Instructions to use zeromodels/gemma-4-e2b-it with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Keras
How to use zeromodels/gemma-4-e2b-it with Keras:
# Available backend options are: "jax", "torch", "tensorflow". import os os.environ["KERAS_BACKEND"] = "jax" import keras model = keras.saving.load_model("hf://zeromodels/gemma-4-e2b-it") - Notebooks
- Google Colab
- Kaggle
File size: 411 Bytes
9e2fa61 111d222 9e2fa61 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 | {
"library_name": "zeromodels",
"zeromodels_version": "1.2.1",
"preprocessor_module": "zeromodels.models.gemma4",
"preprocessor_class": "Gemma4ImageProcessor",
"variant": "gemma-4-e2b-it",
"patch_size": 16,
"max_soft_tokens": 280,
"pooling_kernel_size": 3,
"rescale_factor": 0.00392156862745098,
"image_mean": [
0.0,
0.0,
0.0
],
"image_std": [
1.0,
1.0,
1.0
]
} |