Hafedh Hichri's picture

Hafedh Hichri

not-lain

AI & ML interests

custom AI models with HF integration, HuggingFace fellow ๐Ÿค—

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liked a model about 17 hours ago
Zyphra/Zonos-v0.1-transformer
updated a Space about 17 hours ago
not-lain/gpu-utils
liked a Space 1 day ago
finegrain/finegrain-light-switcher
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not-lain's activity

reacted to AdinaY's post with ๐Ÿ”ฅ 3 days ago
reacted to Jaward's post with ๐Ÿš€ 3 days ago
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2015
Nvidia brings blue (from starwars droids) to life ๐Ÿคฏ, supercute with flawless dexterity and droid voice. It's the result of their colab research with Google DeepMind and Disney, revealed as part of their new opensource physics engine for robotics simulation: NEWTON - which enables robots to learn how to complete complex tasks with greater precision.

ReadMore: https://developer.nvidia.com/blog/announcing-newton-an-open-source-physics-engine-for-robotics-simulation?ncid=so-twit-820797-vt48
reacted to csabakecskemeti's post with ๐Ÿ˜Ž 3 days ago
reacted to m-ric's post with ๐Ÿค— 6 days ago
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4236
smolagents now support vLLM! ๐Ÿฅณ

As one of the most popular local inference solutions, the community had been asking us to integrate vLLM: after a heavy refactoring of our LLM classes, we've just released smolagents 1.11.0, with a brand new VLLMModel class.

Go try it and tell us what you think!

https://github.com/huggingface/smolagents/blob/45b2c86857b7f7657daaa74e4d17d347e9e2c4a4/src/smolagents/models.py#L497
replied to their post 8 days ago
reacted to clem's post with ๐Ÿš€๐Ÿค— 8 days ago
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4506
We just crossed 1,500,000 public models on Hugging Face (and 500k spaces, 330k datasets, 50k papers). One new repository is created every 15 seconds. Congratulations all!
ยท
reacted to BrigitteTousi's post with ๐Ÿค— 10 days ago
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3673
Regardless of X being down or not, so glad I can rely on HF Posts for AI news โค๏ธ๐Ÿค—
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posted an update 10 days ago
reacted to as-cle-bert's post with โค๏ธ๐Ÿ‘ 12 days ago
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2699
I just released a fully automated evaluation framework for your RAG applications!๐Ÿ“ˆ

GitHub ๐Ÿ‘‰ https://github.com/AstraBert/diRAGnosis
PyPi ๐Ÿ‘‰ https://pypi.org/project/diragnosis/

It's called ๐๐ข๐‘๐€๐†๐ง๐จ๐ฌ๐ข๐ฌ and is a lightweight framework that helps you ๐—ฑ๐—ถ๐—ฎ๐—ด๐—ป๐—ผ๐˜€๐—ฒ ๐˜๐—ต๐—ฒ ๐—ฝ๐—ฒ๐—ฟ๐—ณ๐—ผ๐—ฟ๐—บ๐—ฎ๐—ป๐—ฐ๐—ฒ ๐—ผ๐—ณ ๐—Ÿ๐—Ÿ๐— ๐˜€ ๐—ฎ๐—ป๐—ฑ ๐—ฟ๐—ฒ๐˜๐—ฟ๐—ถ๐—ฒ๐˜ƒ๐—ฎ๐—น ๐—บ๐—ผ๐—ฑ๐—ฒ๐—น๐˜€ ๐—ถ๐—ป ๐—ฅ๐—”๐—š ๐—ฎ๐—ฝ๐—ฝ๐—น๐—ถ๐—ฐ๐—ฎ๐˜๐—ถ๐—ผ๐—ป๐˜€.

You can launch it as an application locally (it's Docker-ready!๐Ÿ‹) or, if you want more flexibility, you can integrate it in your code as a python package๐Ÿ“ฆ

The workflow is simple:
๐Ÿง  You choose your favorite LLM provider and model (supported, for now, are Mistral AI, Groq, Anthropic, OpenAI and Cohere)
๐Ÿง  You pick the embedding models provider and the embedding model you prefer (supported, for now, are Mistral AI, Hugging Face, Cohere and OpenAI)
๐Ÿ“„ You prepare and provide your documents
โš™๏ธ Documents are ingested into a Qdrant vector database and transformed into a synthetic question dataset with the help of LlamaIndex
๐Ÿ“Š The LLM is evaluated for the faithfulness and relevancy of its retrieval-augmented answer to the questions
๐Ÿ“Š The embedding model is evaluated for hit rate and mean reciprocal ranking (MRR) of the retrieved documents

And the cool thing is that all of this is ๐—ถ๐—ป๐˜๐˜‚๐—ถ๐˜๐—ถ๐˜ƒ๐—ฒ ๐—ฎ๐—ป๐—ฑ ๐—ฐ๐—ผ๐—บ๐—ฝ๐—น๐—ฒ๐˜๐—ฒ๐—น๐˜† ๐—ฎ๐˜‚๐˜๐—ผ๐—บ๐—ฎ๐˜๐—ฒ๐—ฑ: you plug it in, and it works!๐Ÿ”Œโšก

Even cooler? This is all built on top of LlamaIndex and its integrations: no need for tons of dependencies or fancy workarounds๐Ÿฆ™
And if you're a UI lover, Gradio and FastAPI are there to provide you a seamless backend-to-frontend experience๐Ÿ•ถ๏ธ

So now it's your turn: you can either get diRAGnosis from GitHub ๐Ÿ‘‰ https://github.com/AstraBert/diRAGnosis
or just run a quick and painless:

uv pip install diragnosis


To get the package installed (lightning-fast) in your environment๐Ÿƒโ€โ™€๏ธ

Have fun and feel free to leave feedback and feature/integrations requests on GitHub issuesโœจ
reacted to Bils's post with ๐Ÿš€ 12 days ago
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4858
Spatial sound experience! SonicOrbit features AI beat detection to auto-sync your rhythm.

Bils/SonicOrbit
reacted to daavoo's post with ๐Ÿ‘ 14 days ago
reacted to DualityAI-RebekahBogdanoff's post with ๐Ÿš€ 14 days ago
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2817
๐Ÿš€ Duality is super excited to announce that our Kaggle competition is LIVE! Synthetic-to-Real Object Detection Challenge is LIVE! ๐Ÿšฆ
Want to master AI training, learn industry-proven synthetic data workflows, and compete for public recognition and cash prizes?

๐Ÿ‘‰ 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 objectsโ€”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?

๐Ÿ† The Challenge

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

The Twist?
๐Ÿ“ˆ Boost your modelโ€™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
๐Ÿ”น Earn cash and public shout-outs from the Duality AI accounts
Enhance Your Portfolio
๐Ÿ”น Demonstrate your real-world AI and ML expertise in object detection to prospective employers and collaborators.
Expand Your Network
๐Ÿ”น Engage, compete, and collaborate with fellow ML engineers, researchers, and students.

๐Ÿš€ 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 ๐Ÿ”ฅ๐Ÿš€ 16 days ago
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2501
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!!๐Ÿ”ฅ
Check out their blog! https://huggingface.co/blog/aya-vision
reacted to lysandre's post with ๐Ÿ”ฅ๐Ÿš€โค๏ธ 28 days ago
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5775
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.
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reacted to merve's post with ๐Ÿ‘ 29 days ago
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6409
Google just released PaliGemma 2 Mix: new versatile instruction vision language models ๐Ÿ”ฅ

> Three new models: 3B, 10B, 28B with res 224, 448 ๐Ÿ’™
> Can do vision language tasks with open-ended prompts, understand documents, and segment or detect anything ๐Ÿคฏ

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