

https://karolklepacki.substack.com/p/heralds-of-reverse-ai-alignment
  • 2 replies
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New activity in SmolTuners/README 4 days ago

Gh organization

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#3 opened 15 days ago by
s3nh
reacted to s3nh's post with ❤️ 6 days ago
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GPU Poor POV: Burnout

Sometimes we do not have an energy to post about AI and new methods.
And thats totally ok, I guess.
Remember to sleep well and drink a lot of water. Have a great day :D <3
  • 2 replies
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updated a model 6 days ago
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reacted to s3nh's post with ❤️ 19 days ago
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Welcome back,

Small Language Models Enthusiasts and GPU Poor oss enjoyers lets connect.
Just created an organization which main target is to have fun with smaller models tuneable on consumer range GPUs, feel free to join and lets have some fun, much love ;3

https://huggingface.co/SmolTuners
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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!
xet-team/cas-analysis

We’d love to hear your feedback - let us know if you have questions or want to see more.
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upvoted a collection about 1 month ago
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