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Omar Sanseviero Profile picture
Omar Sanseviero
@osanseviero
Developer Experience Lead at @GoogleDeepMind Building Gemini API, Gemma, AI Studio and more AI products. My views ex-Chief Llama Officer @huggingface 🇵🇪🇲🇽
2 subscribers
Dec 24, 2024 • 4 tweets • 2 min read
Introducing a holidays pet project: GeminiCoder! Go wild and create apps in seconds just with a prompt 🚀



Share your creations! 👀hf.co/spaces/osansev… This project is a fork from @nutlope's great github.com/nutlope/llamac…

Find the used code at github.com/osanseviero/ge…
May 19, 2024 • 10 tweets • 3 min read
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

May 8, 2023 • 5 tweets • 4 min read
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:
May 4, 2023 • 5 tweets • 4 min read
💫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
Jan 15, 2023 • 10 tweets • 4 min read
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. 🐦
Dec 9, 2022 • 5 tweets • 2 min read
🧵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
Nov 25, 2022 • 6 tweets • 3 min read
🧵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…
Nov 20, 2022 • 13 tweets • 5 min read
🧵 Some thoughts about the recent release of Galactica by @MetaAI (everything here is my personal opinion) 👀

Let's start with the positive / What went well [1] The model was released and Open Source*

Contrary to the trend of very interesting research being closed or just accessible through paid APIs, by open-sourcing the models and building on top of existing OS tools, evaluation can be reliably done in a transparent and open way
Oct 31, 2022 • 8 tweets • 5 min read
This week @huggingface Spaces of the week are 🔥Check this thread for their respective announcements, or go directly and play with the demos!

🧵Check them out! huggingface.co/spaces Image [1/7] Stable Diffusion Multiplayer by @radamar is an amazing collaborative experiment in which hundreds of people interact to paint a canvas using Stable Diffusion

Oct 26, 2022 • 14 tweets • 6 min read
CLIP Interrogator + Stable Diffusion

I used CLIP Interrogator to generate the prompt of an image, then I fed the prompt to SD, and used the image in CLIP Interrogator...and again!

🧵Follow along in this llamastic journey! Image before / after ImageImage
Oct 24, 2022 • 6 tweets • 2 min read
I just published a new edition of the free weekly ML News 🔥

Check it out! 👀
thehackerllama.substack.com/p/machine-lear… Three interesting papers about editing images with text (Imagic, DiffEdit, and Prompt to Prompt)

Oct 11, 2022 • 6 tweets • 6 min read
Six open-source ML demos from the last 6 days 🔥

1. Stable Diffusion Infinity 🎨

Outpaint Stable Diffusion on an infinite canvas

Demo huggingface.co/spaces/lnyan/s…
GitHub github.com/lkwq007/stable… by @lkwq007 2. Positive Reframing 🤗

Start inputting negative texts to see how you can see the same event from a positive angle.

Choose among different strategies and reframe them to behave more positively! 😀

huggingface.co/spaces/Ella232…
Sep 26, 2022 • 8 tweets • 6 min read
🧵[1/8] Did you know you can find cool free top demos at hf.co/spaces (Spaces of the week)?

Let's explore them!

🔊@OpenAI Whisper Multilingual Speech Recognition model demo allows you to speak and get a transcript in seconds! [2/8] Stable Diffusion Conceptualizer 🧑‍🎨

Navigate 500+ community-taught objects and styles and create images using them!

huggingface.co/spaces/sd-conc…
Sep 5, 2022 • 4 tweets • 3 min read
Did you know you can check out the trending ML demos at hf.co (at the right in trending)

Check out some of them🧵👇 1. Stable Diffusion huggingface.co/spaces/stabili…
2. Diffuse the Rest - img2img app huggingface.co/spaces/hugging…
3. ERNIE-ViLG - sota Chinese text to image huggingface.co/spaces/PaddleP…
Aug 22, 2022 • 5 tweets • 3 min read
🧵Stable Diffusion weights are officially public, and we got some surprises! 🤗

🤗 Public weights
🧨Support with the diffusers library
🔥Load and use the model with a few lines of code
📖Blog post explaining how it works

github.com/huggingface/di… Image We wrote a blog post explaining how to control the pipeline and an overview of how Stable Diffusion works.

Check it out👉 hf.co/blog/stable_di… Image
Aug 7, 2022 • 12 tweets • 6 min read
🧵Train a @fastdotai model to classify llamas vs alpacas, build a nice interactive demo and share it with your friends in <10 minutes. See how in this thread!

Demo: hf.co/spaces/hugging… We begin by creating a dataset. Here we use DuckDuckGo to download ~200 images for llamas and 200 images from alpacas. 🦙

The images are saved in a directory named with the label (i.e. llamas are saved in /llama directory)
Aug 3, 2022 • 5 tweets • 4 min read
🧵[1/5] Let's take a look at some interesting open-source ML demos!

SegFormer implemented in @TensorFlow and converted to ONNX for scene segmentation.⚔️

hf.co/spaces/chansun… [2/5] Multi Task NLP 🔥

Learn about different NLP tasks by exploring this interactive demo from keyword extraction to emotion detection. Very cool!

huggingface.co/spaces/miesner…
Jul 5, 2022 • 8 tweets • 3 min read
🧵Many people asking how they can contribute to Open Source, here is a thread of different ways to do so! ⤵️ [1] 📓Not all contributions are code. One of the best ways to get started is by contributing documentation, from small fixes to adding new docstrings, everything is helpful!

Google has a neat course for technical writing you can check at developers.google.com/tech-writing
Jun 30, 2022 • 5 tweets • 2 min read
🧵[1/5] A month ago we launched community features in @huggingface Hub. Since then, the team has been working hard in adding lots of new community features. Let's go through them! 🤗

You can now react to discussions with cool emojis! [2/5] you can create draft Pull Requests 🥳🥳🎉🦙
Jun 26, 2022 • 11 tweets • 4 min read
🧵[1/n] Sentence Embeddings can be extremely powerful and useful for many applications. Learn how to build a FAQ system in the following blog!

huggingface.co/blog/getting-s… [2/n] Embeddings represent a sentence in a vector space in which its semantic meaning is captured.

For example, "What is the main benefit of voting"
can be represented as a list of 384 numbers
[0.8, 0.4, ..., 0.7] 🧑‍🔬
Jun 13, 2022 • 5 tweets • 3 min read
🧵[1/5] 5 Cool ML demos

Talking Face Multilingual Text to Speech
📝Write a text
🌍Translate
🔊Generate a video with a head saying what you wrote

hf.co/spaces/CVPR/ml…

See "Hello, this is demonstration for talking face generation with multilingual text-to-speech" in Korean 🔥 [2/5] It Happened One Frame 📹

Search for a frame in a YouTube video given a description you give. It works quite nicely!

hf.co/spaces/YiYiXu/…