Text-to-Image
Diffusers
TensorBoard
Safetensors
StableDiffusionPipeline
stable-diffusion
medical-imaging
chest-xray
generative-model
diffusion
Instructions to use P-RAJIV/cxr_stable_diffusion_v1_5 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use P-RAJIV/cxr_stable_diffusion_v1_5 with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("P-RAJIV/cxr_stable_diffusion_v1_5", dtype=torch.bfloat16, device_map="cuda") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Draw Things
- DiffusionBee
Upload folder using huggingface_hub
Browse filesThis view is limited to 50 files because it contains too many changes. See raw diff
- checkpoint-30000/optimizer.bin +3 -0
- checkpoint-30000/random_states_0.pkl +3 -0
- checkpoint-30000/scaler.pt +3 -0
- checkpoint-30000/scheduler.bin +3 -0
- checkpoint-30000/unet/config.json +68 -0
- checkpoint-30000/unet/diffusion_pytorch_model.safetensors +3 -0
- checkpoint-30000/unet_ema/config.json +75 -0
- checkpoint-30000/unet_ema/diffusion_pytorch_model.safetensors +3 -0
- feature_extractor/preprocessor_config.json +27 -0
- logs/text2image-fine-tune/1773313946.2800422/events.out.tfevents.1773313946.WellsFargo.1767867.1 +3 -0
- logs/text2image-fine-tune/1773313946.281736/hparams.yml +56 -0
- logs/text2image-fine-tune/1773314143.1666863/events.out.tfevents.1773314143.WellsFargo.1775805.1 +3 -0
- logs/text2image-fine-tune/1773314143.1684391/hparams.yml +56 -0
- logs/text2image-fine-tune/1773314385.1689467/events.out.tfevents.1773314385.WellsFargo.1784007.1 +3 -0
- logs/text2image-fine-tune/1773314385.1789281/hparams.yml +56 -0
- logs/text2image-fine-tune/1773314609.096439/events.out.tfevents.1773314609.WellsFargo.1791860.1 +3 -0
- logs/text2image-fine-tune/1773314609.09864/hparams.yml +56 -0
- logs/text2image-fine-tune/1773328547.0271382/events.out.tfevents.1773328547.WellsFargo.2198663.1 +3 -0
- logs/text2image-fine-tune/1773328547.0285063/hparams.yml +56 -0
- logs/text2image-fine-tune/1773341258.0622778/events.out.tfevents.1773341258.WellsFargo.2566051.1 +3 -0
- logs/text2image-fine-tune/1773341258.0645905/hparams.yml +56 -0
- logs/text2image-fine-tune/1773341453.8851287/events.out.tfevents.1773341453.WellsFargo.2572900.1 +3 -0
- logs/text2image-fine-tune/1773341453.8868177/hparams.yml +56 -0
- logs/text2image-fine-tune/1773343021.0437884/events.out.tfevents.1773343021.WellsFargo.2608126.1 +3 -0
- logs/text2image-fine-tune/1773343021.0454438/hparams.yml +56 -0
- logs/text2image-fine-tune/1773961364.019682/events.out.tfevents.1773961364.WellsFargo.1983485.1 +3 -0
- logs/text2image-fine-tune/1773961364.0217724/hparams.yml +56 -0
- logs/text2image-fine-tune/1773962083.1942053/events.out.tfevents.1773962083.WellsFargo.2002346.1 +3 -0
- logs/text2image-fine-tune/1773962083.1961029/hparams.yml +56 -0
- logs/text2image-fine-tune/1774001463.3417916/events.out.tfevents.1774001463.WellsFargo.2847786.1 +3 -0
- logs/text2image-fine-tune/1774001463.3435822/hparams.yml +56 -0
- logs/text2image-fine-tune/1774077639.0161753/events.out.tfevents.1774077639.WellsFargo.1025630.1 +3 -0
- logs/text2image-fine-tune/1774077639.0331078/hparams.yml +56 -0
- logs/text2image-fine-tune/events.out.tfevents.1773313946.WellsFargo.1767867.0 +3 -0
- logs/text2image-fine-tune/events.out.tfevents.1773314143.WellsFargo.1775805.0 +3 -0
- logs/text2image-fine-tune/events.out.tfevents.1773314385.WellsFargo.1784007.0 +3 -0
- logs/text2image-fine-tune/events.out.tfevents.1773314609.WellsFargo.1791860.0 +3 -0
- logs/text2image-fine-tune/events.out.tfevents.1773328547.WellsFargo.2198663.0 +3 -0
- logs/text2image-fine-tune/events.out.tfevents.1773341258.WellsFargo.2566051.0 +3 -0
- logs/text2image-fine-tune/events.out.tfevents.1773341453.WellsFargo.2572900.0 +3 -0
- logs/text2image-fine-tune/events.out.tfevents.1773343021.WellsFargo.2608126.0 +3 -0
- logs/text2image-fine-tune/events.out.tfevents.1773952929.WellsFargo.1798694.0 +0 -0
- logs/text2image-fine-tune/events.out.tfevents.1773961364.WellsFargo.1983485.0 +3 -0
- logs/text2image-fine-tune/events.out.tfevents.1773962083.WellsFargo.2002346.0 +3 -0
- logs/text2image-fine-tune/events.out.tfevents.1774001463.WellsFargo.2847786.0 +3 -0
- logs/text2image-fine-tune/events.out.tfevents.1774077639.WellsFargo.1025630.0 +3 -0
- model_index.json +38 -0
- remove_ckpts.sh +17 -0
- safety_checker/config.json +46 -0
- safety_checker/model.safetensors +3 -0
checkpoint-30000/optimizer.bin
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checkpoint-30000/random_states_0.pkl
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checkpoint-30000/scaler.pt
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checkpoint-30000/scheduler.bin
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checkpoint-30000/unet/config.json
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{
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"_class_name": "UNet2DConditionModel",
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"_diffusers_version": "0.38.0.dev0",
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"_name_or_path": "/data4/scratch/rajiv/sd_v_1_5_mimic/cxr_mimic_sd_v1_5/checkpoint-25000",
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"down_block_types": [
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"CrossAttnDownBlock2D",
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"CrossAttnDownBlock2D",
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"CrossAttnDownBlock2D",
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"DownBlock2D"
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],
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"downsample_padding": 1,
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"dropout": 0.0,
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"dual_cross_attention": false,
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"encoder_hid_dim": null,
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"flip_sin_to_cos": true,
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"freq_shift": 0,
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"in_channels": 4,
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"layers_per_block": 2,
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"mid_block_only_cross_attention": null,
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"mid_block_scale_factor": 1,
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"mid_block_type": "UNetMidBlock2DCrossAttn",
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"norm_eps": 1e-05,
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"norm_num_groups": 32,
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"num_attention_heads": null,
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"num_class_embeds": null,
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"only_cross_attention": false,
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"out_channels": 4,
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"projection_class_embeddings_input_dim": null,
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"resnet_out_scale_factor": 1.0,
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"resnet_skip_time_act": false,
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"resnet_time_scale_shift": "default",
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"reverse_transformer_layers_per_block": null,
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"sample_size": 64,
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"time_cond_proj_dim": null,
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"time_embedding_act_fn": null,
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"time_embedding_dim": null,
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"time_embedding_type": "positional",
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"timestep_post_act": null,
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"transformer_layers_per_block": 1,
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"up_block_types": [
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"UpBlock2D",
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"CrossAttnUpBlock2D",
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"CrossAttnUpBlock2D",
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"CrossAttnUpBlock2D"
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],
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"upcast_attention": false,
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"use_linear_projection": false
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}
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checkpoint-30000/unet/diffusion_pytorch_model.safetensors
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checkpoint-30000/unet_ema/config.json
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{
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"_class_name": "UNet2DConditionModel",
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"_diffusers_version": "0.38.0.dev0",
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"_name_or_path": "stable-diffusion-v1-5/stable-diffusion-v1-5",
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"act_fn": "silu",
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"attention_type": "default",
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"block_out_channels": [
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320,
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640,
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1280,
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1280
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"center_input_sample": false,
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"decay": 0.9999,
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"down_block_types": [
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"CrossAttnDownBlock2D",
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"CrossAttnDownBlock2D",
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"CrossAttnDownBlock2D",
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"DownBlock2D"
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],
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"downsample_padding": 1,
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"dropout": 0.0,
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"dual_cross_attention": false,
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"encoder_hid_dim": null,
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"encoder_hid_dim_type": null,
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"flip_sin_to_cos": true,
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| 37 |
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"freq_shift": 0,
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| 38 |
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"in_channels": 4,
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| 39 |
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"inv_gamma": 1.0,
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"layers_per_block": 2,
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| 41 |
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"mid_block_only_cross_attention": null,
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| 42 |
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"mid_block_scale_factor": 1,
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| 43 |
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"mid_block_type": "UNetMidBlock2DCrossAttn",
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"min_decay": 0.0,
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"norm_eps": 1e-05,
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| 46 |
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"norm_num_groups": 32,
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| 47 |
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"num_attention_heads": null,
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| 48 |
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"num_class_embeds": null,
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"only_cross_attention": false,
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"optimization_step": 30000,
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| 51 |
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"out_channels": 4,
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"power": 0.6666666666666666,
|
| 53 |
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"projection_class_embeddings_input_dim": null,
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| 54 |
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"resnet_out_scale_factor": 1.0,
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| 55 |
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"resnet_skip_time_act": false,
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| 56 |
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"resnet_time_scale_shift": "default",
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| 57 |
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"reverse_transformer_layers_per_block": null,
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| 58 |
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"sample_size": 64,
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| 59 |
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"time_cond_proj_dim": null,
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"time_embedding_act_fn": null,
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| 61 |
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"time_embedding_dim": null,
|
| 62 |
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"time_embedding_type": "positional",
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| 63 |
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"timestep_post_act": null,
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| 64 |
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"transformer_layers_per_block": 1,
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"up_block_types": [
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"UpBlock2D",
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"CrossAttnUpBlock2D",
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| 68 |
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"CrossAttnUpBlock2D",
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"CrossAttnUpBlock2D"
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],
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| 71 |
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"upcast_attention": false,
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| 72 |
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"update_after_step": 0,
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| 73 |
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"use_ema_warmup": false,
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| 74 |
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"use_linear_projection": false
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}
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checkpoint-30000/unet_ema/diffusion_pytorch_model.safetensors
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size 3438167536
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feature_extractor/preprocessor_config.json
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{
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"crop_size": {
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"height": 224,
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"width": 224
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},
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"do_center_crop": true,
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"do_convert_rgb": true,
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"do_normalize": true,
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"do_rescale": true,
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"do_resize": true,
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logs/text2image-fine-tune/events.out.tfevents.1773952929.WellsFargo.1798694.0
ADDED
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logs/text2image-fine-tune/events.out.tfevents.1773961364.WellsFargo.1983485.0
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logs/text2image-fine-tune/events.out.tfevents.1773962083.WellsFargo.2002346.0
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logs/text2image-fine-tune/events.out.tfevents.1774001463.WellsFargo.2847786.0
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logs/text2image-fine-tune/events.out.tfevents.1774077639.WellsFargo.1025630.0
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model_index.json
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{
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| 2 |
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"_class_name": "StableDiffusionPipeline",
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| 3 |
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"_diffusers_version": "0.38.0.dev0",
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| 4 |
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"_name_or_path": "stable-diffusion-v1-5/stable-diffusion-v1-5",
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| 5 |
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"feature_extractor": [
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"transformers",
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| 7 |
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"CLIPImageProcessor"
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],
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| 9 |
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"image_encoder": [
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| 10 |
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null,
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| 11 |
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null
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+
],
|
| 13 |
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"requires_safety_checker": true,
|
| 14 |
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"safety_checker": [
|
| 15 |
+
"stable_diffusion",
|
| 16 |
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"StableDiffusionSafetyChecker"
|
| 17 |
+
],
|
| 18 |
+
"scheduler": [
|
| 19 |
+
"diffusers",
|
| 20 |
+
"PNDMScheduler"
|
| 21 |
+
],
|
| 22 |
+
"text_encoder": [
|
| 23 |
+
"transformers",
|
| 24 |
+
"CLIPTextModel"
|
| 25 |
+
],
|
| 26 |
+
"tokenizer": [
|
| 27 |
+
"transformers",
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| 28 |
+
"CLIPTokenizer"
|
| 29 |
+
],
|
| 30 |
+
"unet": [
|
| 31 |
+
"diffusers",
|
| 32 |
+
"UNet2DConditionModel"
|
| 33 |
+
],
|
| 34 |
+
"vae": [
|
| 35 |
+
"diffusers",
|
| 36 |
+
"AutoencoderKL"
|
| 37 |
+
]
|
| 38 |
+
}
|
remove_ckpts.sh
ADDED
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| 1 |
+
rm -rf checkpoint-500
|
| 2 |
+
rm -rf checkpoint-2000
|
| 3 |
+
rm -rf checkpoint-2500
|
| 4 |
+
rm -rf checkpoint-3000
|
| 5 |
+
rm -rf checkpoint-3500
|
| 6 |
+
rm -rf checkpoint-4000
|
| 7 |
+
rm -rf checkpoint-4500
|
| 8 |
+
rm -rf checkpoint-5000
|
| 9 |
+
rm -rf checkpoint-5500
|
| 10 |
+
rm -rf checkpoint-6000
|
| 11 |
+
rm -rf checkpoint-6500
|
| 12 |
+
rm -rf checkpoint-7000
|
| 13 |
+
rm -rf checkpoint-7500
|
| 14 |
+
rm -rf checkpoint-8000
|
| 15 |
+
rm -rf checkpoint-8500
|
| 16 |
+
rm -rf checkpoint-9000
|
| 17 |
+
rm -rf checkpoint-9500
|
safety_checker/config.json
ADDED
|
@@ -0,0 +1,46 @@
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|
| 1 |
+
{
|
| 2 |
+
"architectures": [
|
| 3 |
+
"StableDiffusionSafetyChecker"
|
| 4 |
+
],
|
| 5 |
+
"dtype": "float32",
|
| 6 |
+
"initializer_factor": 1.0,
|
| 7 |
+
"logit_scale_init_value": 2.6592,
|
| 8 |
+
"model_type": "clip",
|
| 9 |
+
"projection_dim": 768,
|
| 10 |
+
"text_config": {
|
| 11 |
+
"attention_dropout": 0.0,
|
| 12 |
+
"dropout": 0.0,
|
| 13 |
+
"dtype": "float32",
|
| 14 |
+
"hidden_act": "quick_gelu",
|
| 15 |
+
"hidden_size": 768,
|
| 16 |
+
"initializer_factor": 1.0,
|
| 17 |
+
"initializer_range": 0.02,
|
| 18 |
+
"intermediate_size": 3072,
|
| 19 |
+
"layer_norm_eps": 1e-05,
|
| 20 |
+
"max_position_embeddings": 77,
|
| 21 |
+
"model_type": "clip_text_model",
|
| 22 |
+
"num_attention_heads": 12,
|
| 23 |
+
"num_hidden_layers": 12,
|
| 24 |
+
"projection_dim": 512,
|
| 25 |
+
"vocab_size": 49408
|
| 26 |
+
},
|
| 27 |
+
"transformers_version": "4.56.1",
|
| 28 |
+
"vision_config": {
|
| 29 |
+
"attention_dropout": 0.0,
|
| 30 |
+
"dropout": 0.0,
|
| 31 |
+
"dtype": "float32",
|
| 32 |
+
"hidden_act": "quick_gelu",
|
| 33 |
+
"hidden_size": 1024,
|
| 34 |
+
"image_size": 224,
|
| 35 |
+
"initializer_factor": 1.0,
|
| 36 |
+
"initializer_range": 0.02,
|
| 37 |
+
"intermediate_size": 4096,
|
| 38 |
+
"layer_norm_eps": 1e-05,
|
| 39 |
+
"model_type": "clip_vision_model",
|
| 40 |
+
"num_attention_heads": 16,
|
| 41 |
+
"num_channels": 3,
|
| 42 |
+
"num_hidden_layers": 24,
|
| 43 |
+
"patch_size": 14,
|
| 44 |
+
"projection_dim": 512
|
| 45 |
+
}
|
| 46 |
+
}
|
safety_checker/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:fb351a5ded815c3ff744968ad9c6b218d071b9d313d04f35e813b84b4c0ffde8
|
| 3 |
+
size 1215979664
|