So if you have a set of structured data features that you want to process, and it includes a text paragraph, you just need 2 additional lines to say "I want to embed this paragraph with a pretrained Bert and concatenate the embeddings to the rest of my encoded features"
OPEN SOURCE
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BertBackbone and FeatureSpace Integration for Text and Structured Data
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Take the new BertBackone in KerasNLP. You can use it to embed a text paragraph in 2 lines of code. And take the new FeatureSpace utility for structured data processing… You can use them together — if your data includes a text paragraph, you can use BertBackone *in* the FS
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Keras Downloads Reach Record Highs After Eight Years
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Keras downloads — making new highs regularly for nearly 8 years
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TensorFlow Usage Exceeds PyTorch by 1.5x According to Metrics
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Every metric (downloads, StackOverflow, GCP usage, etc.) + large-scale user surveys (the SO survey, the Kaggle survey) shows TF/Keras usage is >1.5x that of PT. Just saying. LeCun loves to send press releases to journalists saying "TF is dead!" but that doesn't make it true.
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Keras reaches record single-day download count of 447,000
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On Thursday, Keras had its highest single-day download count so far (447,000 downloads in a day).
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Keras Reaches 2.5 Million Users After 8 Years of Growth
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Kind of insane that I've been working on Keras for nearly 8 years and it's still growing at ~30% per year. Never thought it would ever get to 1M users, much less the ~2.5M users we have currently (and growing)
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LangChain v0.0.63 Releases Enhanced Parameters and Custom Prompts
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v0.0.63 Expose more @serp_api parameters – h/t @kweyamba_ai
Custom prompts for LLMBash, API, and QAEval chains – @nickscamara_ Francisco Ingham
Improved css on docs site – h/t Albert Avetisian -
Python Programming Shared by Developer Community
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Super interesting python
No words! thanks for sharing this -
YOLOv8 AI Solution for Object Detection and Segmentation
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Don't miss out on this game-changing AI solution. Get your hands on @ultralytics YOLOv8 now and experience the future of object detection, classification, and segmentation. https://
ultralytics.com/yolov8 -
YOLOv8 Community Platform Supports Any YOLO Architecture
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And the best part? YOLOv8 is a platform built for the community. It is your singular destination for whichever model fits your needs and is designed to support any YOLO architecture, not just v8.