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mitkox 
posted an update 2 days ago
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2346
Say hello to my little friends! I just unboxed this trio of HP Z2 G1a!

Three is always better than one!
3x AMD Ryzen AI Max+ Pro 395
384GB RAM
24TB of RAID storage
Ubuntu 24.04
ROCm 7.0.2
llama cpp, vLLM and Aibrix

Small, cheap GPUs are about to become the Raspberry Pi of edge AI inference. Sprinkle some kubectl fairy dust on top, and suddenly it's a high-availability, self-healing, cloud-native, enterprise-grade AI cluster camping in a closet.

Make sure you own your AI. AI in the cloud is not aligned with you; it’s aligned with the company that owns it.
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tomaarsen 
posted an update 3 days ago
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2882
🤗 Sentence Transformers is joining Hugging Face! 🤗 This formalizes the existing maintenance structure, as I've personally led the project for the past two years on behalf of Hugging Face! Details:

Today, the Ubiquitous Knowledge Processing (UKP) Lab is transferring the project to Hugging Face. Sentence Transformers will remain a community-driven, open-source project, with the same open-source license (Apache 2.0) as before. Contributions from researchers, developers, and enthusiasts are welcome and encouraged. The project will continue to prioritize transparency, collaboration, and broad accessibility.

Read our full announcement for more details and quotes from UKP and Hugging Face leadership: https://huggingface.co/blog/sentence-transformers-joins-hf

We see an increasing wish from companies to move from large LLM APIs to local models for better control and privacy, reflected in the library's growth: in just the last 30 days, Sentence Transformer models have been downloaded >270 million times, second only to transformers.

I would like to thank the UKP Lab, and especially Nils Reimers and Iryna Gurevych, both for their dedication to the project and for their trust in myself, both now and two years ago. Back then, neither of you knew me well, yet you trusted me to take the project to new heights. That choice ended up being very valuable for the embedding & Information Retrieval community, and I think this choice of granting Hugging Face stewardship will be similarly successful.

I'm very excited about the future of the project, and for the world of embeddings and retrieval at large!
salma-remyx 
posted an update 1 day ago
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2434
We've built over 10K containerized reproductions of papers from arXiv!

Instead of spending all day trying to build an environment to test that new idea, just pull the Docker container from the Remyx registry.

And with Remyx, you can start experimenting faster by generating a test PR in your codebase based on the ideas found in your paper of choice.

Hub: https://hub.docker.com/u/remyxai
Remyx docs: https://docs.remyx.ai/resources/ideate
Coming soon, explore reproduced papers with AG2 + Remyx: https://github.com/ag2ai/ag2/pull/2141
SelmaNajih001 
posted an update 1 day ago
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2303
Which is the best model to use as a signal for investment?
Here who is gaining the most:
SelmaNajih001/InvestmentStrategyBasedOnSentiment

The Space uses titles from this dataset:
📊 SelmaNajih001/Cnbc_MultiCompany

Given a news title, it calculates a sentiment score : if the score crosses a certain threshold, the strategy decides to buy or sell.
Each trade lasts one day, and the strategy then computes the daily return.
For Tesla the best model seems to be the regression 👀
Just a quick note: the model uses the closing price as the buy price, meaning it already reflects the impact of the news.
sergiopaniego 
posted an update 1 day ago
sondhiArm 
posted an update 2 days ago
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2066
Hello from PyTorch Conference 2025! 👋

The energy is high, and we’re excited to connect with the community to showcase how developers can build high-performance GenAI applications across cloud, mobile, and edge using PyTorch and ExecuTorch.

Visit us at Booth #P1 to explore hands-on demos, join a one-on-one workshop, or catch one of our insightful sessions throughout the day.

https://developer.arm.com/developer-partners/pytorch
  • 1 reply
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branikita 
posted an update about 13 hours ago
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492
We’re preparing an in-depth review of the Feetech STS-3250 servo motor — exploring its performance, features. One of the top serial bus servo for hobby robotics compatible with SO-ARM 100 manipulator.
  • 1 reply
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piercus 
posted an update 2 days ago
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467
🚧 Reproducing LBM-Eraser… in the open [1] !

Today we have trained a LBM [2] promptless inpainter using Re-LAION-Caption19M[3].

We use a subset of 1.25M images with aesthetic_score > 5.6 and pwatermark < 0.2 and LaMa [2] mask generation.

2 takeaways :
🖼 Inpainting is better compared to our RORD experiments [5]
🦶 "4 steps" outperforms single-step

[1] Finegrain LBM Fork : https://github.com/finegrain-ai/LBM
[2] LBM: Latent Bridge Matching for Fast Image-to-Image Translation (2503.07535)
[3] supermodelresearch/Re-LAION-Caption19M
[4] Resolution-robust Large Mask Inpainting with Fourier Convolutions (2109.07161)
[5] https://huggingface.co/posts/piercus/778833977889788

cc @supermodelresearch @presencesw
SelmaNajih001 
posted an update about 8 hours ago
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How Financial News Can Be Used to Train Good Financial Models 📰
Numbers tell you what happened, but news tells you why.
I’ve written an article explaining how news can be used to train AI models for sentiment analysis and better forecasting. Hope you find it interesting!

Read it here: https://huggingface.co/blog/SelmaNajih001/llms-applied-to-finance

I would love to read your opinions! I’m open to suggestions on how to improve the methodology and the training
AdinaY 
posted an update 3 days ago
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2368
HunyuanWorld Mirror🔥a versatile feed forward model for universal 3D world reconstruction by Tencent

tencent/HunyuanWorld-Mirror

✨ Any prior in → 3D world out
✨ Mix camera, intrinsics, depth as priors
✨ Predict point clouds, normals, Gaussians & more in one pass
✨ Unified architecture for all 3D task
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