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Sk md saad amin

Reality123b

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reacted to branikita's post with 🔥 about 5 hours ago

Robonine (Educational Robotics) completed a structural optimization of our 6-DOF robotic manipulator after a structural optimization study. By increasing structural rigidity through topology optimization and design refinement, we reduced end-effector deflection by over 60% (from ~1.05 mm to ~0.41 mm) and improved motion stability. The final configuration delivers higher precision and reliability for industrial applications. Article: https://robonine.com/increasing-the-structural-rigidity-of-the-manipulator/

published a Space about 7 hours ago

lap-quantum/README

posted an update about 7 hours ago

Today, is a good day for me. I have completed development of my QPU-1, the most powerful Quantum Processing Unit you can access through MCP (as far as I know and have tried). Try it out for yourself using my mcp enabled space: https://huggingface.co/spaces/lap-quantum/QPU-1-MCP (And PS. This is my first MCP server, so give me suggestions if you want :D)

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reacted to branikita's post with 🔥 about 5 hours ago

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1744

Robonine (Educational Robotics) completed a structural optimization of our 6-DOF robotic manipulator after a structural optimization study. By increasing structural rigidity through topology optimization and design refinement, we reduced end-effector deflection by over 60% (from ~1.05 mm to ~0.41 mm) and improved motion stability. The final configuration delivers higher precision and reliability for industrial applications.

Article: https://robonine.com/increasing-the-structural-rigidity-of-the-manipulator/

5 replies

posted an update about 7 hours ago

Post

Today, is a good day for me.
I have completed development of my QPU-1, the most powerful Quantum Processing Unit you can access through MCP (as far as I know and have tried).
Try it out for yourself using my mcp enabled space: lap-quantum/QPU-1-MCP

(And PS. This is my first MCP server, so give me suggestions if you want :D)

1 reply

replied to codelion's post 1 day ago

really? didn't know it was a 500M$ mystery.

replied to TravisMuhlestein's post 11 days ago

and it fails mostly at instruction following

replied to Ujjwal-Tyagi's post 16 days ago

Yes, the guardrails in OpenAI’s models are complete [bad] it literally doesn't respond to a harmless programming query and says that Clifford+T gate is "not universal quantum computing", yes it happened to me once and I was so annoyed.

reacted to Ujjwal-Tyagi's post with 👍 16 days ago

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2681

For more better details and analysis, you can read the article here: https://huggingface.co/blog/Ujjwal-Tyagi/steering-not-censoring, We are sleepwalking into a crisis. I am deeply concerned about AI model safety right now because, as the community rushes to roll out increasingly powerful open-source models, we are completely neglecting the most critical aspect: safety. It seems that nobody is seriously thinking about the potential consequences of unregulated model outputs or the necessity of robust guardrails. We are essentially planting the seeds for our own destruction if we prioritize raw performance over security.

This negligence is terrifyingly evident when you look at the current landscape. Take Qwen Image 2512, for example; while it delivers undeniably strong performance, it has incredibly weak guardrails that make it dangerous to deploy. In stark contrast, Z Image might not get as much hype for its power, but it has much better safety guardrails than Qwen Image 2512.

It is imperative that the open-source community and developers recognize that capability without responsibility is a liability. We must actively work on protecting these models from bad actors who seek to exploit them for malicious purposes, such as generating disinformation, creating non-consensual imagery, or automating cyberattacks. It is no longer enough to simply release a powerful model; we must build layers of defense that make it resistant to jailbreaking and adversarial attacks. Developers need to prioritize alignment and robust filtering techniques just as much as they prioritize benchmark scores. We cannot hand such potent tools to the world without ensuring they have the safety mechanisms to prevent them from being turned against us.

17 replies

reacted to nroggendorff's post with 😔 16 days ago

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I am now being charged for paused and unstarted spaces out of the blue.
I think this is it, folks. o7

The unstarted spaces I can get behind. I would've appreciated a warning email first, but whatever. However, every time I restart the active usage goes up, despite all of my spaces being moved to CPU (free), and being paused.

13 replies

posted an update 16 days ago

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1090

We (DataMuncher-Labs) just made a new dataset for inducing mathematical and analytical reasoning in LLMs.

DataMuncher-Labs/UltraMath-Reasoning-Small

1 reply

reacted to JLouisBiz's post with 👍 17 days ago

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1876

I’ve built two Firefox extensions for my personal workflow:

1. **Quick Edit in Emacs**
I manage over 3,500 web pages locally. With this extension, I can now click anywhere on a webpage and instantly jump into Emacs to edit the exact page (or annotate any other page I'm working on).

2. **Describe Images (and soon Videos) on the Web**
Using the right-click menu, I can generate descriptions for images I come across online. These descriptions are stored and reused for my own image collections or web pages. I’m planning to add the same functionality for videos soon.

What makes this possible is running LLMs locally on my own machine — I’ve been experimenting with models like **Mistral Vibe** and others. This lets me automate description generation and text processing entirely offline, keeping everything fast, private, and fully under my control.

reacted to AdinaY's post with 👍 17 days ago

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1522

Wechat AI is shipping!

WeDLM 🔥 A new language model that generates tokens in parallel, making it faster than standard LLMs , with the same Transformer setup!
https://huggingface.co/collections/tencent/wedlm

✨ 7B/8B - Base & Instruct
✨ Apache 2.0

4 replies

reacted to unmodeled-tyler's post with 🚀 17 days ago

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1405

Atom-80B is out!: vanta-research/atom-80b

I'm excited to share the new Atom-80B from VANTA Research! A few days ago we released the largest model-to-date from our portfolio, which was Atom-27B.

We've quickly scaled up to the new Qwen3 Next 80B architecture, bringing our friendly, curious, and collaborative Atom persona to cutting edge lightweight, high parameter inference.

Atom is designed to work and think alongside you through curious exploration. Using Atom collaboratively in your work can help spark your own creativity or curiosity. Give it a try!

1 reply

replied to their post 17 days ago

Wait... 128 GIGABYTES OR RAM IN THE RAMPOCALYPSE?!!

reacted to MaziyarPanahi's post with 🚀❤️ 18 days ago

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3152

🎉 OpenMed 2025 Year in Review: 6 Months of Open Medical AI

I'm thrilled to share what the OpenMed community has accomplished since our July 2025 launch!

📊 The Numbers

29,700,000 downloads Thank you! 🙏

- 481 total models (475 medical NER models + 6 fine-tuned LLMs)
- 475 medical NER models in [OpenMed](

OpenMed ) organization
- 6 fine-tuned LLMs in [openmed-community](

openmed-community )
- 551,800 PyPI downloads of the [openmed package](https://pypi.org/project/openmed/)
- 707 followers on HuggingFace (you!)
- 97 GitHub stars on the [toolkit repo](https://github.com/maziyarpanahi/openmed)

🏆 Top Models by Downloads

1. [OpenMed-NER-PharmaDetect-SuperClinical-434M]( OpenMed/OpenMed-NER-PharmaDetect-SuperClinical-434M) — 147,305 downloads
2. [OpenMed-NER-ChemicalDetect-ElectraMed-33M]( OpenMed/OpenMed-NER-ChemicalDetect-ElectraMed-33M) — 126,785 downloads
3. [OpenMed-NER-BloodCancerDetect-TinyMed-65M]( OpenMed/OpenMed-NER-BloodCancerDetect-TinyMed-65M) — 126,465 downloads

🔬 Model Categories

Our 481 models cover comprehensive medical domains:

- Disease Detection (~50 variants)
- Pharmaceutical Detection (~50 variants)
- Oncology Detection (~50 variants)
- Genomics/DNA Detection (~80 variants)
- Chemical Detection (~50 variants)
- Species/Organism Detection (~60 variants)
- Protein Detection (~50 variants)
- Pathology Detection (~50 variants)
- Blood Cancer Detection (~30 variants)
- Anatomy Detection (~40 variants)
- Zero-Shot NER (GLiNER-based)

OpenMed
OpenMed NER: Open-Source, Domain-Adapted State-of-the-Art Transformers for Biomedical NER Across 12 Public Datasets (2508.01630)
https://huggingface.co/collections/OpenMed/medical-and-clinical-ner
https://huggingface.co/collections/OpenMed/zeroshot-medical-and-clinical-ner
OpenMed/Medical-Reasoning-SFT-GPT-OSS-120B

1 reply

posted an update 19 days ago

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2091

Happy birthday to me!!!

2 replies

posted an update 26 days ago

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161

Thread to talk about the RAM shortage.

Guys I have RAM.

Please don't ban be for this, I know this is not directly related to AI

reacted to nroggendorff's post with 🔥 3 months ago

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3717

Is it hot in here, or is it just me?

5 replies

posted an update 3 months ago

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made a new blog about releasing my new AI (hope i dont get banned for making an article for my own model) https://huggingface.co/blog/Reality123b/introducing-xylaria-2-exempted

replied to their post 4 months ago

probably

replied to nroggendorff's post 4 months ago

you didnt

Sk md saad amin

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