How do you make 1M+ Hugging Face models & datasets more discoverable?

davanstrien/Smol-Hub-tldr!

I fine-tuned HuggingFaceTB/SmolLM2-360M to generate one-line summaries from a model or dataset README.

Its own self-description?
"A model for generating concise summaries of model & dataset cards from the Hugging Face Hub"

The goal? Make it easier to find the right models and datasets for your specific needs. It's already powering a semantic search for datasets Space.

It's still a WIP but thanks to @loubnabnl , @anton-l , @eliebak et al, for cooking such a nice base model for fine-tuning small, efficient models for specific domains and tasks. 🙏

liked a dataset 6 days ago

hermanshid/doctor-id-qa

Viewer • Updated Jul 9, 2023 • 6.33k • 101 • 5

reacted to m-ric's post with 🔥 7 days ago

Post

4658

"𝟮𝟬𝟮𝟱 𝘄𝗶𝗹𝗹 𝗯𝗲 𝘁𝗵𝗲 𝘆𝗲𝗮𝗿 𝗼𝗳 𝗔𝗜 𝗮𝗴𝗲𝗻𝘁𝘀": this statement has often been made, here are numbers to support it.

I've plotted the progress of AI agents on GAIA test set, and it seems they're headed to catch up with the human baseline in early 2026.

And that progress is still driven mostly by the improvement of base LLMs: progress would be even faster with fine-tuned agentic models.

reacted to fantos's post with 🔥 8 days ago

Post

5796

😊 Panorama X3 Image

an innovative system that leverages a Stable Diffusion XL-based tiling pipeline to generate unique and vibrant panoramic images by applying different prompts to the left, center, and right sections of a single image.

Key Features & Strengths
Multi-Area Prompt Support
Input distinct descriptions for the left, center, and right regions (e.g., "dense forest" for the left, "calm lake" for the center, and "majestic mountains" for the right). This allows the system to seamlessly blend multiple scenes into one stunning panoramic image. 🌄

Automatic Korean-to-English Translation
If your prompt contains Korean text, it will be automatically translated into English before image generation.
(For example, "안개 낀 산" becomes "Misty mountain") 🔄
This feature ensures that you can effortlessly use both English and Korean prompts.

Advanced Tiling Technology
The project uses a sophisticated tiling approach that manages overlapping regions to produce natural transitions and high-resolution panoramic images.
This isn't just a simple image merge—it's a refined process that delivers exceptional quality and detail. 🖼️

User-Friendly Interface
Enjoy a modern, visually appealing UI featuring a gradient background, semi-transparent containers, and smooth animation effects.
The prompt input fields clearly indicate that both English and Korean entries are allowed with the label (English/Korean allowed), making it accessible for everyone. 🎨

fantos/Panorama

Panorama X3 Image is the perfect tool for anyone looking to visually express creative ideas. Try it out now by experimenting with various prompts and create your very own breathtaking panoramic image! 🚀

Thank you! 🙏

7 replies

upvoted an article 11 days ago

Article

Fine-tune Llama 3.1 Ultra-Efficiently with Unsloth

•

Jul 29, 2024

• 279