Hugging Face's logo

Spaces Playground
community
Activity Feed Request to join this org

AI & ML interests

None defined yet.
multimodalartΒ 
posted an update 20 days ago
view post
Post
2448
Want to iterate on a Hugging Face Space with an LLM?

Now you can easily convert any HF entire repo (Model, Dataset or Space) to a text file and feed it to a language model!

multimodalart/repo2txt
multimodalartΒ 
posted an update 5 months ago
view post
Post
17676
Self-Forcing - a real-time video distilled model from Wan 2.1 by @adobe is out, and they open sourced it 🐐

I've built a live real time demo on Spaces πŸ“ΉπŸ’¨

multimodalart/self-forcing
Β·
multimodalartΒ 
posted an update over 1 year ago
multimodalartΒ 
posted an update over 1 year ago
view post
Post
28561
The first open Stable Diffusion 3-like architecture model is JUST out πŸ’£ - but it is not SD3! πŸ€”

It is Tencent-Hunyuan/HunyuanDiT by Tencent, a 1.5B parameter DiT (diffusion transformer) text-to-image model πŸ–ΌοΈβœ¨, trained with multi-lingual CLIP + multi-lingual T5 text-encoders for english 🀝 chinese understanding

Try it out by yourself here ▢️ https://huggingface.co/spaces/multimodalart/HunyuanDiT
(a bit too slow as the model is chunky and the research code isn't super optimized for inference speed yet)

In the paper they claim to be SOTA open source based on human preference evaluation!
mvaloattoΒ 
posted an update over 1 year ago
multimodalartΒ 
posted an update over 1 year ago
view post
Post
The Stable Diffusion 3 research paper broken down, including some overlooked details! πŸ“

Model
πŸ“ 2 base model variants mentioned: 2B and 8B sizes

πŸ“ New architecture in all abstraction levels:
- πŸ”½ UNet; ⬆️ Multimodal Diffusion Transformer, bye cross attention πŸ‘‹
- πŸ†• Rectified flows for the diffusion process
- 🧩 Still a Latent Diffusion Model

πŸ“„ 3 text-encoders: 2 CLIPs, one T5-XXL; plug-and-play: removing the larger one maintains competitiveness

πŸ—ƒοΈ Dataset was deduplicated with SSCD which helped with memorization (no more details about the dataset tho)

Variants
πŸ” A DPO fine-tuned model showed great improvement in prompt understanding and aesthetics
✏️ An Instruct Edit 2B model was trained, and learned how to do text-replacement

Results
βœ… State of the art in automated evals for composition and prompt understanding
βœ… Best win rate in human preference evaluation for prompt understanding, aesthetics and typography (missing some details on how many participants and the design of the experiment)

Paper: https://stabilityai-public-packages.s3.us-west-2.amazonaws.com/Stable+Diffusion+3+Paper.pdf
Β·
mvaloattoΒ 
posted an update over 1 year ago
view post
Post
8 Spaces Of The Week is nice, but 840 is even better! πŸ”₯

Here is the complete library of ALL Spaces featured by Hugging Face since October 2021:

All Spaces Of The Week - mvaloatto/ASOTW

-
A special mention goes to @osanseviero , whose collection inspired me to design this dedicated Space. Another shoutout to @victor , whose intricately designed Spaces cards motivated me to step up my CSS game :) I plan to release additional features in the future. In the meantime, suggestions are welcome!
Β·
mvaloattoΒ 
posted an update over 1 year ago
view post
Post
Want more β€œgood machine learning” in your X feed? Here is a new Space for you:
πŸ”” Top HF Users To Follow On X - https://huggingface.co/spaces/mvaloatto/HF2X

Ever since I fell down the AI rabbit hole, it hasn’t been super easy to spot and follow the most impactful Hugging Face contributors on X. So, inspired by @Weyaxi leaderboards, I decided to create a list just for this purpose.

Why, you ask?

First, it’s quite surprising how so many talented AI pioneers and independent contributors on X don't get the visibility/reach you might expect. Sad but true: follower count doesn't always match up with the value or innovation an individual brings to the table (just stating the obvious here).

Open source AI, in particular, thrives not just on innovation but also on the collective spirit of its believers and builders. With Hugging Face standing out as a prime hub for top AI engineers and contributors, compiling a directory of X profiles from influential figures on this platform felt like a natural step.

This Space aims to not only connect these top contributors but also guide open AI enthusiasts and newcomers towards the field's leading lights.

I put this modest page together using some web scraping and what I remember from my web dev class ages ago! Suggestions/likes are welcome - I’m hoping to keep tweaking/upgrading it, especially if you all find it useful.

Now, let’s follow each other! It’s time to accelerate the dissemination of our ideas, encourage collaboration within our community, and ensure that open AI developments receive the attention and recognition they deserve. πŸ”₯
Β·
multimodalartΒ 
posted an update over 1 year ago
multimodalartΒ 
posted an update almost 2 years ago
view post
Post
It seems February started with a fully open source AI renaissance 🌟

Models released with fully open dataset, training code, weights βœ…

LLM - allenai/olmo-suite-65aeaae8fe5b6b2122b46778 🧠
Embedding - nomic-ai/nomic-embed-text-v1 πŸ“š (sota!)

And it's literally February 1st - can't wait to see what else the community will bring πŸ‘€
multimodalartΒ 
authored 2 papers almost 2 years ago
multimodalartΒ 
authored a paper over 2 years ago