End of training
Browse files- .gitattributes +3 -0
- README.md +47 -0
- checkpoint-10000/controlnet/config.json +51 -0
- checkpoint-10000/controlnet/diffusion_pytorch_model.safetensors +3 -0
- checkpoint-10000/optimizer.bin +3 -0
- checkpoint-10000/random_states_0.pkl +3 -0
- checkpoint-10000/scheduler.bin +3 -0
- checkpoint-15000/controlnet/config.json +51 -0
- checkpoint-15000/controlnet/diffusion_pytorch_model.safetensors +3 -0
- checkpoint-15000/optimizer.bin +3 -0
- checkpoint-15000/random_states_0.pkl +3 -0
- checkpoint-15000/scheduler.bin +3 -0
- checkpoint-5000/controlnet/config.json +51 -0
- checkpoint-5000/controlnet/diffusion_pytorch_model.safetensors +3 -0
- checkpoint-5000/optimizer.bin +3 -0
- checkpoint-5000/random_states_0.pkl +3 -0
- checkpoint-5000/scheduler.bin +3 -0
- config.json +51 -0
- diffusion_pytorch_model.safetensors +3 -0
- image_control.png +0 -0
- images_0.png +3 -0
- images_1.png +3 -0
- images_2.png +3 -0
- logs/control_cityscapes_training3/1761166466.593695/events.out.tfevents.1761166466.RoboJardineiroAeD.2350610.1 +3 -0
- logs/control_cityscapes_training3/1761166466.594341/hparams.yml +50 -0
- logs/control_cityscapes_training3/events.out.tfevents.1761166466.RoboJardineiroAeD.2350610.0 +3 -0
.gitattributes
CHANGED
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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images_0.png filter=lfs diff=lfs merge=lfs -text
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images_1.png filter=lfs diff=lfs merge=lfs -text
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images_2.png filter=lfs diff=lfs merge=lfs -text
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README.md
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+
---
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| 2 |
+
base_model: runwayml/stable-diffusion-v1-5
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| 3 |
+
library_name: diffusers
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| 4 |
+
license: creativeml-openrail-m
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| 5 |
+
inference: true
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| 6 |
+
tags:
|
| 7 |
+
- stable-diffusion
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| 8 |
+
- stable-diffusion-diffusers
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| 9 |
+
- text-to-image
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| 10 |
+
- diffusers
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| 11 |
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- controlnet
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| 12 |
+
- diffusers-training
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| 13 |
+
---
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| 14 |
+
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| 15 |
+
<!-- This model card has been generated automatically according to the information the training script had access to. You
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| 16 |
+
should probably proofread and complete it, then remove this comment. -->
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| 17 |
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| 18 |
+
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| 19 |
+
# controlnet-JoseGR1702/control_cityscapes_training3
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| 20 |
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| 21 |
+
These are controlnet weights trained on runwayml/stable-diffusion-v1-5 with new type of conditioning.
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| 22 |
+
You can find some example images below.
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| 23 |
+
|
| 24 |
+
prompt: A high-resolution, photorealistic, street-level view of an urban driving scene.
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| 25 |
+

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| 26 |
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prompt: A high-resolution, photorealistic, street-level view of an urban driving scene.
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| 27 |
+

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| 28 |
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prompt: A high-resolution, photorealistic, street-level view of an urban driving scene.
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| 29 |
+

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| 30 |
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+
## Intended uses & limitations
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| 34 |
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| 35 |
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#### How to use
|
| 36 |
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|
| 37 |
+
```python
|
| 38 |
+
# TODO: add an example code snippet for running this diffusion pipeline
|
| 39 |
+
```
|
| 40 |
+
|
| 41 |
+
#### Limitations and bias
|
| 42 |
+
|
| 43 |
+
[TODO: provide examples of latent issues and potential remediations]
|
| 44 |
+
|
| 45 |
+
## Training details
|
| 46 |
+
|
| 47 |
+
[TODO: describe the data used to train the model]
|
checkpoint-10000/controlnet/config.json
ADDED
|
@@ -0,0 +1,51 @@
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{
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| 2 |
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"_class_name": "ControlNetModel",
|
| 3 |
+
"_diffusers_version": "0.36.0.dev0",
|
| 4 |
+
"act_fn": "silu",
|
| 5 |
+
"addition_embed_type": null,
|
| 6 |
+
"addition_embed_type_num_heads": 64,
|
| 7 |
+
"addition_time_embed_dim": null,
|
| 8 |
+
"attention_head_dim": 8,
|
| 9 |
+
"block_out_channels": [
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| 10 |
+
320,
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| 11 |
+
640,
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| 12 |
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1280,
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| 13 |
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1280
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| 14 |
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],
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| 15 |
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"class_embed_type": null,
|
| 16 |
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"conditioning_channels": 3,
|
| 17 |
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"conditioning_embedding_out_channels": [
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| 18 |
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16,
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32,
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| 20 |
+
96,
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| 21 |
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256
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| 22 |
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],
|
| 23 |
+
"controlnet_conditioning_channel_order": "rgb",
|
| 24 |
+
"cross_attention_dim": 768,
|
| 25 |
+
"down_block_types": [
|
| 26 |
+
"CrossAttnDownBlock2D",
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| 27 |
+
"CrossAttnDownBlock2D",
|
| 28 |
+
"CrossAttnDownBlock2D",
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| 29 |
+
"DownBlock2D"
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| 30 |
+
],
|
| 31 |
+
"downsample_padding": 1,
|
| 32 |
+
"encoder_hid_dim": null,
|
| 33 |
+
"encoder_hid_dim_type": null,
|
| 34 |
+
"flip_sin_to_cos": true,
|
| 35 |
+
"freq_shift": 0,
|
| 36 |
+
"global_pool_conditions": false,
|
| 37 |
+
"in_channels": 4,
|
| 38 |
+
"layers_per_block": 2,
|
| 39 |
+
"mid_block_scale_factor": 1,
|
| 40 |
+
"mid_block_type": "UNetMidBlock2DCrossAttn",
|
| 41 |
+
"norm_eps": 1e-05,
|
| 42 |
+
"norm_num_groups": 32,
|
| 43 |
+
"num_attention_heads": null,
|
| 44 |
+
"num_class_embeds": null,
|
| 45 |
+
"only_cross_attention": false,
|
| 46 |
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"projection_class_embeddings_input_dim": null,
|
| 47 |
+
"resnet_time_scale_shift": "default",
|
| 48 |
+
"transformer_layers_per_block": 1,
|
| 49 |
+
"upcast_attention": false,
|
| 50 |
+
"use_linear_projection": false
|
| 51 |
+
}
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checkpoint-10000/controlnet/diffusion_pytorch_model.safetensors
ADDED
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version https://git-lfs.github.com/spec/v1
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size 1445157120
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checkpoint-10000/optimizer.bin
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checkpoint-10000/random_states_0.pkl
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checkpoint-10000/scheduler.bin
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checkpoint-15000/controlnet/config.json
ADDED
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{
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| 2 |
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"_class_name": "ControlNetModel",
|
| 3 |
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"_diffusers_version": "0.36.0.dev0",
|
| 4 |
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"act_fn": "silu",
|
| 5 |
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"addition_embed_type": null,
|
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"addition_embed_type_num_heads": 64,
|
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"addition_time_embed_dim": null,
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"attention_head_dim": 8,
|
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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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| 13 |
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1280
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],
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"class_embed_type": null,
|
| 16 |
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"conditioning_channels": 3,
|
| 17 |
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"conditioning_embedding_out_channels": [
|
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| 19 |
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32,
|
| 20 |
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96,
|
| 21 |
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256
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| 22 |
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],
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| 23 |
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"controlnet_conditioning_channel_order": "rgb",
|
| 24 |
+
"cross_attention_dim": 768,
|
| 25 |
+
"down_block_types": [
|
| 26 |
+
"CrossAttnDownBlock2D",
|
| 27 |
+
"CrossAttnDownBlock2D",
|
| 28 |
+
"CrossAttnDownBlock2D",
|
| 29 |
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"DownBlock2D"
|
| 30 |
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],
|
| 31 |
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"downsample_padding": 1,
|
| 32 |
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"encoder_hid_dim": null,
|
| 33 |
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"encoder_hid_dim_type": null,
|
| 34 |
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"flip_sin_to_cos": true,
|
| 35 |
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"freq_shift": 0,
|
| 36 |
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"global_pool_conditions": false,
|
| 37 |
+
"in_channels": 4,
|
| 38 |
+
"layers_per_block": 2,
|
| 39 |
+
"mid_block_scale_factor": 1,
|
| 40 |
+
"mid_block_type": "UNetMidBlock2DCrossAttn",
|
| 41 |
+
"norm_eps": 1e-05,
|
| 42 |
+
"norm_num_groups": 32,
|
| 43 |
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"num_attention_heads": null,
|
| 44 |
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"num_class_embeds": null,
|
| 45 |
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"only_cross_attention": false,
|
| 46 |
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"projection_class_embeddings_input_dim": null,
|
| 47 |
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"resnet_time_scale_shift": "default",
|
| 48 |
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"transformer_layers_per_block": 1,
|
| 49 |
+
"upcast_attention": false,
|
| 50 |
+
"use_linear_projection": false
|
| 51 |
+
}
|
checkpoint-15000/controlnet/diffusion_pytorch_model.safetensors
ADDED
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version https://git-lfs.github.com/spec/v1
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size 1445157120
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checkpoint-15000/optimizer.bin
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version https://git-lfs.github.com/spec/v1
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checkpoint-15000/random_states_0.pkl
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@@ -0,0 +1,3 @@
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| 1 |
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checkpoint-15000/scheduler.bin
ADDED
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@@ -0,0 +1,3 @@
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| 1 |
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size 1401
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checkpoint-5000/controlnet/config.json
ADDED
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@@ -0,0 +1,51 @@
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{
|
| 2 |
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"_class_name": "ControlNetModel",
|
| 3 |
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"_diffusers_version": "0.36.0.dev0",
|
| 4 |
+
"act_fn": "silu",
|
| 5 |
+
"addition_embed_type": null,
|
| 6 |
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"addition_embed_type_num_heads": 64,
|
| 7 |
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"addition_time_embed_dim": null,
|
| 8 |
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"attention_head_dim": 8,
|
| 9 |
+
"block_out_channels": [
|
| 10 |
+
320,
|
| 11 |
+
640,
|
| 12 |
+
1280,
|
| 13 |
+
1280
|
| 14 |
+
],
|
| 15 |
+
"class_embed_type": null,
|
| 16 |
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"conditioning_channels": 3,
|
| 17 |
+
"conditioning_embedding_out_channels": [
|
| 18 |
+
16,
|
| 19 |
+
32,
|
| 20 |
+
96,
|
| 21 |
+
256
|
| 22 |
+
],
|
| 23 |
+
"controlnet_conditioning_channel_order": "rgb",
|
| 24 |
+
"cross_attention_dim": 768,
|
| 25 |
+
"down_block_types": [
|
| 26 |
+
"CrossAttnDownBlock2D",
|
| 27 |
+
"CrossAttnDownBlock2D",
|
| 28 |
+
"CrossAttnDownBlock2D",
|
| 29 |
+
"DownBlock2D"
|
| 30 |
+
],
|
| 31 |
+
"downsample_padding": 1,
|
| 32 |
+
"encoder_hid_dim": null,
|
| 33 |
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"encoder_hid_dim_type": null,
|
| 34 |
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"flip_sin_to_cos": true,
|
| 35 |
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"freq_shift": 0,
|
| 36 |
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"global_pool_conditions": false,
|
| 37 |
+
"in_channels": 4,
|
| 38 |
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"layers_per_block": 2,
|
| 39 |
+
"mid_block_scale_factor": 1,
|
| 40 |
+
"mid_block_type": "UNetMidBlock2DCrossAttn",
|
| 41 |
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"norm_eps": 1e-05,
|
| 42 |
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"norm_num_groups": 32,
|
| 43 |
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"num_attention_heads": null,
|
| 44 |
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|
| 45 |
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|
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|
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diffusion_pytorch_model.safetensors
ADDED
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image_control.png
ADDED
|
images_0.png
ADDED
|
Git LFS Details
|
images_1.png
ADDED
|
Git LFS Details
|
images_2.png
ADDED
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Git LFS Details
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logs/control_cityscapes_training3/1761166466.593695/events.out.tfevents.1761166466.RoboJardineiroAeD.2350610.1
ADDED
|
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ADDED
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|
| 1 |
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adam_beta1: 0.9
|
| 2 |
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adam_beta2: 0.999
|
| 3 |
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adam_epsilon: 1.0e-08
|
| 4 |
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adam_weight_decay: 0.01
|
| 5 |
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allow_tf32: false
|
| 6 |
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cache_dir: null
|
| 7 |
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caption_column: caption
|
| 8 |
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checkpointing_steps: 5000
|
| 9 |
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checkpoints_total_limit: null
|
| 10 |
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conditioning_image_column: human_vehicle_mask
|
| 11 |
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controlnet_model_name_or_path: null
|
| 12 |
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dataloader_num_workers: 0
|
| 13 |
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dataset_config_name: null
|
| 14 |
+
dataset_name: JoseGR1702/cityscapes-human-vehicle
|
| 15 |
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enable_xformers_memory_efficient_attention: false
|
| 16 |
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gradient_accumulation_steps: 1
|
| 17 |
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gradient_checkpointing: false
|
| 18 |
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hub_model_id: null
|
| 19 |
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hub_token: null
|
| 20 |
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image_column: image
|
| 21 |
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learning_rate: 1.0e-05
|
| 22 |
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logging_dir: logs
|
| 23 |
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lr_num_cycles: 1
|
| 24 |
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lr_power: 1.0
|
| 25 |
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lr_scheduler: constant
|
| 26 |
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lr_warmup_steps: 500
|
| 27 |
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max_grad_norm: 1.0
|
| 28 |
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max_train_samples: null
|
| 29 |
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max_train_steps: 17790
|
| 30 |
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mixed_precision: null
|
| 31 |
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num_train_epochs: 30
|
| 32 |
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num_validation_images: 4
|
| 33 |
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output_dir: control_cityscapes_training3
|
| 34 |
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pretrained_model_name_or_path: runwayml/stable-diffusion-v1-5
|
| 35 |
+
proportion_empty_prompts: 0
|
| 36 |
+
push_to_hub: true
|
| 37 |
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report_to: tensorboard
|
| 38 |
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resolution: 512
|
| 39 |
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resume_from_checkpoint: latest
|
| 40 |
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revision: null
|
| 41 |
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scale_lr: false
|
| 42 |
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seed: null
|
| 43 |
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set_grads_to_none: false
|
| 44 |
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tokenizer_name: null
|
| 45 |
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tracker_project_name: control_cityscapes_training3
|
| 46 |
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train_batch_size: 4
|
| 47 |
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train_data_dir: null
|
| 48 |
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use_8bit_adam: false
|
| 49 |
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validation_steps: 5000
|
| 50 |
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variant: null
|
logs/control_cityscapes_training3/events.out.tfevents.1761166466.RoboJardineiroAeD.2350610.0
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