Hafedh Hichri's picture

Hafedh Hichri

not-lain

AI & ML interests

custom AI models with HF integration, HuggingFace fellow πŸ€—

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not-lain's activity

reacted to lysandre's post with πŸ”₯πŸš€β€οΈ 1 day ago
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4205
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 πŸ‘πŸš€πŸ§  2 days ago
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4772
Google just released PaliGemma 2 Mix: new versatile instruction vision language models πŸ”₯

> Three new models: 3B, 10B, 28B with res 224, 448 πŸ’™
> 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 4 days ago
replied to Keltezaa's post 19 days ago
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there's a cool trick, in case your inference takes more than 60s

image.png

replied to their post 24 days ago
replied to their post 24 days ago
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the short version would be faster and consistent inference in the cost of more gpu consumption

posted an update 25 days ago
reacted to hexgrad's post with ❀️πŸ”₯ 25 days ago
reacted to clem's post with β€οΈπŸ€—πŸ”₯ 26 days ago
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7179
AI is not a zero-sum game. Open-source AI is the tide that lifts all boats!
reacted to burtenshaw's post with πŸš€ about 1 month ago
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3944
🚧 Work in Progress! 🚧

πŸ‘·β€β™€οΈ We're working hard on getting the official agents course ready for the 50,000 students that have signed up.

If you want to contribute to the discussion, I started these community posts. Looking forward to hearing from you:

- smolagents unit in the agents course - agents-course/README#7
- LlamaIndex Unit in the agents course - agents-course/README#6
- LangChain and LangGraph unit in the agents course - agents-course/README#5
- Real world use cases in the agents course - agents-course/README#8


reacted to cutechicken's post with πŸ”₯ about 1 month ago
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2880
πŸ”¬ PaperImpact
: Scientific Impact Predictor Powered by Deep Learning 🎯

VIDraft/PaperImpact

πŸ“š Overview
A cutting-edge AI system that combines transformer architecture with citation pattern analysis to predict research impact. Our model, trained on 120,000+ CS papers, analyzes innovation potential, methodological robustness, and future impact, providing researchers with valuable insights before publication.
🧠 Scientific Foundation

BERT-based semantic analysis
Citation network pattern learning
NDCG optimization & MSE loss
Cross-validated prediction engine
GPU-accelerated inference

πŸ’« Why Researchers Need This

Pre-submission impact assessment
Research direction optimization
Time-saving paper evaluation
Competitive edge in academia
Trend identification advantage

🎯 Key Features

One-click arXiv paper analysis
Real-time impact scoring (0-1)
9-tier grading system (AAA-C)
Smart input validation
Instant visual feedback

🌟 Unique Benefits
"Don't wait years to know your paper's impact. Get instant, AI-powered insights to strengthen your research strategy and maximize your academic influence."
Perfect for:

Research authors
PhD students
Journal editors
Research institutions
Grant committees

#ResearchImpact #AcademicAI #ScienceMetrics #ResearchExcellence
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reacted to prithivMLmods's post with πŸ€— about 1 month ago
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3388
200+ f{πŸ€—} on Stranger Zone! [ https://huggingface.co/strangerzonehf ]

❀️‍πŸ”₯Stranger Zone's MidJourney Mix Model Adapter is trending on the Very Model Page, with over 45,000+ downloads. Additionally, the Super Realism Model Adapter has over 52,000+ downloads, remains the top two adapter on Stranger Zone!
strangerzonehf/Flux-Midjourney-Mix2-LoRA, strangerzonehf/Flux-Super-Realism-LoRA

πŸ‘½Try Demo: prithivMLmods/FLUX-LoRA-DLC

πŸ“¦Most Recent Adapters to Check Out :
+ Ctoon : strangerzonehf/Ctoon-Plus-Plus
+ Cardboard : strangerzonehf/Flux-Cardboard-Art-LoRA
+ Claude Art : strangerzonehf/Flux-Claude-Art
+ Flay Lay : strangerzonehf/Flux-FlatLay-LoRA
+ Smiley Portrait : strangerzonehf/Flux-Smiley-Portrait-LoRA

πŸ€—Thanks for Community & OPEN SOURCEEE !!
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posted an update about 1 month ago
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we now have more than 2000 public AI models using ModelHubMixinπŸ€—