Instructions to use FrankCCCCC/ddpm-ema-10k_cfm-corr-980-ss0.007-ep100-ema-run1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use FrankCCCCC/ddpm-ema-10k_cfm-corr-980-ss0.007-ep100-ema-run1 with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("FrankCCCCC/ddpm-ema-10k_cfm-corr-980-ss0.007-ep100-ema-run1", 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
Add files using upload-large-folder tool
Browse files- epochs/ep0/scheduler/scheduler_config.json +18 -0
- epochs/ep0/unet/config.json +48 -0
- epochs/ep0/unet/diffusion_pytorch_model.safetensors +3 -0
- epochs/ep10/unet/diffusion_pytorch_model.safetensors +3 -0
- epochs/ep100/scheduler/scheduler_config.json +18 -0
- epochs/ep100/unet/config.json +48 -0
- epochs/ep100/unet/diffusion_pytorch_model.safetensors +3 -0
- epochs/ep20/unet/diffusion_pytorch_model.safetensors +3 -0
- epochs/ep25/scheduler/scheduler_config.json +18 -0
- epochs/ep25/unet/config.json +48 -0
- epochs/ep25/unet/diffusion_pytorch_model.safetensors +3 -0
- epochs/ep30/scheduler/scheduler_config.json +18 -0
- epochs/ep30/unet/config.json +48 -0
- epochs/ep30/unet/diffusion_pytorch_model.safetensors +3 -0
- epochs/ep35/scheduler/scheduler_config.json +18 -0
- epochs/ep35/unet/config.json +48 -0
- epochs/ep35/unet/diffusion_pytorch_model.safetensors +3 -0
- epochs/ep40/scheduler/scheduler_config.json +18 -0
- epochs/ep40/unet/config.json +48 -0
- epochs/ep40/unet/diffusion_pytorch_model.safetensors +3 -0
- epochs/ep45/scheduler/scheduler_config.json +18 -0
- epochs/ep45/unet/config.json +48 -0
- epochs/ep45/unet/diffusion_pytorch_model.safetensors +3 -0
- epochs/ep5/scheduler/scheduler_config.json +18 -0
- epochs/ep5/unet/config.json +48 -0
- epochs/ep5/unet/diffusion_pytorch_model.safetensors +3 -0
- epochs/ep50/scheduler/scheduler_config.json +18 -0
- epochs/ep50/unet/config.json +48 -0
- epochs/ep50/unet/diffusion_pytorch_model.safetensors +3 -0
- epochs/ep55/scheduler/scheduler_config.json +18 -0
- epochs/ep55/unet/config.json +48 -0
- epochs/ep55/unet/diffusion_pytorch_model.safetensors +3 -0
- epochs/ep65/scheduler/scheduler_config.json +18 -0
- epochs/ep65/unet/config.json +48 -0
- epochs/ep65/unet/diffusion_pytorch_model.safetensors +3 -0
- epochs/ep70/unet/diffusion_pytorch_model.safetensors +3 -0
- epochs/ep75/scheduler/scheduler_config.json +18 -0
- epochs/ep75/unet/config.json +48 -0
- epochs/ep75/unet/diffusion_pytorch_model.safetensors +3 -0
- epochs/ep80/scheduler/scheduler_config.json +18 -0
- epochs/ep80/unet/config.json +48 -0
- epochs/ep80/unet/diffusion_pytorch_model.safetensors +3 -0
- epochs/ep85/scheduler/scheduler_config.json +18 -0
- epochs/ep85/unet/config.json +48 -0
- epochs/ep85/unet/diffusion_pytorch_model.safetensors +3 -0
- epochs/ep90/unet/diffusion_pytorch_model.safetensors +3 -0
- epochs/ep95/scheduler/scheduler_config.json +18 -0
- epochs/ep95/unet/config.json +48 -0
- epochs/ep95/unet/diffusion_pytorch_model.safetensors +3 -0
epochs/ep0/scheduler/scheduler_config.json
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{
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"_class_name": "FlowMatchEulerDiscreteScheduler",
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"_diffusers_version": "0.34.0",
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"base_image_seq_len": 256,
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"base_shift": 0.5,
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"invert_sigmas": false,
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"max_image_seq_len": 4096,
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"max_shift": 1.15,
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"num_train_timesteps": 1000,
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"shift": 1.0,
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"shift_terminal": null,
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"stochastic_sampling": false,
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"time_shift_type": "exponential",
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"use_beta_sigmas": false,
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"use_dynamic_shifting": false,
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"use_exponential_sigmas": false,
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"use_karras_sigmas": false
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}
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epochs/ep0/unet/config.json
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{
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"_class_name": "UNet2DModel",
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"_diffusers_version": "0.34.0",
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"_name_or_path": "/home/sc3379_cornell_edu/.cache/huggingface/hub/models--google--ddpm-cifar10-32/snapshots/267b167dc01f0e4e61923ea244e8b988f84deb80",
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"act_fn": "silu",
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"add_attention": true,
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"attention_head_dim": null,
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"attn_norm_num_groups": null,
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"block_out_channels": [
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128,
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256,
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256,
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256
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],
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"center_input_sample": false,
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"class_embed_type": null,
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"down_block_types": [
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"DownBlock2D",
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"AttnDownBlock2D",
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"DownBlock2D",
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"DownBlock2D"
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],
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"downsample_padding": 0,
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"downsample_type": "conv",
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"dropout": 0.0,
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"flip_sin_to_cos": false,
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"freq_shift": 1,
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"in_channels": 3,
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"layers_per_block": 2,
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"mid_block_scale_factor": 1,
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"mid_block_type": "UNetMidBlock2D",
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| 32 |
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"norm_eps": 1e-06,
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| 33 |
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"norm_num_groups": 32,
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| 34 |
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"num_class_embeds": null,
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"num_train_timesteps": null,
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"out_channels": 3,
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| 37 |
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"resnet_time_scale_shift": "default",
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| 38 |
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"sample_size": 32,
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"time_embedding_dim": null,
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"time_embedding_type": "positional",
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"up_block_types": [
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"UpBlock2D",
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"UpBlock2D",
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"AttnUpBlock2D",
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"UpBlock2D"
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| 46 |
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],
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| 47 |
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"upsample_type": "conv"
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}
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epochs/ep0/unet/diffusion_pytorch_model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:eee1726c6d6b9ac0b996259f529299fa3e1db7e5fb07469e03b4b778935e3752
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size 143020060
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epochs/ep10/unet/diffusion_pytorch_model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:3189b02c65ed75dca92ff635e6ab02d41b9cdd2a83754fd5fefd2b5aa8361357
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size 143020060
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epochs/ep100/scheduler/scheduler_config.json
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{
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"_class_name": "FlowMatchEulerDiscreteScheduler",
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"_diffusers_version": "0.34.0",
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| 4 |
+
"base_image_seq_len": 256,
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| 5 |
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"base_shift": 0.5,
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| 6 |
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"invert_sigmas": false,
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| 7 |
+
"max_image_seq_len": 4096,
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| 8 |
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"max_shift": 1.15,
|
| 9 |
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"num_train_timesteps": 1000,
|
| 10 |
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"shift": 1.0,
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| 11 |
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"shift_terminal": null,
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| 12 |
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"stochastic_sampling": false,
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| 13 |
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"time_shift_type": "exponential",
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| 14 |
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"use_beta_sigmas": false,
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| 15 |
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"use_dynamic_shifting": false,
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| 16 |
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"use_exponential_sigmas": false,
|
| 17 |
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"use_karras_sigmas": false
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| 18 |
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}
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epochs/ep100/unet/config.json
ADDED
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{
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"_class_name": "UNet2DModel",
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| 3 |
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"_diffusers_version": "0.34.0",
|
| 4 |
+
"_name_or_path": "/home/sc3379_cornell_edu/.cache/huggingface/hub/models--google--ddpm-cifar10-32/snapshots/267b167dc01f0e4e61923ea244e8b988f84deb80",
|
| 5 |
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"act_fn": "silu",
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| 6 |
+
"add_attention": true,
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| 7 |
+
"attention_head_dim": null,
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| 8 |
+
"attn_norm_num_groups": null,
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| 9 |
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"block_out_channels": [
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128,
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| 11 |
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256,
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| 12 |
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256,
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+
256
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],
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| 15 |
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"center_input_sample": false,
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| 16 |
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"class_embed_type": null,
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| 17 |
+
"down_block_types": [
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| 18 |
+
"DownBlock2D",
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| 19 |
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"AttnDownBlock2D",
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| 20 |
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"DownBlock2D",
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| 21 |
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"DownBlock2D"
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| 22 |
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],
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| 23 |
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"downsample_padding": 0,
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| 24 |
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"downsample_type": "conv",
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| 25 |
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"dropout": 0.0,
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| 26 |
+
"flip_sin_to_cos": false,
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| 27 |
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"freq_shift": 1,
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| 28 |
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"in_channels": 3,
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| 29 |
+
"layers_per_block": 2,
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| 30 |
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"mid_block_scale_factor": 1,
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| 31 |
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"mid_block_type": "UNetMidBlock2D",
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| 32 |
+
"norm_eps": 1e-06,
|
| 33 |
+
"norm_num_groups": 32,
|
| 34 |
+
"num_class_embeds": null,
|
| 35 |
+
"num_train_timesteps": null,
|
| 36 |
+
"out_channels": 3,
|
| 37 |
+
"resnet_time_scale_shift": "default",
|
| 38 |
+
"sample_size": 32,
|
| 39 |
+
"time_embedding_dim": null,
|
| 40 |
+
"time_embedding_type": "positional",
|
| 41 |
+
"up_block_types": [
|
| 42 |
+
"UpBlock2D",
|
| 43 |
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"UpBlock2D",
|
| 44 |
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"AttnUpBlock2D",
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| 45 |
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"UpBlock2D"
|
| 46 |
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],
|
| 47 |
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"upsample_type": "conv"
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| 48 |
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}
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epochs/ep100/unet/diffusion_pytorch_model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:0e5e3461973de298dcb86e63bdf4cee5195e70623ee4afc32c6856035a971c7f
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| 3 |
+
size 143020060
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epochs/ep20/unet/diffusion_pytorch_model.safetensors
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version https://git-lfs.github.com/spec/v1
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+
oid sha256:b7455f68a29a2b9615b3bbe16a9750b7ed1e926b4452650012ceb2b397a01878
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| 3 |
+
size 143020060
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epochs/ep25/scheduler/scheduler_config.json
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{
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| 2 |
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"_class_name": "FlowMatchEulerDiscreteScheduler",
|
| 3 |
+
"_diffusers_version": "0.34.0",
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| 4 |
+
"base_image_seq_len": 256,
|
| 5 |
+
"base_shift": 0.5,
|
| 6 |
+
"invert_sigmas": false,
|
| 7 |
+
"max_image_seq_len": 4096,
|
| 8 |
+
"max_shift": 1.15,
|
| 9 |
+
"num_train_timesteps": 1000,
|
| 10 |
+
"shift": 1.0,
|
| 11 |
+
"shift_terminal": null,
|
| 12 |
+
"stochastic_sampling": false,
|
| 13 |
+
"time_shift_type": "exponential",
|
| 14 |
+
"use_beta_sigmas": false,
|
| 15 |
+
"use_dynamic_shifting": false,
|
| 16 |
+
"use_exponential_sigmas": false,
|
| 17 |
+
"use_karras_sigmas": false
|
| 18 |
+
}
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epochs/ep25/unet/config.json
ADDED
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{
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"_class_name": "UNet2DModel",
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| 3 |
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"_diffusers_version": "0.34.0",
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| 4 |
+
"_name_or_path": "/home/sc3379_cornell_edu/.cache/huggingface/hub/models--google--ddpm-cifar10-32/snapshots/267b167dc01f0e4e61923ea244e8b988f84deb80",
|
| 5 |
+
"act_fn": "silu",
|
| 6 |
+
"add_attention": true,
|
| 7 |
+
"attention_head_dim": null,
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| 8 |
+
"attn_norm_num_groups": null,
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| 9 |
+
"block_out_channels": [
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| 10 |
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128,
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| 11 |
+
256,
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| 12 |
+
256,
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| 13 |
+
256
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| 14 |
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],
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| 15 |
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"center_input_sample": false,
|
| 16 |
+
"class_embed_type": null,
|
| 17 |
+
"down_block_types": [
|
| 18 |
+
"DownBlock2D",
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| 19 |
+
"AttnDownBlock2D",
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| 20 |
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"DownBlock2D",
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| 21 |
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"DownBlock2D"
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| 22 |
+
],
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| 23 |
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"downsample_padding": 0,
|
| 24 |
+
"downsample_type": "conv",
|
| 25 |
+
"dropout": 0.0,
|
| 26 |
+
"flip_sin_to_cos": false,
|
| 27 |
+
"freq_shift": 1,
|
| 28 |
+
"in_channels": 3,
|
| 29 |
+
"layers_per_block": 2,
|
| 30 |
+
"mid_block_scale_factor": 1,
|
| 31 |
+
"mid_block_type": "UNetMidBlock2D",
|
| 32 |
+
"norm_eps": 1e-06,
|
| 33 |
+
"norm_num_groups": 32,
|
| 34 |
+
"num_class_embeds": null,
|
| 35 |
+
"num_train_timesteps": null,
|
| 36 |
+
"out_channels": 3,
|
| 37 |
+
"resnet_time_scale_shift": "default",
|
| 38 |
+
"sample_size": 32,
|
| 39 |
+
"time_embedding_dim": null,
|
| 40 |
+
"time_embedding_type": "positional",
|
| 41 |
+
"up_block_types": [
|
| 42 |
+
"UpBlock2D",
|
| 43 |
+
"UpBlock2D",
|
| 44 |
+
"AttnUpBlock2D",
|
| 45 |
+
"UpBlock2D"
|
| 46 |
+
],
|
| 47 |
+
"upsample_type": "conv"
|
| 48 |
+
}
|
epochs/ep25/unet/diffusion_pytorch_model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:008ae7cdd25e221bdd09a97eca9bac0d1af61f929a66fecfd858443ec3bd9ee1
|
| 3 |
+
size 143020060
|
epochs/ep30/scheduler/scheduler_config.json
ADDED
|
@@ -0,0 +1,18 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_class_name": "FlowMatchEulerDiscreteScheduler",
|
| 3 |
+
"_diffusers_version": "0.34.0",
|
| 4 |
+
"base_image_seq_len": 256,
|
| 5 |
+
"base_shift": 0.5,
|
| 6 |
+
"invert_sigmas": false,
|
| 7 |
+
"max_image_seq_len": 4096,
|
| 8 |
+
"max_shift": 1.15,
|
| 9 |
+
"num_train_timesteps": 1000,
|
| 10 |
+
"shift": 1.0,
|
| 11 |
+
"shift_terminal": null,
|
| 12 |
+
"stochastic_sampling": false,
|
| 13 |
+
"time_shift_type": "exponential",
|
| 14 |
+
"use_beta_sigmas": false,
|
| 15 |
+
"use_dynamic_shifting": false,
|
| 16 |
+
"use_exponential_sigmas": false,
|
| 17 |
+
"use_karras_sigmas": false
|
| 18 |
+
}
|
epochs/ep30/unet/config.json
ADDED
|
@@ -0,0 +1,48 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
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|
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|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
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|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_class_name": "UNet2DModel",
|
| 3 |
+
"_diffusers_version": "0.34.0",
|
| 4 |
+
"_name_or_path": "/home/sc3379_cornell_edu/.cache/huggingface/hub/models--google--ddpm-cifar10-32/snapshots/267b167dc01f0e4e61923ea244e8b988f84deb80",
|
| 5 |
+
"act_fn": "silu",
|
| 6 |
+
"add_attention": true,
|
| 7 |
+
"attention_head_dim": null,
|
| 8 |
+
"attn_norm_num_groups": null,
|
| 9 |
+
"block_out_channels": [
|
| 10 |
+
128,
|
| 11 |
+
256,
|
| 12 |
+
256,
|
| 13 |
+
256
|
| 14 |
+
],
|
| 15 |
+
"center_input_sample": false,
|
| 16 |
+
"class_embed_type": null,
|
| 17 |
+
"down_block_types": [
|
| 18 |
+
"DownBlock2D",
|
| 19 |
+
"AttnDownBlock2D",
|
| 20 |
+
"DownBlock2D",
|
| 21 |
+
"DownBlock2D"
|
| 22 |
+
],
|
| 23 |
+
"downsample_padding": 0,
|
| 24 |
+
"downsample_type": "conv",
|
| 25 |
+
"dropout": 0.0,
|
| 26 |
+
"flip_sin_to_cos": false,
|
| 27 |
+
"freq_shift": 1,
|
| 28 |
+
"in_channels": 3,
|
| 29 |
+
"layers_per_block": 2,
|
| 30 |
+
"mid_block_scale_factor": 1,
|
| 31 |
+
"mid_block_type": "UNetMidBlock2D",
|
| 32 |
+
"norm_eps": 1e-06,
|
| 33 |
+
"norm_num_groups": 32,
|
| 34 |
+
"num_class_embeds": null,
|
| 35 |
+
"num_train_timesteps": null,
|
| 36 |
+
"out_channels": 3,
|
| 37 |
+
"resnet_time_scale_shift": "default",
|
| 38 |
+
"sample_size": 32,
|
| 39 |
+
"time_embedding_dim": null,
|
| 40 |
+
"time_embedding_type": "positional",
|
| 41 |
+
"up_block_types": [
|
| 42 |
+
"UpBlock2D",
|
| 43 |
+
"UpBlock2D",
|
| 44 |
+
"AttnUpBlock2D",
|
| 45 |
+
"UpBlock2D"
|
| 46 |
+
],
|
| 47 |
+
"upsample_type": "conv"
|
| 48 |
+
}
|
epochs/ep30/unet/diffusion_pytorch_model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1a0bdebfb7ad1d5ff2950dd19e1eba6df3ca06664f0e63d634f3ab2bd9b7e06a
|
| 3 |
+
size 143020060
|
epochs/ep35/scheduler/scheduler_config.json
ADDED
|
@@ -0,0 +1,18 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_class_name": "FlowMatchEulerDiscreteScheduler",
|
| 3 |
+
"_diffusers_version": "0.34.0",
|
| 4 |
+
"base_image_seq_len": 256,
|
| 5 |
+
"base_shift": 0.5,
|
| 6 |
+
"invert_sigmas": false,
|
| 7 |
+
"max_image_seq_len": 4096,
|
| 8 |
+
"max_shift": 1.15,
|
| 9 |
+
"num_train_timesteps": 1000,
|
| 10 |
+
"shift": 1.0,
|
| 11 |
+
"shift_terminal": null,
|
| 12 |
+
"stochastic_sampling": false,
|
| 13 |
+
"time_shift_type": "exponential",
|
| 14 |
+
"use_beta_sigmas": false,
|
| 15 |
+
"use_dynamic_shifting": false,
|
| 16 |
+
"use_exponential_sigmas": false,
|
| 17 |
+
"use_karras_sigmas": false
|
| 18 |
+
}
|
epochs/ep35/unet/config.json
ADDED
|
@@ -0,0 +1,48 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_class_name": "UNet2DModel",
|
| 3 |
+
"_diffusers_version": "0.34.0",
|
| 4 |
+
"_name_or_path": "/home/sc3379_cornell_edu/.cache/huggingface/hub/models--google--ddpm-cifar10-32/snapshots/267b167dc01f0e4e61923ea244e8b988f84deb80",
|
| 5 |
+
"act_fn": "silu",
|
| 6 |
+
"add_attention": true,
|
| 7 |
+
"attention_head_dim": null,
|
| 8 |
+
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|
| 9 |
+
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|
| 10 |
+
128,
|
| 11 |
+
256,
|
| 12 |
+
256,
|
| 13 |
+
256
|
| 14 |
+
],
|
| 15 |
+
"center_input_sample": false,
|
| 16 |
+
"class_embed_type": null,
|
| 17 |
+
"down_block_types": [
|
| 18 |
+
"DownBlock2D",
|
| 19 |
+
"AttnDownBlock2D",
|
| 20 |
+
"DownBlock2D",
|
| 21 |
+
"DownBlock2D"
|
| 22 |
+
],
|
| 23 |
+
"downsample_padding": 0,
|
| 24 |
+
"downsample_type": "conv",
|
| 25 |
+
"dropout": 0.0,
|
| 26 |
+
"flip_sin_to_cos": false,
|
| 27 |
+
"freq_shift": 1,
|
| 28 |
+
"in_channels": 3,
|
| 29 |
+
"layers_per_block": 2,
|
| 30 |
+
"mid_block_scale_factor": 1,
|
| 31 |
+
"mid_block_type": "UNetMidBlock2D",
|
| 32 |
+
"norm_eps": 1e-06,
|
| 33 |
+
"norm_num_groups": 32,
|
| 34 |
+
"num_class_embeds": null,
|
| 35 |
+
"num_train_timesteps": null,
|
| 36 |
+
"out_channels": 3,
|
| 37 |
+
"resnet_time_scale_shift": "default",
|
| 38 |
+
"sample_size": 32,
|
| 39 |
+
"time_embedding_dim": null,
|
| 40 |
+
"time_embedding_type": "positional",
|
| 41 |
+
"up_block_types": [
|
| 42 |
+
"UpBlock2D",
|
| 43 |
+
"UpBlock2D",
|
| 44 |
+
"AttnUpBlock2D",
|
| 45 |
+
"UpBlock2D"
|
| 46 |
+
],
|
| 47 |
+
"upsample_type": "conv"
|
| 48 |
+
}
|
epochs/ep35/unet/diffusion_pytorch_model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2c4efbe938f62d179e480a05e794caab6b699a7cb24faa6d2052c0ee1458e716
|
| 3 |
+
size 143020060
|
epochs/ep40/scheduler/scheduler_config.json
ADDED
|
@@ -0,0 +1,18 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_class_name": "FlowMatchEulerDiscreteScheduler",
|
| 3 |
+
"_diffusers_version": "0.34.0",
|
| 4 |
+
"base_image_seq_len": 256,
|
| 5 |
+
"base_shift": 0.5,
|
| 6 |
+
"invert_sigmas": false,
|
| 7 |
+
"max_image_seq_len": 4096,
|
| 8 |
+
"max_shift": 1.15,
|
| 9 |
+
"num_train_timesteps": 1000,
|
| 10 |
+
"shift": 1.0,
|
| 11 |
+
"shift_terminal": null,
|
| 12 |
+
"stochastic_sampling": false,
|
| 13 |
+
"time_shift_type": "exponential",
|
| 14 |
+
"use_beta_sigmas": false,
|
| 15 |
+
"use_dynamic_shifting": false,
|
| 16 |
+
"use_exponential_sigmas": false,
|
| 17 |
+
"use_karras_sigmas": false
|
| 18 |
+
}
|
epochs/ep40/unet/config.json
ADDED
|
@@ -0,0 +1,48 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_class_name": "UNet2DModel",
|
| 3 |
+
"_diffusers_version": "0.34.0",
|
| 4 |
+
"_name_or_path": "/home/sc3379_cornell_edu/.cache/huggingface/hub/models--google--ddpm-cifar10-32/snapshots/267b167dc01f0e4e61923ea244e8b988f84deb80",
|
| 5 |
+
"act_fn": "silu",
|
| 6 |
+
"add_attention": true,
|
| 7 |
+
"attention_head_dim": null,
|
| 8 |
+
"attn_norm_num_groups": null,
|
| 9 |
+
"block_out_channels": [
|
| 10 |
+
128,
|
| 11 |
+
256,
|
| 12 |
+
256,
|
| 13 |
+
256
|
| 14 |
+
],
|
| 15 |
+
"center_input_sample": false,
|
| 16 |
+
"class_embed_type": null,
|
| 17 |
+
"down_block_types": [
|
| 18 |
+
"DownBlock2D",
|
| 19 |
+
"AttnDownBlock2D",
|
| 20 |
+
"DownBlock2D",
|
| 21 |
+
"DownBlock2D"
|
| 22 |
+
],
|
| 23 |
+
"downsample_padding": 0,
|
| 24 |
+
"downsample_type": "conv",
|
| 25 |
+
"dropout": 0.0,
|
| 26 |
+
"flip_sin_to_cos": false,
|
| 27 |
+
"freq_shift": 1,
|
| 28 |
+
"in_channels": 3,
|
| 29 |
+
"layers_per_block": 2,
|
| 30 |
+
"mid_block_scale_factor": 1,
|
| 31 |
+
"mid_block_type": "UNetMidBlock2D",
|
| 32 |
+
"norm_eps": 1e-06,
|
| 33 |
+
"norm_num_groups": 32,
|
| 34 |
+
"num_class_embeds": null,
|
| 35 |
+
"num_train_timesteps": null,
|
| 36 |
+
"out_channels": 3,
|
| 37 |
+
"resnet_time_scale_shift": "default",
|
| 38 |
+
"sample_size": 32,
|
| 39 |
+
"time_embedding_dim": null,
|
| 40 |
+
"time_embedding_type": "positional",
|
| 41 |
+
"up_block_types": [
|
| 42 |
+
"UpBlock2D",
|
| 43 |
+
"UpBlock2D",
|
| 44 |
+
"AttnUpBlock2D",
|
| 45 |
+
"UpBlock2D"
|
| 46 |
+
],
|
| 47 |
+
"upsample_type": "conv"
|
| 48 |
+
}
|
epochs/ep40/unet/diffusion_pytorch_model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6f6582132a3abddcb58d009143656bf302e7ca9bcae00ab1fa0b71ed858630e9
|
| 3 |
+
size 143020060
|
epochs/ep45/scheduler/scheduler_config.json
ADDED
|
@@ -0,0 +1,18 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_class_name": "FlowMatchEulerDiscreteScheduler",
|
| 3 |
+
"_diffusers_version": "0.34.0",
|
| 4 |
+
"base_image_seq_len": 256,
|
| 5 |
+
"base_shift": 0.5,
|
| 6 |
+
"invert_sigmas": false,
|
| 7 |
+
"max_image_seq_len": 4096,
|
| 8 |
+
"max_shift": 1.15,
|
| 9 |
+
"num_train_timesteps": 1000,
|
| 10 |
+
"shift": 1.0,
|
| 11 |
+
"shift_terminal": null,
|
| 12 |
+
"stochastic_sampling": false,
|
| 13 |
+
"time_shift_type": "exponential",
|
| 14 |
+
"use_beta_sigmas": false,
|
| 15 |
+
"use_dynamic_shifting": false,
|
| 16 |
+
"use_exponential_sigmas": false,
|
| 17 |
+
"use_karras_sigmas": false
|
| 18 |
+
}
|
epochs/ep45/unet/config.json
ADDED
|
@@ -0,0 +1,48 @@
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
|
|
|
|
|
|
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|
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|
|
|
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|
|
| 1 |
+
{
|
| 2 |
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|
| 3 |
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|
| 4 |
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|
| 5 |
+
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|
| 6 |
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|
| 7 |
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|
| 8 |
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|
| 9 |
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|
| 10 |
+
128,
|
| 11 |
+
256,
|
| 12 |
+
256,
|
| 13 |
+
256
|
| 14 |
+
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|
| 15 |
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|
| 16 |
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|
| 17 |
+
"down_block_types": [
|
| 18 |
+
"DownBlock2D",
|
| 19 |
+
"AttnDownBlock2D",
|
| 20 |
+
"DownBlock2D",
|
| 21 |
+
"DownBlock2D"
|
| 22 |
+
],
|
| 23 |
+
"downsample_padding": 0,
|
| 24 |
+
"downsample_type": "conv",
|
| 25 |
+
"dropout": 0.0,
|
| 26 |
+
"flip_sin_to_cos": false,
|
| 27 |
+
"freq_shift": 1,
|
| 28 |
+
"in_channels": 3,
|
| 29 |
+
"layers_per_block": 2,
|
| 30 |
+
"mid_block_scale_factor": 1,
|
| 31 |
+
"mid_block_type": "UNetMidBlock2D",
|
| 32 |
+
"norm_eps": 1e-06,
|
| 33 |
+
"norm_num_groups": 32,
|
| 34 |
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|
| 35 |
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"num_train_timesteps": null,
|
| 36 |
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"out_channels": 3,
|
| 37 |
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"resnet_time_scale_shift": "default",
|
| 38 |
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"sample_size": 32,
|
| 39 |
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"time_embedding_dim": null,
|
| 40 |
+
"time_embedding_type": "positional",
|
| 41 |
+
"up_block_types": [
|
| 42 |
+
"UpBlock2D",
|
| 43 |
+
"UpBlock2D",
|
| 44 |
+
"AttnUpBlock2D",
|
| 45 |
+
"UpBlock2D"
|
| 46 |
+
],
|
| 47 |
+
"upsample_type": "conv"
|
| 48 |
+
}
|
epochs/ep45/unet/diffusion_pytorch_model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:5cef8b2006aaa31eedee9d46af0eb7f705271607d784ce6150c21553a0e26843
|
| 3 |
+
size 143020060
|
epochs/ep5/scheduler/scheduler_config.json
ADDED
|
@@ -0,0 +1,18 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_class_name": "FlowMatchEulerDiscreteScheduler",
|
| 3 |
+
"_diffusers_version": "0.34.0",
|
| 4 |
+
"base_image_seq_len": 256,
|
| 5 |
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"base_shift": 0.5,
|
| 6 |
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"invert_sigmas": false,
|
| 7 |
+
"max_image_seq_len": 4096,
|
| 8 |
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"max_shift": 1.15,
|
| 9 |
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"num_train_timesteps": 1000,
|
| 10 |
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"shift": 1.0,
|
| 11 |
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"shift_terminal": null,
|
| 12 |
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"stochastic_sampling": false,
|
| 13 |
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"time_shift_type": "exponential",
|
| 14 |
+
"use_beta_sigmas": false,
|
| 15 |
+
"use_dynamic_shifting": false,
|
| 16 |
+
"use_exponential_sigmas": false,
|
| 17 |
+
"use_karras_sigmas": false
|
| 18 |
+
}
|
epochs/ep5/unet/config.json
ADDED
|
@@ -0,0 +1,48 @@
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
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|
|
|
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|
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|
|
| 1 |
+
{
|
| 2 |
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"_class_name": "UNet2DModel",
|
| 3 |
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|
| 4 |
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|
| 5 |
+
"act_fn": "silu",
|
| 6 |
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"add_attention": true,
|
| 7 |
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|
| 8 |
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|
| 9 |
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|
| 10 |
+
128,
|
| 11 |
+
256,
|
| 12 |
+
256,
|
| 13 |
+
256
|
| 14 |
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|
| 15 |
+
"center_input_sample": false,
|
| 16 |
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|
| 17 |
+
"down_block_types": [
|
| 18 |
+
"DownBlock2D",
|
| 19 |
+
"AttnDownBlock2D",
|
| 20 |
+
"DownBlock2D",
|
| 21 |
+
"DownBlock2D"
|
| 22 |
+
],
|
| 23 |
+
"downsample_padding": 0,
|
| 24 |
+
"downsample_type": "conv",
|
| 25 |
+
"dropout": 0.0,
|
| 26 |
+
"flip_sin_to_cos": false,
|
| 27 |
+
"freq_shift": 1,
|
| 28 |
+
"in_channels": 3,
|
| 29 |
+
"layers_per_block": 2,
|
| 30 |
+
"mid_block_scale_factor": 1,
|
| 31 |
+
"mid_block_type": "UNetMidBlock2D",
|
| 32 |
+
"norm_eps": 1e-06,
|
| 33 |
+
"norm_num_groups": 32,
|
| 34 |
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"num_class_embeds": null,
|
| 35 |
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|
| 36 |
+
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|
| 37 |
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"resnet_time_scale_shift": "default",
|
| 38 |
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"sample_size": 32,
|
| 39 |
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"time_embedding_dim": null,
|
| 40 |
+
"time_embedding_type": "positional",
|
| 41 |
+
"up_block_types": [
|
| 42 |
+
"UpBlock2D",
|
| 43 |
+
"UpBlock2D",
|
| 44 |
+
"AttnUpBlock2D",
|
| 45 |
+
"UpBlock2D"
|
| 46 |
+
],
|
| 47 |
+
"upsample_type": "conv"
|
| 48 |
+
}
|
epochs/ep5/unet/diffusion_pytorch_model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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|
| 3 |
+
size 143020060
|
epochs/ep50/scheduler/scheduler_config.json
ADDED
|
@@ -0,0 +1,18 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_class_name": "FlowMatchEulerDiscreteScheduler",
|
| 3 |
+
"_diffusers_version": "0.34.0",
|
| 4 |
+
"base_image_seq_len": 256,
|
| 5 |
+
"base_shift": 0.5,
|
| 6 |
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"invert_sigmas": false,
|
| 7 |
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"max_image_seq_len": 4096,
|
| 8 |
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"max_shift": 1.15,
|
| 9 |
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"num_train_timesteps": 1000,
|
| 10 |
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"shift": 1.0,
|
| 11 |
+
"shift_terminal": null,
|
| 12 |
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"stochastic_sampling": false,
|
| 13 |
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"time_shift_type": "exponential",
|
| 14 |
+
"use_beta_sigmas": false,
|
| 15 |
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"use_dynamic_shifting": false,
|
| 16 |
+
"use_exponential_sigmas": false,
|
| 17 |
+
"use_karras_sigmas": false
|
| 18 |
+
}
|
epochs/ep50/unet/config.json
ADDED
|
@@ -0,0 +1,48 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
|
|
|
|
|
|
|
|
|
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|
|
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|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
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"_class_name": "UNet2DModel",
|
| 3 |
+
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|
| 4 |
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"_name_or_path": "/home/sc3379_cornell_edu/.cache/huggingface/hub/models--google--ddpm-cifar10-32/snapshots/267b167dc01f0e4e61923ea244e8b988f84deb80",
|
| 5 |
+
"act_fn": "silu",
|
| 6 |
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|
| 7 |
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|
| 8 |
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|
| 9 |
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|
| 10 |
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128,
|
| 11 |
+
256,
|
| 12 |
+
256,
|
| 13 |
+
256
|
| 14 |
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|
| 15 |
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|
| 16 |
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|
| 17 |
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"down_block_types": [
|
| 18 |
+
"DownBlock2D",
|
| 19 |
+
"AttnDownBlock2D",
|
| 20 |
+
"DownBlock2D",
|
| 21 |
+
"DownBlock2D"
|
| 22 |
+
],
|
| 23 |
+
"downsample_padding": 0,
|
| 24 |
+
"downsample_type": "conv",
|
| 25 |
+
"dropout": 0.0,
|
| 26 |
+
"flip_sin_to_cos": false,
|
| 27 |
+
"freq_shift": 1,
|
| 28 |
+
"in_channels": 3,
|
| 29 |
+
"layers_per_block": 2,
|
| 30 |
+
"mid_block_scale_factor": 1,
|
| 31 |
+
"mid_block_type": "UNetMidBlock2D",
|
| 32 |
+
"norm_eps": 1e-06,
|
| 33 |
+
"norm_num_groups": 32,
|
| 34 |
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"num_class_embeds": null,
|
| 35 |
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|
| 36 |
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|
| 37 |
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"resnet_time_scale_shift": "default",
|
| 38 |
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|
| 39 |
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"time_embedding_dim": null,
|
| 40 |
+
"time_embedding_type": "positional",
|
| 41 |
+
"up_block_types": [
|
| 42 |
+
"UpBlock2D",
|
| 43 |
+
"UpBlock2D",
|
| 44 |
+
"AttnUpBlock2D",
|
| 45 |
+
"UpBlock2D"
|
| 46 |
+
],
|
| 47 |
+
"upsample_type": "conv"
|
| 48 |
+
}
|
epochs/ep50/unet/diffusion_pytorch_model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
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|
| 3 |
+
size 143020060
|
epochs/ep55/scheduler/scheduler_config.json
ADDED
|
@@ -0,0 +1,18 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_class_name": "FlowMatchEulerDiscreteScheduler",
|
| 3 |
+
"_diffusers_version": "0.34.0",
|
| 4 |
+
"base_image_seq_len": 256,
|
| 5 |
+
"base_shift": 0.5,
|
| 6 |
+
"invert_sigmas": false,
|
| 7 |
+
"max_image_seq_len": 4096,
|
| 8 |
+
"max_shift": 1.15,
|
| 9 |
+
"num_train_timesteps": 1000,
|
| 10 |
+
"shift": 1.0,
|
| 11 |
+
"shift_terminal": null,
|
| 12 |
+
"stochastic_sampling": false,
|
| 13 |
+
"time_shift_type": "exponential",
|
| 14 |
+
"use_beta_sigmas": false,
|
| 15 |
+
"use_dynamic_shifting": false,
|
| 16 |
+
"use_exponential_sigmas": false,
|
| 17 |
+
"use_karras_sigmas": false
|
| 18 |
+
}
|
epochs/ep55/unet/config.json
ADDED
|
@@ -0,0 +1,48 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_class_name": "UNet2DModel",
|
| 3 |
+
"_diffusers_version": "0.34.0",
|
| 4 |
+
"_name_or_path": "/home/sc3379_cornell_edu/.cache/huggingface/hub/models--google--ddpm-cifar10-32/snapshots/267b167dc01f0e4e61923ea244e8b988f84deb80",
|
| 5 |
+
"act_fn": "silu",
|
| 6 |
+
"add_attention": true,
|
| 7 |
+
"attention_head_dim": null,
|
| 8 |
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"attn_norm_num_groups": null,
|
| 9 |
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"block_out_channels": [
|
| 10 |
+
128,
|
| 11 |
+
256,
|
| 12 |
+
256,
|
| 13 |
+
256
|
| 14 |
+
],
|
| 15 |
+
"center_input_sample": false,
|
| 16 |
+
"class_embed_type": null,
|
| 17 |
+
"down_block_types": [
|
| 18 |
+
"DownBlock2D",
|
| 19 |
+
"AttnDownBlock2D",
|
| 20 |
+
"DownBlock2D",
|
| 21 |
+
"DownBlock2D"
|
| 22 |
+
],
|
| 23 |
+
"downsample_padding": 0,
|
| 24 |
+
"downsample_type": "conv",
|
| 25 |
+
"dropout": 0.0,
|
| 26 |
+
"flip_sin_to_cos": false,
|
| 27 |
+
"freq_shift": 1,
|
| 28 |
+
"in_channels": 3,
|
| 29 |
+
"layers_per_block": 2,
|
| 30 |
+
"mid_block_scale_factor": 1,
|
| 31 |
+
"mid_block_type": "UNetMidBlock2D",
|
| 32 |
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"norm_eps": 1e-06,
|
| 33 |
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"norm_num_groups": 32,
|
| 34 |
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"num_class_embeds": null,
|
| 35 |
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"num_train_timesteps": null,
|
| 36 |
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"out_channels": 3,
|
| 37 |
+
"resnet_time_scale_shift": "default",
|
| 38 |
+
"sample_size": 32,
|
| 39 |
+
"time_embedding_dim": null,
|
| 40 |
+
"time_embedding_type": "positional",
|
| 41 |
+
"up_block_types": [
|
| 42 |
+
"UpBlock2D",
|
| 43 |
+
"UpBlock2D",
|
| 44 |
+
"AttnUpBlock2D",
|
| 45 |
+
"UpBlock2D"
|
| 46 |
+
],
|
| 47 |
+
"upsample_type": "conv"
|
| 48 |
+
}
|
epochs/ep55/unet/diffusion_pytorch_model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b4b1d48ae520064c4300d7460c14102d573ab0b6ae08c9209a9d5ef05959f141
|
| 3 |
+
size 143020060
|
epochs/ep65/scheduler/scheduler_config.json
ADDED
|
@@ -0,0 +1,18 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_class_name": "FlowMatchEulerDiscreteScheduler",
|
| 3 |
+
"_diffusers_version": "0.34.0",
|
| 4 |
+
"base_image_seq_len": 256,
|
| 5 |
+
"base_shift": 0.5,
|
| 6 |
+
"invert_sigmas": false,
|
| 7 |
+
"max_image_seq_len": 4096,
|
| 8 |
+
"max_shift": 1.15,
|
| 9 |
+
"num_train_timesteps": 1000,
|
| 10 |
+
"shift": 1.0,
|
| 11 |
+
"shift_terminal": null,
|
| 12 |
+
"stochastic_sampling": false,
|
| 13 |
+
"time_shift_type": "exponential",
|
| 14 |
+
"use_beta_sigmas": false,
|
| 15 |
+
"use_dynamic_shifting": false,
|
| 16 |
+
"use_exponential_sigmas": false,
|
| 17 |
+
"use_karras_sigmas": false
|
| 18 |
+
}
|
epochs/ep65/unet/config.json
ADDED
|
@@ -0,0 +1,48 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_class_name": "UNet2DModel",
|
| 3 |
+
"_diffusers_version": "0.34.0",
|
| 4 |
+
"_name_or_path": "/home/sc3379_cornell_edu/.cache/huggingface/hub/models--google--ddpm-cifar10-32/snapshots/267b167dc01f0e4e61923ea244e8b988f84deb80",
|
| 5 |
+
"act_fn": "silu",
|
| 6 |
+
"add_attention": true,
|
| 7 |
+
"attention_head_dim": null,
|
| 8 |
+
"attn_norm_num_groups": null,
|
| 9 |
+
"block_out_channels": [
|
| 10 |
+
128,
|
| 11 |
+
256,
|
| 12 |
+
256,
|
| 13 |
+
256
|
| 14 |
+
],
|
| 15 |
+
"center_input_sample": false,
|
| 16 |
+
"class_embed_type": null,
|
| 17 |
+
"down_block_types": [
|
| 18 |
+
"DownBlock2D",
|
| 19 |
+
"AttnDownBlock2D",
|
| 20 |
+
"DownBlock2D",
|
| 21 |
+
"DownBlock2D"
|
| 22 |
+
],
|
| 23 |
+
"downsample_padding": 0,
|
| 24 |
+
"downsample_type": "conv",
|
| 25 |
+
"dropout": 0.0,
|
| 26 |
+
"flip_sin_to_cos": false,
|
| 27 |
+
"freq_shift": 1,
|
| 28 |
+
"in_channels": 3,
|
| 29 |
+
"layers_per_block": 2,
|
| 30 |
+
"mid_block_scale_factor": 1,
|
| 31 |
+
"mid_block_type": "UNetMidBlock2D",
|
| 32 |
+
"norm_eps": 1e-06,
|
| 33 |
+
"norm_num_groups": 32,
|
| 34 |
+
"num_class_embeds": null,
|
| 35 |
+
"num_train_timesteps": null,
|
| 36 |
+
"out_channels": 3,
|
| 37 |
+
"resnet_time_scale_shift": "default",
|
| 38 |
+
"sample_size": 32,
|
| 39 |
+
"time_embedding_dim": null,
|
| 40 |
+
"time_embedding_type": "positional",
|
| 41 |
+
"up_block_types": [
|
| 42 |
+
"UpBlock2D",
|
| 43 |
+
"UpBlock2D",
|
| 44 |
+
"AttnUpBlock2D",
|
| 45 |
+
"UpBlock2D"
|
| 46 |
+
],
|
| 47 |
+
"upsample_type": "conv"
|
| 48 |
+
}
|
epochs/ep65/unet/diffusion_pytorch_model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:20f45e0bd8955a820337a1766dabcf206cc87e97ee8b8b723c0453c9ffb5a205
|
| 3 |
+
size 143020060
|
epochs/ep70/unet/diffusion_pytorch_model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:9e7daf7828145e16e1558686ecd8478da4bf8f6e781842bca26fd68f88ba7083
|
| 3 |
+
size 143020060
|
epochs/ep75/scheduler/scheduler_config.json
ADDED
|
@@ -0,0 +1,18 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_class_name": "FlowMatchEulerDiscreteScheduler",
|
| 3 |
+
"_diffusers_version": "0.34.0",
|
| 4 |
+
"base_image_seq_len": 256,
|
| 5 |
+
"base_shift": 0.5,
|
| 6 |
+
"invert_sigmas": false,
|
| 7 |
+
"max_image_seq_len": 4096,
|
| 8 |
+
"max_shift": 1.15,
|
| 9 |
+
"num_train_timesteps": 1000,
|
| 10 |
+
"shift": 1.0,
|
| 11 |
+
"shift_terminal": null,
|
| 12 |
+
"stochastic_sampling": false,
|
| 13 |
+
"time_shift_type": "exponential",
|
| 14 |
+
"use_beta_sigmas": false,
|
| 15 |
+
"use_dynamic_shifting": false,
|
| 16 |
+
"use_exponential_sigmas": false,
|
| 17 |
+
"use_karras_sigmas": false
|
| 18 |
+
}
|
epochs/ep75/unet/config.json
ADDED
|
@@ -0,0 +1,48 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
|
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|
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|
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|
|
|
|
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|
|
|
|
|
|
|
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|
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|
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|
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|
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|
|
|
|
|
|
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|
|
|
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|
|
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|
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|
|
|
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|
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|
|
|
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|
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|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_class_name": "UNet2DModel",
|
| 3 |
+
"_diffusers_version": "0.34.0",
|
| 4 |
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"_name_or_path": "/home/sc3379_cornell_edu/.cache/huggingface/hub/models--google--ddpm-cifar10-32/snapshots/267b167dc01f0e4e61923ea244e8b988f84deb80",
|
| 5 |
+
"act_fn": "silu",
|
| 6 |
+
"add_attention": true,
|
| 7 |
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|
| 8 |
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|
| 9 |
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|
| 10 |
+
128,
|
| 11 |
+
256,
|
| 12 |
+
256,
|
| 13 |
+
256
|
| 14 |
+
],
|
| 15 |
+
"center_input_sample": false,
|
| 16 |
+
"class_embed_type": null,
|
| 17 |
+
"down_block_types": [
|
| 18 |
+
"DownBlock2D",
|
| 19 |
+
"AttnDownBlock2D",
|
| 20 |
+
"DownBlock2D",
|
| 21 |
+
"DownBlock2D"
|
| 22 |
+
],
|
| 23 |
+
"downsample_padding": 0,
|
| 24 |
+
"downsample_type": "conv",
|
| 25 |
+
"dropout": 0.0,
|
| 26 |
+
"flip_sin_to_cos": false,
|
| 27 |
+
"freq_shift": 1,
|
| 28 |
+
"in_channels": 3,
|
| 29 |
+
"layers_per_block": 2,
|
| 30 |
+
"mid_block_scale_factor": 1,
|
| 31 |
+
"mid_block_type": "UNetMidBlock2D",
|
| 32 |
+
"norm_eps": 1e-06,
|
| 33 |
+
"norm_num_groups": 32,
|
| 34 |
+
"num_class_embeds": null,
|
| 35 |
+
"num_train_timesteps": null,
|
| 36 |
+
"out_channels": 3,
|
| 37 |
+
"resnet_time_scale_shift": "default",
|
| 38 |
+
"sample_size": 32,
|
| 39 |
+
"time_embedding_dim": null,
|
| 40 |
+
"time_embedding_type": "positional",
|
| 41 |
+
"up_block_types": [
|
| 42 |
+
"UpBlock2D",
|
| 43 |
+
"UpBlock2D",
|
| 44 |
+
"AttnUpBlock2D",
|
| 45 |
+
"UpBlock2D"
|
| 46 |
+
],
|
| 47 |
+
"upsample_type": "conv"
|
| 48 |
+
}
|
epochs/ep75/unet/diffusion_pytorch_model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:269886e3b247262da970054efb3680e38e8420250f7a40abfb8453507ff9bfe3
|
| 3 |
+
size 143020060
|
epochs/ep80/scheduler/scheduler_config.json
ADDED
|
@@ -0,0 +1,18 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_class_name": "FlowMatchEulerDiscreteScheduler",
|
| 3 |
+
"_diffusers_version": "0.34.0",
|
| 4 |
+
"base_image_seq_len": 256,
|
| 5 |
+
"base_shift": 0.5,
|
| 6 |
+
"invert_sigmas": false,
|
| 7 |
+
"max_image_seq_len": 4096,
|
| 8 |
+
"max_shift": 1.15,
|
| 9 |
+
"num_train_timesteps": 1000,
|
| 10 |
+
"shift": 1.0,
|
| 11 |
+
"shift_terminal": null,
|
| 12 |
+
"stochastic_sampling": false,
|
| 13 |
+
"time_shift_type": "exponential",
|
| 14 |
+
"use_beta_sigmas": false,
|
| 15 |
+
"use_dynamic_shifting": false,
|
| 16 |
+
"use_exponential_sigmas": false,
|
| 17 |
+
"use_karras_sigmas": false
|
| 18 |
+
}
|
epochs/ep80/unet/config.json
ADDED
|
@@ -0,0 +1,48 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_class_name": "UNet2DModel",
|
| 3 |
+
"_diffusers_version": "0.34.0",
|
| 4 |
+
"_name_or_path": "/home/sc3379_cornell_edu/.cache/huggingface/hub/models--google--ddpm-cifar10-32/snapshots/267b167dc01f0e4e61923ea244e8b988f84deb80",
|
| 5 |
+
"act_fn": "silu",
|
| 6 |
+
"add_attention": true,
|
| 7 |
+
"attention_head_dim": null,
|
| 8 |
+
"attn_norm_num_groups": null,
|
| 9 |
+
"block_out_channels": [
|
| 10 |
+
128,
|
| 11 |
+
256,
|
| 12 |
+
256,
|
| 13 |
+
256
|
| 14 |
+
],
|
| 15 |
+
"center_input_sample": false,
|
| 16 |
+
"class_embed_type": null,
|
| 17 |
+
"down_block_types": [
|
| 18 |
+
"DownBlock2D",
|
| 19 |
+
"AttnDownBlock2D",
|
| 20 |
+
"DownBlock2D",
|
| 21 |
+
"DownBlock2D"
|
| 22 |
+
],
|
| 23 |
+
"downsample_padding": 0,
|
| 24 |
+
"downsample_type": "conv",
|
| 25 |
+
"dropout": 0.0,
|
| 26 |
+
"flip_sin_to_cos": false,
|
| 27 |
+
"freq_shift": 1,
|
| 28 |
+
"in_channels": 3,
|
| 29 |
+
"layers_per_block": 2,
|
| 30 |
+
"mid_block_scale_factor": 1,
|
| 31 |
+
"mid_block_type": "UNetMidBlock2D",
|
| 32 |
+
"norm_eps": 1e-06,
|
| 33 |
+
"norm_num_groups": 32,
|
| 34 |
+
"num_class_embeds": null,
|
| 35 |
+
"num_train_timesteps": null,
|
| 36 |
+
"out_channels": 3,
|
| 37 |
+
"resnet_time_scale_shift": "default",
|
| 38 |
+
"sample_size": 32,
|
| 39 |
+
"time_embedding_dim": null,
|
| 40 |
+
"time_embedding_type": "positional",
|
| 41 |
+
"up_block_types": [
|
| 42 |
+
"UpBlock2D",
|
| 43 |
+
"UpBlock2D",
|
| 44 |
+
"AttnUpBlock2D",
|
| 45 |
+
"UpBlock2D"
|
| 46 |
+
],
|
| 47 |
+
"upsample_type": "conv"
|
| 48 |
+
}
|
epochs/ep80/unet/diffusion_pytorch_model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b42bea334f16a2d56d5df3e48076cafbdc7b2b91b22268f910277c9e87626ed0
|
| 3 |
+
size 143020060
|
epochs/ep85/scheduler/scheduler_config.json
ADDED
|
@@ -0,0 +1,18 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_class_name": "FlowMatchEulerDiscreteScheduler",
|
| 3 |
+
"_diffusers_version": "0.34.0",
|
| 4 |
+
"base_image_seq_len": 256,
|
| 5 |
+
"base_shift": 0.5,
|
| 6 |
+
"invert_sigmas": false,
|
| 7 |
+
"max_image_seq_len": 4096,
|
| 8 |
+
"max_shift": 1.15,
|
| 9 |
+
"num_train_timesteps": 1000,
|
| 10 |
+
"shift": 1.0,
|
| 11 |
+
"shift_terminal": null,
|
| 12 |
+
"stochastic_sampling": false,
|
| 13 |
+
"time_shift_type": "exponential",
|
| 14 |
+
"use_beta_sigmas": false,
|
| 15 |
+
"use_dynamic_shifting": false,
|
| 16 |
+
"use_exponential_sigmas": false,
|
| 17 |
+
"use_karras_sigmas": false
|
| 18 |
+
}
|
epochs/ep85/unet/config.json
ADDED
|
@@ -0,0 +1,48 @@
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|
| 1 |
+
{
|
| 2 |
+
"_class_name": "UNet2DModel",
|
| 3 |
+
"_diffusers_version": "0.34.0",
|
| 4 |
+
"_name_or_path": "/home/sc3379_cornell_edu/.cache/huggingface/hub/models--google--ddpm-cifar10-32/snapshots/267b167dc01f0e4e61923ea244e8b988f84deb80",
|
| 5 |
+
"act_fn": "silu",
|
| 6 |
+
"add_attention": true,
|
| 7 |
+
"attention_head_dim": null,
|
| 8 |
+
"attn_norm_num_groups": null,
|
| 9 |
+
"block_out_channels": [
|
| 10 |
+
128,
|
| 11 |
+
256,
|
| 12 |
+
256,
|
| 13 |
+
256
|
| 14 |
+
],
|
| 15 |
+
"center_input_sample": false,
|
| 16 |
+
"class_embed_type": null,
|
| 17 |
+
"down_block_types": [
|
| 18 |
+
"DownBlock2D",
|
| 19 |
+
"AttnDownBlock2D",
|
| 20 |
+
"DownBlock2D",
|
| 21 |
+
"DownBlock2D"
|
| 22 |
+
],
|
| 23 |
+
"downsample_padding": 0,
|
| 24 |
+
"downsample_type": "conv",
|
| 25 |
+
"dropout": 0.0,
|
| 26 |
+
"flip_sin_to_cos": false,
|
| 27 |
+
"freq_shift": 1,
|
| 28 |
+
"in_channels": 3,
|
| 29 |
+
"layers_per_block": 2,
|
| 30 |
+
"mid_block_scale_factor": 1,
|
| 31 |
+
"mid_block_type": "UNetMidBlock2D",
|
| 32 |
+
"norm_eps": 1e-06,
|
| 33 |
+
"norm_num_groups": 32,
|
| 34 |
+
"num_class_embeds": null,
|
| 35 |
+
"num_train_timesteps": null,
|
| 36 |
+
"out_channels": 3,
|
| 37 |
+
"resnet_time_scale_shift": "default",
|
| 38 |
+
"sample_size": 32,
|
| 39 |
+
"time_embedding_dim": null,
|
| 40 |
+
"time_embedding_type": "positional",
|
| 41 |
+
"up_block_types": [
|
| 42 |
+
"UpBlock2D",
|
| 43 |
+
"UpBlock2D",
|
| 44 |
+
"AttnUpBlock2D",
|
| 45 |
+
"UpBlock2D"
|
| 46 |
+
],
|
| 47 |
+
"upsample_type": "conv"
|
| 48 |
+
}
|
epochs/ep85/unet/diffusion_pytorch_model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a09e2977bc9b82ea8990ef0a35bcecdd63a7c9d56d26622644cbff16c530d7e5
|
| 3 |
+
size 143020060
|
epochs/ep90/unet/diffusion_pytorch_model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:60ff96b8eeb3344c54c38b2abe6cbb9b0d91a0c19b77d648dd2e831442e1ed01
|
| 3 |
+
size 143020060
|
epochs/ep95/scheduler/scheduler_config.json
ADDED
|
@@ -0,0 +1,18 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_class_name": "FlowMatchEulerDiscreteScheduler",
|
| 3 |
+
"_diffusers_version": "0.34.0",
|
| 4 |
+
"base_image_seq_len": 256,
|
| 5 |
+
"base_shift": 0.5,
|
| 6 |
+
"invert_sigmas": false,
|
| 7 |
+
"max_image_seq_len": 4096,
|
| 8 |
+
"max_shift": 1.15,
|
| 9 |
+
"num_train_timesteps": 1000,
|
| 10 |
+
"shift": 1.0,
|
| 11 |
+
"shift_terminal": null,
|
| 12 |
+
"stochastic_sampling": false,
|
| 13 |
+
"time_shift_type": "exponential",
|
| 14 |
+
"use_beta_sigmas": false,
|
| 15 |
+
"use_dynamic_shifting": false,
|
| 16 |
+
"use_exponential_sigmas": false,
|
| 17 |
+
"use_karras_sigmas": false
|
| 18 |
+
}
|
epochs/ep95/unet/config.json
ADDED
|
@@ -0,0 +1,48 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
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|
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|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_class_name": "UNet2DModel",
|
| 3 |
+
"_diffusers_version": "0.34.0",
|
| 4 |
+
"_name_or_path": "/home/sc3379_cornell_edu/.cache/huggingface/hub/models--google--ddpm-cifar10-32/snapshots/267b167dc01f0e4e61923ea244e8b988f84deb80",
|
| 5 |
+
"act_fn": "silu",
|
| 6 |
+
"add_attention": true,
|
| 7 |
+
"attention_head_dim": null,
|
| 8 |
+
"attn_norm_num_groups": null,
|
| 9 |
+
"block_out_channels": [
|
| 10 |
+
128,
|
| 11 |
+
256,
|
| 12 |
+
256,
|
| 13 |
+
256
|
| 14 |
+
],
|
| 15 |
+
"center_input_sample": false,
|
| 16 |
+
"class_embed_type": null,
|
| 17 |
+
"down_block_types": [
|
| 18 |
+
"DownBlock2D",
|
| 19 |
+
"AttnDownBlock2D",
|
| 20 |
+
"DownBlock2D",
|
| 21 |
+
"DownBlock2D"
|
| 22 |
+
],
|
| 23 |
+
"downsample_padding": 0,
|
| 24 |
+
"downsample_type": "conv",
|
| 25 |
+
"dropout": 0.0,
|
| 26 |
+
"flip_sin_to_cos": false,
|
| 27 |
+
"freq_shift": 1,
|
| 28 |
+
"in_channels": 3,
|
| 29 |
+
"layers_per_block": 2,
|
| 30 |
+
"mid_block_scale_factor": 1,
|
| 31 |
+
"mid_block_type": "UNetMidBlock2D",
|
| 32 |
+
"norm_eps": 1e-06,
|
| 33 |
+
"norm_num_groups": 32,
|
| 34 |
+
"num_class_embeds": null,
|
| 35 |
+
"num_train_timesteps": null,
|
| 36 |
+
"out_channels": 3,
|
| 37 |
+
"resnet_time_scale_shift": "default",
|
| 38 |
+
"sample_size": 32,
|
| 39 |
+
"time_embedding_dim": null,
|
| 40 |
+
"time_embedding_type": "positional",
|
| 41 |
+
"up_block_types": [
|
| 42 |
+
"UpBlock2D",
|
| 43 |
+
"UpBlock2D",
|
| 44 |
+
"AttnUpBlock2D",
|
| 45 |
+
"UpBlock2D"
|
| 46 |
+
],
|
| 47 |
+
"upsample_type": "conv"
|
| 48 |
+
}
|
epochs/ep95/unet/diffusion_pytorch_model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:be922e0d1c8994273c70475010e9cefd41013f21475ee9fb418974a12e6d8197
|
| 3 |
+
size 143020060
|