26
🔥We're launching the new huggingface.co and it's incredible
🚀Play live with +10 billion parameters models, deploy them instantly in production with our hosted API, join the 500 organizations using our hub to host/share models & datasets
And one more thing... 👇
27
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
28
Transformers v3.1.0 is out, first pypi release with 💫 PEGASUS, DPR, mBART 💫
📖 New & simpler docs and tutorials
🎤 Dialogue & zero-shot pipelines
⭐️ New encoder-decoder architectures: Bert2GPT2, Roberta2Roberta, Longformer2Roberta, ...
📕 Named outputs:
29
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…
30
🔥Transformers' first-ever end-2-end multimodal demo was just released, leveraging LXMERT, SOTA model for visual Q&A!
Model by @HaoTan5, @mohitban47, with an impressive implementation in Transformers by @avalmendoz (@uncnlp)
Notebook available here: colab.research.google.com/drive/18TyuMfZ… 🤗
31
🖌️ 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 👇
32
The new SOTA is in Transformers! DeBERTa-v2 beats the human baseline on SuperGLUE and up to a crazy 91.7% dev accuracy on MNLI task.
Beats T5 while 10x smaller!
DeBERTa-v2 contributed by @Pengcheng2020 from @MSFTResearch
Try it directly on the hub: huggingface.co/microsoft/debe…
33
🔥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…
34
💫 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
35
Our API now includes a brand new pipeline: zero-shot text classification
This feature lets you classify sequences into the specified class names out-of-the-box w/o any additional training in a few lines of code! 🚀
Try it out (and share screenshots 📷): huggingface.co/facebook/bart-…
36
🤗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!
37
🚨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-…
38
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")!
The AI community building the future.
#BlackLivesMatter #stopasianhate