We’ve been having so much fun on the road! We’ve had a blast traveling around to discuss #ValueDrivenAI since the launch of the DataRobot Platform 9.0. We’re still on the road through May, be sure to catch us in your city! Check out the Roadshow hub to see dates to register.
AI
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Using AutoModel.from_pretrained for Model Deployment
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… and here is what is needed to use the model! Just call AutoModel.from_pretrained
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Meta releases SAM vision model checkpoints on Hugging Face
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Link to model checkpoints: base model: https://
huggingface.co/facebook/sam-v
it-base
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large model: https://
huggingface.co/facebook/sam-v
it-large
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huge model: https://
huggingface.co/facebook/sam-v
it-huge
… Use them right now on transformers main branch, by installing the library from source -
Segment Anything Model: Bounding boxes to segmentation masks
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Provide a set of bounding boxes or a set 2D points and predict the segmentation mask of the object of interest! Check the detailed notebook here: https://
github.com/huggingface/no
tebooks/blob/main/examples/segment_anything.ipynb
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Automatic Mask Generation Pipeline with Few Lines Code
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All these features with few lines of code!
Here is what is needed now to run the automatic mask generation pipeline -
Automatic mask generation pipeline released by Hugging Face
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Automatic mask generation pipeline! With one line of code predict automatically the segmentation masks of a given image (similar as the examples above) Check out the example notebook: https://
github.com/huggingface/no
tebooks/blob/main/examples/automatic_mask_generation.ipynb
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SAM Meta Segmentation Model Now Available in Transformers
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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: -
SAM Model Documentation and Features Overview
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You can first read more about the model, and learn how to use it on our documentation page: https://
huggingface.co/docs/transform
ers/main/en/model_doc/sam
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Let's check all the features we support below! -
Google DeepMind: Brain and DeepMind Unite as Single Unit
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The phenomenal teams from Google Research’s Brain and @DeepMind have made many of the seminal research advances that underpin modern AI, from Deep RL to Transformers. Now we’re joining forces as a single unit, Google DeepMind, which I’m thrilled to lead! https://
dpmd.ai/announcing-goo
gle-deepmind
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Google DeepMind and Jeff Dean Build AGI for Humanity
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Working with all our fantastic colleagues across Google, we have an opportunity to build AI and ultimately AGI to benefit humanity. Looking forward to working with @JeffDean in his new role as Google's Chief Scientist. And excited for what we create next at Google DeepMind!