Instructions to use zeromodels/metaclip2_worldwide_m16_224 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- ZeroModels
How to use zeromodels/metaclip2_worldwide_m16_224 with ZeroModels:
# No code snippets available yet for this library. # To use this model, check the repository files and the library's documentation. # Want to help? PRs adding snippets are welcome at: # https://github.com/huggingface/huggingface.js
- Keras
How to use zeromodels/metaclip2_worldwide_m16_224 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/metaclip2_worldwide_m16_224") - Notebooks
- Google Colab
- Kaggle
| { | |
| "metadata": { | |
| "total_size": 2153410580.25 | |
| }, | |
| "weight_map": { | |
| "/layers/conv2d/vars": "model_00000.weights.h5", | |
| "/layers/clip_text_model_embedding/position_embedding/vars": "model_00000.weights.h5", | |
| "/layers/clip_text_model_embedding/token_embedding/vars": "model_00000.weights.h5", | |
| "/layers/clip_vision_model_embedding/vars": "model_00000.weights.h5", | |
| "/layers/clip_vision_model_embedding/position_embs/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/layer_normalization/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/layer_normalization_1/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/clip_attention/k_proj/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/clip_attention/out_proj/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/clip_attention/q_proj/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/clip_attention/v_proj/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/layer_normalization_2/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/clip_attention_1/k_proj/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/clip_attention_1/out_proj/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/clip_attention_1/q_proj/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/clip_attention_1/v_proj/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/layer_normalization_3/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/dense/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/layer_normalization_4/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/dense_1/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/dense_2/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/dense_3/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/layer_normalization_5/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/clip_attention_2/k_proj/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/clip_attention_2/out_proj/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/clip_attention_2/q_proj/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/clip_attention_2/v_proj/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/layer_normalization_6/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/clip_attention_3/k_proj/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/clip_attention_3/out_proj/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/clip_attention_3/q_proj/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/clip_attention_3/v_proj/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/layer_normalization_7/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/dense_4/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/layer_normalization_8/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/dense_5/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/dense_6/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/dense_7/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/layer_normalization_9/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/clip_attention_4/k_proj/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/clip_attention_4/out_proj/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/clip_attention_4/q_proj/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/clip_attention_4/v_proj/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/layer_normalization_10/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/clip_attention_5/k_proj/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/clip_attention_5/out_proj/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/clip_attention_5/q_proj/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/clip_attention_5/v_proj/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/layer_normalization_11/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/dense_8/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/layer_normalization_12/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/dense_9/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/dense_10/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/dense_11/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/layer_normalization_13/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/clip_attention_6/k_proj/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/clip_attention_6/out_proj/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/clip_attention_6/q_proj/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/clip_attention_6/v_proj/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/layer_normalization_14/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/clip_attention_7/k_proj/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/clip_attention_7/out_proj/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/clip_attention_7/q_proj/vars": [ | |
| "model_00000.weights.h5" | |
| ], | |
| "/layers/clip_attention_7/v_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/layer_normalization_15/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/dense_12/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/layer_normalization_16/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/dense_13/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/dense_14/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/dense_15/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/layer_normalization_17/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_8/k_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_8/out_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_8/q_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_8/v_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/layer_normalization_18/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_9/k_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_9/out_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_9/q_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_9/v_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/layer_normalization_19/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/dense_16/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/layer_normalization_20/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/dense_17/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/dense_18/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/dense_19/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/layer_normalization_21/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_10/k_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_10/out_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_10/q_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_10/v_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/layer_normalization_22/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_11/k_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_11/out_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_11/q_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_11/v_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/layer_normalization_23/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/dense_20/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/layer_normalization_24/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/dense_21/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/dense_22/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/dense_23/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/layer_normalization_25/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_12/k_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_12/out_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_12/q_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_12/v_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/layer_normalization_26/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_13/k_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_13/out_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_13/q_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_13/v_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/layer_normalization_27/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/dense_24/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/layer_normalization_28/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/dense_25/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/dense_26/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/dense_27/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/layer_normalization_29/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_14/k_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_14/out_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_14/q_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_14/v_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/layer_normalization_30/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_15/k_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_15/out_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_15/q_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_15/v_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/layer_normalization_31/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/dense_28/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/layer_normalization_32/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/dense_29/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/dense_30/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/dense_31/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/layer_normalization_33/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_16/k_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_16/out_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_16/q_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_16/v_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/layer_normalization_34/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_17/k_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_17/out_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_17/q_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_17/v_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/layer_normalization_35/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/dense_32/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/layer_normalization_36/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/dense_33/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/dense_34/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/dense_35/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/layer_normalization_37/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_18/k_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_18/out_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_18/q_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_18/v_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/layer_normalization_38/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_19/k_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_19/out_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_19/q_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_19/v_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/layer_normalization_39/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/dense_36/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/layer_normalization_40/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/dense_37/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/dense_38/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/dense_39/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/layer_normalization_41/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_20/k_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_20/out_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_20/q_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_20/v_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/layer_normalization_42/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_21/k_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_21/out_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_21/q_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_21/v_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/layer_normalization_43/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/dense_40/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/layer_normalization_44/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/dense_41/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/dense_42/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/dense_43/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/layer_normalization_45/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_22/k_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_22/out_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_22/q_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_22/v_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/layer_normalization_46/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_23/k_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_23/out_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_23/q_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/clip_attention_23/v_proj/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/layer_normalization_47/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/dense_44/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/layer_normalization_48/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/dense_45/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/dense_46/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/dense_47/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/layer_normalization_49/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/layer_normalization_50/vars": [ | |
| "model_00001.weights.h5" | |
| ], | |
| "/layers/dense_48/vars": "model_00001.weights.h5", | |
| "/layers/dense_49/vars": "model_00001.weights.h5", | |
| "/layers/clip_logit_scale/vars": "model_00001.weights.h5" | |
| } | |
| } |