Instructions to use zeromodels/deberta_base with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- ZeroModels
How to use zeromodels/deberta_base with ZeroModels:
# pip install -U zeromodels # ZeroModels is pure Keras 3, so pick a backend: "jax", "torch" or "tensorflow". import os os.environ["KERAS_BACKEND"] = "jax" from zeromodels import AutoZModel # AutoZModel reads the repo's model_type and loads the matching class. # For a task head use the matching loader, e.g. AutoZMImageClassify / AutoZMDetect / # AutoZMSemanticSegment / AutoZMTextGenerate (see zeromodels.auto). model = AutoZModel.from_weights("zeromodels/deberta_base") - Keras
How to use zeromodels/deberta_base with Keras:
# !pip install -U keras tensorflow huggingface_hub # Keras needs TensorFlow installed to read "hf://" paths, so the tensorflow backend is selected here; # "jax" and "torch" also work for computation once TensorFlow is installed. import os os.environ["KERAS_BACKEND"] = "tensorflow" import keras model = keras.saving.load_model("hf://zeromodels/deberta_base") - Notebooks
- Google Colab
- Kaggle
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## ***See [our collection](https://huggingface.co/collections/zeromodels/deberta-v1-v2-v3-
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# Run DeBERTa with Keras 3: JAX, PyTorch, or TensorFlow
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[](https://github.com/IMvision12/ZeroModels) [](https://imvision12.github.io/ZeroModels/deberta/) [](https://huggingface.co/collections/zeromodels/deberta-v1-v2-v3-
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# zeromodels/deberta_base
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- tf
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## ***See [our collection](https://huggingface.co/collections/zeromodels/deberta-v1-v2-v3-6a8eae49464403784b9d6cd0) for all versions of DeBERTa (v1 / v2 / v3).***
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# Run DeBERTa with Keras 3: JAX, PyTorch, or TensorFlow
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[](https://github.com/IMvision12/ZeroModels) [](https://imvision12.github.io/ZeroModels/deberta/) [](https://huggingface.co/collections/zeromodels/deberta-v1-v2-v3-6a8eae49464403784b9d6cd0)
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# zeromodels/deberta_base
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