Image-Text-to-Text
Keras
PyTorch
JAX
TensorFlow
English
zeromodels
gemma3n
gemma-3n
audio-text-to-text
multimodal
Instructions to use zeromodels/gemma-3n-e2b with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Keras
How to use zeromodels/gemma-3n-e2b 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-3n-e2b") - Notebooks
- Google Colab
- Kaggle
Migrate to zeromodels (rename kf_*.json -> zm_*.json, fix refs in config + README, ensure tag + badge)
ce54546 verified | { | |
| "library_name": "zeromodels", | |
| "zeromodels_version": "1.2.1", | |
| "preprocessor_module": "zeromodels.models.gemma3n", | |
| "preprocessor_class": "Gemma3nImageProcessor", | |
| "variant": "gemma-3n-e2b", | |
| "size": 768, | |
| "rescale_factor": 0.00392156862745098, | |
| "image_mean": [ | |
| 0.5, | |
| 0.5, | |
| 0.5 | |
| ], | |
| "image_std": [ | |
| 0.5, | |
| 0.5, | |
| 0.5 | |
| ] | |
| } |