tgohblio commited on
Commit
7e3dda2
1 Parent(s): b3ac766

Push Keras model using huggingface_hub.

Browse files
README.md CHANGED
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  ---
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  library_name: keras
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- license: creativeml-openrail-m
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- tags:
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- - stable-diffusion
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- - text-to-image
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- - keras-dreambooth
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- - sci-fi
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- - fantasy
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- pipeline_tag: text-to-image
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  ---
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  ## Model description
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- This is a Keras Dreambooth model fine-tuned to Hogwarts Legacy game characters with custom gears in their outfit, different from base SD model if the prompt is "hogwarts student".
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-
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- <img src="https://s3.amazonaws.com/moonup/production/uploads/6329449376bcaa47f64a2e63/dVjwmPH1HzpIIs6j_vnOR.png" width="538" height="318"/>
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  ## Intended uses & limitations
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- The base prompt is "hogwarts [legacy] student". A slightly better prompt would be "a digital art of a hogwarts [legacy] student in a forest, high quality" with negative prompt "distorted".
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  ## Training and evaluation data
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@@ -51,4 +41,5 @@ The following hyperparameters were used during training:
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  | dynamic | True |
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  | initial_scale | 32768.0 |
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  | dynamic_growth_steps | 2000 |
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- | training_precision | mixed_float16 |
 
 
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  ---
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  library_name: keras
 
 
 
 
 
 
 
 
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  ---
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  ## Model description
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+ More information needed
 
 
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  ## Intended uses & limitations
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+ More information needed
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  ## Training and evaluation data
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  | dynamic | True |
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  | initial_scale | 32768.0 |
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  | dynamic_growth_steps | 2000 |
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+ | training_precision | mixed_float16 |
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+
config.json CHANGED
@@ -1 +1 @@
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- {"name": "diffusion_model_3", "layers": [{"class_name": "InputLayer", "config": {"batch_input_shape": [null, 320], "dtype": "float32", "sparse": false, "ragged": false, "name": "input_14"}, "name": "input_14", "inbound_nodes": []}, {"class_name": "Dense", "config": {"name": "dense_696", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "units": 1280, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "dense_696", "inbound_nodes": [[["input_14", 0, 0, {}]]]}, {"class_name": "InputLayer", "config": {"batch_input_shape": [null, 64, 64, 4], "dtype": "float32", "sparse": false, "ragged": false, "name": "input_15"}, "name": "input_15", "inbound_nodes": []}, {"class_name": "Activation", "config": {"name": "activation_207", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "activation": "swish"}, "name": "activation_207", "inbound_nodes": [[["dense_696", 0, 0, {}]]]}, {"class_name": "PaddedConv2D", "config": {"name": "padded_conv2d_350", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "kernel_size": 3, "padding": 1, "filters": 320}, "name": "padded_conv2d_350", "inbound_nodes": [[["input_15", 0, 0, {}]]]}, {"class_name": "Dense", "config": {"name": "dense_697", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "units": 1280, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "dense_697", "inbound_nodes": [[["activation_207", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_66", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 320}, "name": "res_block_66", "inbound_nodes": [[["padded_conv2d_350", 0, 0, {}], ["dense_697", 0, 0, {}]]]}, {"class_name": "InputLayer", "config": {"batch_input_shape": [null, 77, 768], "dtype": "float32", "sparse": false, "ragged": false, "name": "input_13"}, "name": "input_13", "inbound_nodes": []}, {"class_name": "SpatialTransformer", "config": {"name": "spatial_transformer_48", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "fully_connected": false, "num_heads": 8, "head_size": 40}, "name": "spatial_transformer_48", "inbound_nodes": [[["res_block_66", 0, 0, {}], ["input_13", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_67", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 320}, "name": "res_block_67", "inbound_nodes": [[["spatial_transformer_48", 0, 0, {}], ["dense_697", 0, 0, {}]]]}, {"class_name": "SpatialTransformer", "config": {"name": "spatial_transformer_49", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "fully_connected": false, "num_heads": 8, "head_size": 40}, "name": "spatial_transformer_49", "inbound_nodes": [[["res_block_67", 0, 0, {}], ["input_13", 0, 0, {}]]]}, {"class_name": "PaddedConv2D", "config": {"name": "padded_conv2d_359", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "strides": 2, "padding": 1, "filters": 320, "kernel_size": 3}, "name": "padded_conv2d_359", "inbound_nodes": [[["spatial_transformer_49", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_68", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 640}, "name": "res_block_68", "inbound_nodes": [[["padded_conv2d_359", 0, 0, {}], ["dense_697", 0, 0, {}]]]}, {"class_name": "SpatialTransformer", "config": {"name": "spatial_transformer_50", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "fully_connected": false, "num_heads": 8, "head_size": 80}, "name": "spatial_transformer_50", "inbound_nodes": [[["res_block_68", 0, 0, {}], ["input_13", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_69", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 640}, "name": "res_block_69", "inbound_nodes": [[["spatial_transformer_50", 0, 0, {}], ["dense_697", 0, 0, {}]]]}, {"class_name": "SpatialTransformer", "config": {"name": "spatial_transformer_51", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "fully_connected": false, "num_heads": 8, "head_size": 80}, "name": "spatial_transformer_51", "inbound_nodes": [[["res_block_69", 0, 0, {}], ["input_13", 0, 0, {}]]]}, {"class_name": "PaddedConv2D", "config": {"name": "padded_conv2d_368", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "strides": 2, "padding": 1, "filters": 640, "kernel_size": 3}, "name": "padded_conv2d_368", "inbound_nodes": [[["spatial_transformer_51", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_70", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 1280}, "name": "res_block_70", "inbound_nodes": [[["padded_conv2d_368", 0, 0, {}], ["dense_697", 0, 0, {}]]]}, {"class_name": "SpatialTransformer", "config": {"name": "spatial_transformer_52", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "fully_connected": false, "num_heads": 8, "head_size": 160}, "name": "spatial_transformer_52", "inbound_nodes": [[["res_block_70", 0, 0, {}], ["input_13", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_71", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 1280}, "name": "res_block_71", "inbound_nodes": [[["spatial_transformer_52", 0, 0, {}], ["dense_697", 0, 0, {}]]]}, {"class_name": "SpatialTransformer", "config": {"name": "spatial_transformer_53", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "fully_connected": false, "num_heads": 8, "head_size": 160}, "name": "spatial_transformer_53", "inbound_nodes": [[["res_block_71", 0, 0, {}], ["input_13", 0, 0, {}]]]}, {"class_name": "PaddedConv2D", "config": {"name": "padded_conv2d_377", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "strides": 2, "padding": 1, "filters": 1280, "kernel_size": 3}, "name": "padded_conv2d_377", "inbound_nodes": [[["spatial_transformer_53", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_72", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 1280}, "name": "res_block_72", "inbound_nodes": [[["padded_conv2d_377", 0, 0, {}], ["dense_697", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_73", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 1280}, "name": "res_block_73", "inbound_nodes": [[["res_block_72", 0, 0, {}], ["dense_697", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_74", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 1280}, "name": "res_block_74", "inbound_nodes": [[["res_block_73", 0, 0, {}], ["dense_697", 0, 0, {}]]]}, {"class_name": "SpatialTransformer", "config": {"name": "spatial_transformer_54", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "fully_connected": false, "num_heads": 8, "head_size": 160}, "name": "spatial_transformer_54", "inbound_nodes": [[["res_block_74", 0, 0, {}], ["input_13", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_75", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 1280}, "name": "res_block_75", "inbound_nodes": 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{"name": "res_block_77", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 1280}, "name": "res_block_77", "inbound_nodes": [[["concatenate_37", 0, 0, {}], ["dense_697", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "concatenate_38", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "axis": -1}, "name": "concatenate_38", "inbound_nodes": [[["res_block_77", 0, 0, {}], ["padded_conv2d_377", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_78", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 1280}, "name": "res_block_78", "inbound_nodes": [[["concatenate_38", 0, 0, {}], ["dense_697", 0, 0, {}]]]}, {"class_name": "Upsample", "config": {"name": "upsample_9", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "channels": 1280}, "name": "upsample_9", "inbound_nodes": [[["res_block_78", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "concatenate_39", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "axis": -1}, "name": "concatenate_39", "inbound_nodes": [[["upsample_9", 0, 0, {}], ["spatial_transformer_53", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_79", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 1280}, "name": "res_block_79", "inbound_nodes": [[["concatenate_39", 0, 0, {}], ["dense_697", 0, 0, {}]]]}, {"class_name": "SpatialTransformer", "config": {"name": "spatial_transformer_55", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "fully_connected": false, "num_heads": 8, "head_size": 160}, "name": "spatial_transformer_55", "inbound_nodes": [[["res_block_79", 0, 0, {}], ["input_13", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "concatenate_40", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "axis": -1}, "name": "concatenate_40", "inbound_nodes": [[["spatial_transformer_55", 0, 0, {}], ["spatial_transformer_52", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_80", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 1280}, "name": "res_block_80", "inbound_nodes": [[["concatenate_40", 0, 0, {}], ["dense_697", 0, 0, {}]]]}, {"class_name": "SpatialTransformer", "config": {"name": "spatial_transformer_56", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "fully_connected": false, "num_heads": 8, "head_size": 160}, "name": 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"SpatialTransformer", "config": {"name": "spatial_transformer_58", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "fully_connected": false, "num_heads": 8, "head_size": 80}, "name": "spatial_transformer_58", "inbound_nodes": [[["res_block_82", 0, 0, {}], ["input_13", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "concatenate_43", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "axis": -1}, "name": "concatenate_43", "inbound_nodes": [[["spatial_transformer_58", 0, 0, {}], ["spatial_transformer_50", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_83", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 640}, "name": "res_block_83", "inbound_nodes": [[["concatenate_43", 0, 0, {}], ["dense_697", 0, 0, {}]]]}, {"class_name": "SpatialTransformer", "config": {"name": "spatial_transformer_59", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "fully_connected": false, "num_heads": 8, "head_size": 80}, "name": "spatial_transformer_59", "inbound_nodes": [[["res_block_83", 0, 0, {}], ["input_13", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "concatenate_44", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "axis": -1}, "name": "concatenate_44", "inbound_nodes": [[["spatial_transformer_59", 0, 0, {}], ["padded_conv2d_359", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_84", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 640}, "name": "res_block_84", "inbound_nodes": [[["concatenate_44", 0, 0, {}], ["dense_697", 0, 0, {}]]]}, {"class_name": "SpatialTransformer", "config": {"name": "spatial_transformer_60", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "fully_connected": false, "num_heads": 8, "head_size": 80}, "name": "spatial_transformer_60", "inbound_nodes": [[["res_block_84", 0, 0, {}], ["input_13", 0, 0, {}]]]}, {"class_name": "Upsample", "config": {"name": "upsample_11", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "channels": 640}, "name": "upsample_11", "inbound_nodes": [[["spatial_transformer_60", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "concatenate_45", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "axis": -1}, "name": "concatenate_45", "inbound_nodes": [[["upsample_11", 0, 0, {}], ["spatial_transformer_49", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_85", "trainable": true, "dtype": {"class_name": 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1
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