Instructions to use zeromodels/convnextv2_tiny_fcmae_ft_in1k with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- ZeroModels
How to use zeromodels/convnextv2_tiny_fcmae_ft_in1k 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/convnextv2_tiny_fcmae_ft_in1k") - Keras
How to use zeromodels/convnextv2_tiny_fcmae_ft_in1k 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/convnextv2_tiny_fcmae_ft_in1k") - Notebooks
- Google Colab
- Kaggle
Commit History
-
Upload README.md with huggingface_hub
Verified signature34c9e5c -
Upload zm_preprocessor.json with huggingface_hub
Verified signatureb7925b2
-
Fix Collection badge link to the current zeromodels collection slug
Verified signaturecc0912a -
Migrate to zeromodels (rename kf_*.json -> zm_*.json, fix refs in config + README, ensure tag + badge)
Verified signature2d9995e
-
Upgrade kf_config.json to v2 (nested config + weight_dtype)
Verified signature9456b01 -
Upgrade kf_config.json to v2 (nested config + dtype)
Verified signature5fe1bdf
-
fix readme.md
Verified signatureb8bfb78
-
Upload kf_config.json with huggingface_hub
Verified signature7f7e4f7
-
Upload README.md with huggingface_hub
Verified signature4959c8b -
Upload README.md with huggingface_hub
Verified signature81968c5
-
Upload folder using huggingface_hub
Verified signatured3fd9a1 -
initial commit
Verified signature235c2ab