1
SAM, the groundbreaking segmentation model from @Meta is now in available in 🤗 Transformers!
What does this mean?
1. One line of code to load it, one line to run it
2. Efficient batching support to generate multiple masks
3. pipeline support for easier usage
More details: 🧵
2
THIS IS BIG! 👀
It's now possible to take any of the >30,000 ML apps from Spaces and run them locally (or on your own infrastructure) with the new "Run with @Docker" feature. 🔥🐳
See an app you like? Run it yourself in just 2 clicks🤯
3
Today we are excited to announce a new partnership with @awscloud! 🔥
Together, we will accelerate the availability of open-source machine learning 🤝
Read the post 👉 huggingface.co/blog/aws-partn…
4
Hugging Faceから日本へのお知らせです！
Hugging Faceコースの日本語翻訳を始めました。東北大学のStudent Ambassadorsの皆さんのお陰で第一章の翻訳が終了しました。
今後もコツコツと翻訳していきます。
是非コースを読んでHugging Face Tranformersについて学んで、使ってみてください！
5
日本からの嬉しいお知らせです！rinnaが日本語で学習したJapanese Stable DiffusionがHugging Face Spacesでデモ化されました！ huggingface.co/spaces/rinna/j…
6
Transformers v4.22 is out, and includes the first VIDEO models! 🎥
💥VideoMAE: masked auto-encoders for video
💥X-CLIP: CLIP for video-language
Other nice goodies:
💥Swin Transformer v2
💥Pegasus-X
💥Donut
💥MobileViT
... and MacOS support (device="mps")!
7
🖌️ Stable Diffusion meets 🧨Diffusers!
Releasing diffusers==0.2.2 with full support of @StabilityAI's Stable Diffusion & schedulers 🔥
Google colab:
👉 colab.research.google.com/github/hugging…
Code snippet 👇
8
🧨Diffusion models have been powering impressive ML apps, enabling DALL-E or Imagen
Introducing 🤗 diffusers: a modular toolbox for diffusion techniques, with a focus on:
🚄Inference pipelines
⏰Schedulers
🏭Models
📃Training examples
github.com/huggingface/di…
9
Last week, @MetaAI introduced NLLB-200: a massive translation model supporting 200 languages.
Models are now available through the Hugging Face Hub, using 🤗Transformers' main branch.
Models on the Hub: huggingface.co/facebook/nllb-…
Learn about NLLB-200: ai.facebook.com/research/no-la…
10
The Technology Behind BLOOM Training🌸
Discover how @BigscienceW used @MSFTResearch DeepSpeed + @nvidia Megatron-LM technologies to train the World's Largest Open Multilingual Language Model (BLOOM):
huggingface.co/blog/bloom-meg…
11
Last week @MetaAI publicly released huge LMs, with up to ☄️30B parameters. Great win for Open-Source🎉
These checkpoints are now in 🤗transformers!
But how to use such big checkpoints?
Introducing Accelerate and
⚡️BIG MODEL INFERENCE⚡️
Load & USE the 30B model in colab (!)⬇️
13
💫 Perceiver IO by @DeepMind is now available in 🤗 Transformers!
A general purpose deep learning model that works on any modality and combinations thereof
📜text
🖼️ images
🎥 video
🔊 audio
☁️ point clouds
...
Read more in our blog post: huggingface.co/blog/perceiver
14
TODAY'S A BIG DAY
Spaces are now publicly available
Build, host, and share your ML apps on @huggingface in just a few minutes.
There's no limit to what you can build. Be creative, and share what you make with the community.
🙏 @streamlit and @Gradio
hf.co/spaces/launch
15
EleutherAI's GPT-J is now in 🤗 Transformers: a 6 billion, autoregressive model with crazy generative capabilities!
It shows impressive results in:
- 🧮Arithmetics
- ⌨️Code writing
- 👀NLU
- 📜Paper writing
- ...
Play with it to see how powerful it is:
huggingface.co/EleutherAI/gpt…
16
Document parsing meets 🤗 Transformers!
📄#LayoutLMv2 and #LayoutXLM by @MSFTResearch are now available! 🔥
They're capable of parsing document images (like PDFs) by incorporating text, layout, and visual information, as in the @Gradio demo below ⬇️
huggingface.co/spaces/nielsr/…
17
🚨It's time for another community event on July 7th-July 14th🚨
We've partnered up with @GoogleAI and @googlecloud to teach you how to use JAX/Flax for NLP & CV🚀
You define your project - we give you guidance, scripts & free TPU VMs 🤗
To participate:
discuss.huggingface.co/t/open-to-the-…
18
🤗Transformers v4.7.0 was just released with 🖼️DETR by @FacebookAI!
DETR is an Object Detection model that can take models from timm by @wightmanr as a backbone.
Contributed by @NielsRogge, try it out: colab.research.google.com/github/NielsRo…
v4.7.0 launches with support for PyTorch v1.9.0!
19
The first part of the Hugging Face Course is finally out!
Come learn how the 🤗 Ecosystem works 🥳: Transformers, Tokenizers, Datasets, Accelerate, the Model Hub!
Share with your friends who want to learn NLP, it's free!
Come join us at hf.co/course
20
We've heard your requests! Over the past few months ... we've been working on a Hugging Face Course!
The release is imminent. Sign-up for the newsletter to know when it comes out: huggingface.curated.co
Sneak peek; Transfer Learning with @GuggerSylvain:youtube.com/watch?v=BqqfQn…
21
GPT-Neo, the #OpenSource cousin of GPT3, can do practically anything in #NLP from sentiment analysis to writing SQL queries: just tell it what to do, in your own words. 🤯
How does it work? 🧐
Want to try it out? 🎮
👉 huggingface.co/blog/few-shot-…
22
🔥JAX meets Transformers🔥
@GoogleAI's JAX/Flax library can now be used as Transformers' backbone ML library.
JAX/Flax makes distributed training on TPU effortless and highly efficient!
👉 Google Colab: colab.research.google.com/github/hugging…
👉 Runtime evaluation:
github.com/huggingface/tr…
23
🤗 Transformers meets VISION 📸🖼️
v4.6.0 is the first CV dedicated release!
- CLIP @OpenAI, Image-Text similarity or Zero-Shot Image classification
- ViT @GoogleAI, and
- DeiT @FacebookAI, SOTA Image Classification
Try ViT/DeiT on the hub (Mobile too!):
huggingface.co/google/vit-bas…
24
Last week, EleutherAI released two checkpoints for GPT Neo, an *Open Source* replication of OpenAI's GPT-3
These checkpoints, of sizes 1.3B and 2.7B are now available in🤗Transformers!
The generation capabilities are truly🤯, try it now on the Hub: huggingface.co/EleutherAI/gpt…
25
🔥Fine-Tuning @FacebookAI's Wav2Vec2 for Speech Recognition is now possible in Transformers🔥
Not only for English but for 53 Languages🤯
Check out the tutorials:
👉 Train Wav2Vec2 on TIMIT huggingface.co/blog/fine-tune…
👉 Train XLSR-Wav2Vec2 on Common Voice
huggingface.co/blog/fine-tune…
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