Instructions to use urduhack/roberta-urdu-small with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use urduhack/roberta-urdu-small with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("fill-mask", model="urduhack/roberta-urdu-small")# Load model directly from transformers import AutoTokenizer, AutoModelForMaskedLM tokenizer = AutoTokenizer.from_pretrained("urduhack/roberta-urdu-small") model = AutoModelForMaskedLM.from_pretrained("urduhack/roberta-urdu-small") - Notebooks
- Google Colab
- Kaggle
Add link to Neuron-optimized version
Browse files🤖 Neuron Export Bot: Adding link to Neuron-optimized version.
A Neuron-optimized version of this model has been created at [badaoui/urduhack-roberta-urdu-small-neuron](https://huggingface.co/badaoui/urduhack-roberta-urdu-small-neuron).
The optimized version provides improved performance on AWS Inferentia/Trainium instances with pre-compiled artifacts.
Generated by: [badaoui](https://huggingface.co/badaoui)
Generated using: [Optimum Neuron Compiler Space](https://huggingface.co/spaces/optimum/neuron-export)
README.md
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### About Urduhack
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Urduhack is a Natural Language Processing (NLP) library for urdu language.
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Github: https://github.com/urduhack/urduhack
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### About Urduhack
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Urduhack is a Natural Language Processing (NLP) library for urdu language.
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Github: https://github.com/urduhack/urduhack
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## 🚀 AWS Neuron Optimized Version Available
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A Neuron-optimized version of this model is available for improved performance on AWS Inferentia/Trainium instances:
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**[badaoui/urduhack-roberta-urdu-small-neuron](https://huggingface.co/badaoui/urduhack-roberta-urdu-small-neuron)**
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The Neuron-optimized version provides:
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- Pre-compiled artifacts for faster loading
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- Optimized performance on AWS Neuron devices
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- Same model capabilities with improved inference speed
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