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Hafedh Hichri

not-lain

https://not-lain.github.io

AI & ML interests

custom AI models with HF integration, HuggingFace fellow 🤗

Recent Activity

liked a model about 1 hour ago

Arabic-Clip/araclip

updated a model about 2 hours ago

Arabic-Clip/araclip

published a model about 2 hours ago

Arabic-Clip/araclip

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not-lain's activity

reacted to daavoo's post with 👍 1 day ago

Post

1770

Hi there 👋! Check this project for mapping features in OpenStreetMap with Computer Vision:

⭐-> https://github.com/mozilla-ai/osm-ai-helper

And a live demo showing how to map new swimming pools 🏊:

🗺️ -> mozilla-ai/osm-ai-helper

reacted to DualityAI-RebekahBogdanoff's post with 🚀 1 day ago

Post

2349

🚀 Duality is super excited to announce that our Kaggle competition is LIVE! Synthetic-to-Real Object Detection Challenge is LIVE! 🚦
Want to master AI training, learn industry-proven synthetic data workflows, and compete for public recognition and cash prizes?

👉 Join our Synthetic-to-Real Object Detection Challenge on Kaggle! https://www.kaggle.com/competitions/synthetic-2-real-object-detection-challenge/overview

Compete to build the top-performing model capable of detecting real-world objects—trained entirely on synthetic data. Master these industry-proven methods for faster, more targeted, and diverse dataset creation, and set yourself apart, unlocking today's most exciting AI opportunities.

Ready to test your skills?

🏆 The Challenge

Train an object detection model using synthetic images created with Falcon—Duality AI's cutting-edge digital twin simulation software—then evaluate your model on real-world imagery.

The Twist?
📈 Boost your model’s accuracy by creating and refining your own custom synthetic datasets using Falcon! Get access to the tools and double the data by following this link and creating a free account-
https://falcon.duality.ai/secure/documentation/ex-1-objdetection?sidebarMode=learn

Win Cash Prizes & Recognition
🔹 Earn cash and public shout-outs from the Duality AI accounts
Enhance Your Portfolio
🔹 Demonstrate your real-world AI and ML expertise in object detection to prospective employers and collaborators.
Expand Your Network
🔹 Engage, compete, and collaborate with fellow ML engineers, researchers, and students.

🚀 Put your skills to the test and join our Kaggle competition today: https://www.kaggle.com/competitions/synthetic-2-real-object-detection-challenge/overview

reacted to andito's post with 🔥🚀 4 days ago

Post

2352

Extremely bullish on @CohereForAI 's Aya Vision (8B & 32B) - new SOTA open-weight VLMs

- 8B wins up to 81% of the time in its class, better than Gemini Flash
- 32B beats Llama 3.2 90B!
- Covers 23 languages, excels in image captioning, VQA & more
- Integrated on transformers from Day 0!

Efficient multimodal models are here to stay!!🔥
Check out their blog! https://huggingface.co./blog/aya-vision

reacted to lysandre's post with 🔥🚀❤️ 15 days ago

Post

5493

SmolVLM-2 and SigLIP-2 are now part of transformers in dedicated releases!

They're added on top of the v4.49.0 release, and can be installed from the following tags: v4.49.0-SmolVLM-2 and v4.49.0-SigLIP-2.

This marks a new beginning for the release process of transformers. For the past five years, we've been doing monthly releases featuring many models (v4.49.0, the latest release, features 9 new architectures).

Starting with SmolVLM-2 & SigLIP2, we'll now additionally release tags supporting new models on a stable branch. These models are therefore directly available for use by installing from the tag itself. These tags will continue to be updated with fixes applied to these models.

Going forward, continue expecting software releases following semantic versioning: v4.50.0 will have ~10 new architectures compared to v4.49.0, as well as a myriad of new features, improvements and bug fixes. Accompanying these software releases, we'll release tags offering brand new models as fast as possible, to make them accessible to all immediately.

1 reply

reacted to merve's post with 👍🚀🧠 16 days ago

Post

5573

Google just released PaliGemma 2 Mix: new versatile instruction vision language models 🔥

> Three new models: 3B, 10B, 28B with res 224, 448 💙
> Can do vision language tasks with open-ended prompts, understand documents, and segment or detect anything 🤯

Read more https://huggingface.co./blog/paligemma2mix
Try the demo google/paligemma2-10b-mix
All models are here google/paligemma-2-mix-67ac6a251aaf3ee73679dcc4

replied to Reality123b's post 18 days ago

to my understanding, if you go above the free quote it will be added automatically to your bill for you, could you check https://huggingface.co./settings/billing for confirmation?

replied to Keltezaa's post about 1 month ago

there's a cool trick, in case your inference takes more than 60s

replied to their post about 1 month ago

seems to be working on my side, you either can read the full blogpost at https://huggingface.co./blog/not-lain/tensor-dims
or you can click on this dropdown menu which will add more text to the current blogpost

replied to their post about 1 month ago

the short version would be faster and consistent inference in the cost of more gpu consumption

posted an update about 1 month ago

Post

4248

I have just released a new blogpost about kv caching and its role in inference speedup 🚀
🔗 https://huggingface.co./blog/not-lain/kv-caching/
some takeaways :

4 replies

reacted to hexgrad's post with ❤️🔥 about 1 month ago

Post

8396

hexgrad/Kokoro-82M got an upgrade! ⬆️ More voices, more languages, pip install kokoro, and still 82M parameters.

GitHub: https://github.com/hexgrad/kokoro
PyPI: https://pypi.org/project/kokoro/
Space: hexgrad/Kokoro-TTS

11 replies

reacted to clem's post with ❤️🤗🔥 about 1 month ago

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7224

AI is not a zero-sum game. Open-source AI is the tide that lifts all boats!