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Omar Sanseviero Profile picture
@osanseviero
Dec 14, 2021 • 8 tweets • 6 min read • Read on X
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🧵Some cool hf.co/spaces demos for this week!

[1/8/ Pyxelate (huggingface.co/spaces/akhaliq…), it converts images to pixel art, although it looks like the alpaca has sunglasses 🎨
[2/8] Fridge detection 🥛

Detect objects from a fridge and seems to do decently!

huggingface.co/spaces/dnth/we…
[3/8] Since we're classifying things, here is a fire and smoke detector! 🔥🔥🔥

huggingface.co/spaces/durgaam…

Note: Don't test it out there in the wild
[4/8] Data Measurements Tool

This awesome work by @mmitchell_ai, @YJernite, @SashaMTL and @_nateraw allows to interactively analyze the dataset.

Demo: huggingface.co/spaces/hugging…
Blog: huggingface.co/blog/data-meas…
[5/8] Are you bored? Do you like anime? This anime recommender might be worth trying out!

huggingface.co/spaces/isabel/…
[6/8] StyleGAN 3 interpolation.

huggingface.co/spaces/nateraw…

It can take a while (10-30 seconds), but it reaaaaally is worth it.
[7/8] This beginner friendly and interactive demo explains simple ML algorithms (Linear Regression for now) in a very nice way. Great for educative purposes!

huggingface.co/spaces/iamaziz…
[8/8] Let's close with CodeParrot, a super cool demo by @lvwerra that highlights parts of code with low probability.

Space: huggingface.co/spaces/lvwerra…

Blog post: huggingface.co/blog/codeparrot

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More from @osanseviero

Omar Sanseviero Profile picture
May 19
What a week in the ML world! Here is a recap thread on all the exciting open ML updates!🔥

VLMs: Salesforce, Kosmos 2.5, PaliGemma, Cumo
LLM: Yi 1.5, Falcon 2, DeepSeek v2 lite
Diffusion: HunyuanDiT, Lumina next

Keep reading 👇
1. Salesforce released BLIP3 (renamed to xGen-mm), a visual LLM family

2. 01 AI released Yi-1.5, a very strong Apache-licensed LLM with impressive capabilities

Read 10 tweets
Omar Sanseviero Profile picture
May 8, 2023
Open Source ML is going brrr 🚀 Here are 5 amazing free OS demos

1⃣Stable Diffusion + ControlNet for hand control

Demo: hf.co/spaces/vllab/c…
Look at those fingers! 😍

⬅️+promp = Input
➡️ = Output ImageImage
2⃣Text-to-Motion Retrieval 🪅

Demo hf.co/spaces/Mathux/…
Very cool work from @Michael_J_Black @gulvarol and team!

Input: Someone is jumping with one foot
Output:
3⃣Track-anything 👀

Interactive tool for object tracking, segmentation, and inpainting. Take a video, click the object of interest, and do things like inpainting and tracking! 😼

hf.co/spaces/VIPLab/…
Read 5 tweets
Omar Sanseviero Profile picture
May 4, 2023
💫StarCoder: May the Source be with You!

🔥15B LLM with 8k context
🥳Trained on permissively-licensed code
💻Acts as tech assistant
🤯80+ programming languages
🚀Open source and data
💫Online demos
🧑‍💻VSCode plugin
🪅1 trillion tokens

Follow this amazing experience! 🧵 Image
The model can generate and complete code, but it also has nice chatty properties. Some things it can do

- Write code snippets
- Translate Python to C++
- Explain concepts (what's recursion)
- Act as a terminal
- Tell me how to exit vim
🔥 Image
Two models were trained:

- StarCoderBase, trained on 1 trillion tokens from The Stack (hf.co/datasets/bigco…), which is permissively licensed with inspection tools, deduplication and opt-out
- StarCoder, a fine-tuned version of 35B Python tokens Image
Read 5 tweets
Omar Sanseviero Profile picture
Jan 15, 2023
Graphs are **everywhere**, from social media and knowledge systems to molecules and meshes! 🧑‍🏫

Want to learn about Machine Learning for Graphs? Check out this thread! 🧵
Graphs are denoted as G(V,E), with V being its vertices (nodes in the graph) and E being its edges (connections or links).

In a social network, the vertices would be its users, and the edges would be the connections. 🐦
Many tasks with industry applications can be solved with graphs!
💊 Graph generation: used in drug discovery
🔥 Graph evolution: physics
⚛️Graph level prediction (e.g. classification or regression): e.g. for toxicity of a molecule
Read 10 tweets
Omar Sanseviero Profile picture
Dec 9, 2022
🧵I asked ChatGPT to explain what Transfer Learning is, but
- Rapping
- As if I were 5 years old
- A corn lover
- To Homer Simpson teaching Bart
- As Schmidhuber talking with Geoffrey Hinton

Follow this thread! Transfer learning but with some rap! 🎶 Image
Using corn analogies 🌽 Image
As a 5 years old 🤖 Image
Read 5 tweets
Omar Sanseviero Profile picture
Nov 25, 2022
🧵Some cool ML demos loved by the community🔥

[1/6] Multilingual Stable Diffusion

huggingface.co/spaces/juancop…

Stable Diffusion Pipeline that supports prompts in 50 different languages. 🌎🌍🌏
[2/6] PlaygroundAI Images Explorer 🔍

Explore, inspect and analyze thousands of images from PlaygroundAI, with its prompt, source, and more!

huggingface.co/spaces/ysharma…
[3/6] Anything V3

huggingface.co/spaces/akhaliq…

A Stable Diffusion model for...anything? 😅I actually don't know much about this model (that's why model documentation is important). The results are great though!
Read 6 tweets

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