Instructions to use vish26/latent-diffusion-model-64x64 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use vish26/latent-diffusion-model-64x64 with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("vish26/latent-diffusion-model-64x64", 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
Upload folder using huggingface_hub
Browse files- epoch_1/training_state.pth +3 -0
- epoch_1/unet/config.json +67 -0
- epoch_1/unet/diffusion_pytorch_model.safetensors +3 -0
- epoch_2/training_state.pth +3 -0
- epoch_2/unet/config.json +67 -0
- epoch_2/unet/diffusion_pytorch_model.safetensors +3 -0
- epoch_3/training_state.pth +3 -0
- epoch_3/unet/config.json +68 -0
- epoch_3/unet/diffusion_pytorch_model.safetensors +3 -0
- epoch_4/training_state.pth +3 -0
- epoch_4/unet/config.json +68 -0
- epoch_4/unet/diffusion_pytorch_model.safetensors +3 -0
epoch_1/training_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:dc662360905f060061ea805a11b14ee31ac693f2c0ab8c2845fb1c9403d02ef1
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size 1677044214
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epoch_1/unet/config.json
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{
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"_class_name": "UNet2DConditionModel",
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"_diffusers_version": "0.31.0",
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"act_fn": "silu",
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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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"attention_type": "default",
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"block_out_channels": [
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128,
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256,
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512,
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512
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],
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"center_input_sample": false,
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"class_embed_type": null,
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"class_embeddings_concat": false,
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"conv_in_kernel": 3,
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"conv_out_kernel": 3,
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"cross_attention_dim": 512,
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"cross_attention_norm": null,
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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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"freq_shift": 0,
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| 36 |
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"in_channels": 4,
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"layers_per_block": 2,
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| 38 |
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"mid_block_only_cross_attention": null,
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| 39 |
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"mid_block_scale_factor": 1,
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| 40 |
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"mid_block_type": "UNetMidBlock2DCrossAttn",
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| 41 |
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"norm_eps": 1e-05,
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| 42 |
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"norm_num_groups": 32,
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| 43 |
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"num_attention_heads": null,
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| 44 |
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"num_class_embeds": null,
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| 45 |
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"only_cross_attention": false,
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| 46 |
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"out_channels": 4,
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| 47 |
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"projection_class_embeddings_input_dim": null,
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| 48 |
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"resnet_out_scale_factor": 1.0,
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| 49 |
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"resnet_skip_time_act": false,
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| 50 |
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"resnet_time_scale_shift": "default",
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| 51 |
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"reverse_transformer_layers_per_block": null,
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| 52 |
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"sample_size": 8,
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| 53 |
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"time_cond_proj_dim": null,
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| 54 |
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"time_embedding_act_fn": null,
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| 55 |
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"time_embedding_dim": null,
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| 56 |
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"time_embedding_type": "positional",
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| 57 |
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"timestep_post_act": null,
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| 58 |
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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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| 66 |
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"use_linear_projection": false
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}
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epoch_1/unet/diffusion_pytorch_model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:d5f970f7b57ef915d15009fe89d8d42413a02e4c8e588b952b5457c186002eed
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size 558802608
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epoch_2/training_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:889588c2fbdf4dd8337e073c9db47905e803a5265ef5fcaef437c7a62e746e63
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size 1677044214
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epoch_2/unet/config.json
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{
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"_class_name": "UNet2DConditionModel",
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"_diffusers_version": "0.31.0",
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"act_fn": "silu",
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"addition_embed_type": null,
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| 6 |
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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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"attention_type": "default",
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"block_out_channels": [
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128,
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256,
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512,
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512
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],
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| 16 |
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"center_input_sample": false,
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| 17 |
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"class_embed_type": null,
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| 18 |
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"class_embeddings_concat": false,
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| 19 |
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"conv_in_kernel": 3,
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| 20 |
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"conv_out_kernel": 3,
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| 21 |
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"cross_attention_dim": 512,
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| 22 |
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"cross_attention_norm": null,
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| 23 |
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"down_block_types": [
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| 24 |
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"CrossAttnDownBlock2D",
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| 25 |
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"CrossAttnDownBlock2D",
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| 26 |
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"CrossAttnDownBlock2D",
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"DownBlock2D"
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],
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| 29 |
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"downsample_padding": 1,
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| 30 |
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"dropout": 0.0,
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| 31 |
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"dual_cross_attention": false,
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| 32 |
+
"encoder_hid_dim": null,
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| 33 |
+
"encoder_hid_dim_type": null,
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| 34 |
+
"flip_sin_to_cos": true,
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| 35 |
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"freq_shift": 0,
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| 36 |
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"in_channels": 4,
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| 37 |
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"layers_per_block": 2,
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| 38 |
+
"mid_block_only_cross_attention": null,
|
| 39 |
+
"mid_block_scale_factor": 1,
|
| 40 |
+
"mid_block_type": "UNetMidBlock2DCrossAttn",
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| 41 |
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"norm_eps": 1e-05,
|
| 42 |
+
"norm_num_groups": 32,
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| 43 |
+
"num_attention_heads": null,
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| 44 |
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"num_class_embeds": null,
|
| 45 |
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"only_cross_attention": false,
|
| 46 |
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"out_channels": 4,
|
| 47 |
+
"projection_class_embeddings_input_dim": null,
|
| 48 |
+
"resnet_out_scale_factor": 1.0,
|
| 49 |
+
"resnet_skip_time_act": false,
|
| 50 |
+
"resnet_time_scale_shift": "default",
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| 51 |
+
"reverse_transformer_layers_per_block": null,
|
| 52 |
+
"sample_size": 8,
|
| 53 |
+
"time_cond_proj_dim": null,
|
| 54 |
+
"time_embedding_act_fn": null,
|
| 55 |
+
"time_embedding_dim": null,
|
| 56 |
+
"time_embedding_type": "positional",
|
| 57 |
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"timestep_post_act": null,
|
| 58 |
+
"transformer_layers_per_block": 1,
|
| 59 |
+
"up_block_types": [
|
| 60 |
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"UpBlock2D",
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| 61 |
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"CrossAttnUpBlock2D",
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| 62 |
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"CrossAttnUpBlock2D",
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| 63 |
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"CrossAttnUpBlock2D"
|
| 64 |
+
],
|
| 65 |
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"upcast_attention": false,
|
| 66 |
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"use_linear_projection": false
|
| 67 |
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}
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epoch_2/unet/diffusion_pytorch_model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:499981d63d9d811540e8920b6c8c1c3000c6bea99f18dc2b1512ac9649efacf2
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size 558802608
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epoch_3/training_state.pth
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:da3bc0ef855fff35a62c930fb29a8d9f3dee2f8de6cc5316099200334c2212e1
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| 3 |
+
size 1677044214
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epoch_3/unet/config.json
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{
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"_class_name": "UNet2DConditionModel",
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| 3 |
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"_diffusers_version": "0.31.0",
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| 4 |
+
"_name_or_path": "./ldm_checkpoints/epoch_2/unet",
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| 5 |
+
"act_fn": "silu",
|
| 6 |
+
"addition_embed_type": null,
|
| 7 |
+
"addition_embed_type_num_heads": 64,
|
| 8 |
+
"addition_time_embed_dim": null,
|
| 9 |
+
"attention_head_dim": 8,
|
| 10 |
+
"attention_type": "default",
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| 11 |
+
"block_out_channels": [
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| 12 |
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128,
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+
256,
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+
512,
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| 15 |
+
512
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| 16 |
+
],
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| 17 |
+
"center_input_sample": false,
|
| 18 |
+
"class_embed_type": null,
|
| 19 |
+
"class_embeddings_concat": false,
|
| 20 |
+
"conv_in_kernel": 3,
|
| 21 |
+
"conv_out_kernel": 3,
|
| 22 |
+
"cross_attention_dim": 512,
|
| 23 |
+
"cross_attention_norm": null,
|
| 24 |
+
"down_block_types": [
|
| 25 |
+
"CrossAttnDownBlock2D",
|
| 26 |
+
"CrossAttnDownBlock2D",
|
| 27 |
+
"CrossAttnDownBlock2D",
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| 28 |
+
"DownBlock2D"
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| 29 |
+
],
|
| 30 |
+
"downsample_padding": 1,
|
| 31 |
+
"dropout": 0.0,
|
| 32 |
+
"dual_cross_attention": false,
|
| 33 |
+
"encoder_hid_dim": null,
|
| 34 |
+
"encoder_hid_dim_type": null,
|
| 35 |
+
"flip_sin_to_cos": true,
|
| 36 |
+
"freq_shift": 0,
|
| 37 |
+
"in_channels": 4,
|
| 38 |
+
"layers_per_block": 2,
|
| 39 |
+
"mid_block_only_cross_attention": null,
|
| 40 |
+
"mid_block_scale_factor": 1,
|
| 41 |
+
"mid_block_type": "UNetMidBlock2DCrossAttn",
|
| 42 |
+
"norm_eps": 1e-05,
|
| 43 |
+
"norm_num_groups": 32,
|
| 44 |
+
"num_attention_heads": null,
|
| 45 |
+
"num_class_embeds": null,
|
| 46 |
+
"only_cross_attention": false,
|
| 47 |
+
"out_channels": 4,
|
| 48 |
+
"projection_class_embeddings_input_dim": null,
|
| 49 |
+
"resnet_out_scale_factor": 1.0,
|
| 50 |
+
"resnet_skip_time_act": false,
|
| 51 |
+
"resnet_time_scale_shift": "default",
|
| 52 |
+
"reverse_transformer_layers_per_block": null,
|
| 53 |
+
"sample_size": 8,
|
| 54 |
+
"time_cond_proj_dim": null,
|
| 55 |
+
"time_embedding_act_fn": null,
|
| 56 |
+
"time_embedding_dim": null,
|
| 57 |
+
"time_embedding_type": "positional",
|
| 58 |
+
"timestep_post_act": null,
|
| 59 |
+
"transformer_layers_per_block": 1,
|
| 60 |
+
"up_block_types": [
|
| 61 |
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"UpBlock2D",
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| 62 |
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"CrossAttnUpBlock2D",
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| 63 |
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"CrossAttnUpBlock2D",
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| 64 |
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"CrossAttnUpBlock2D"
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| 65 |
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],
|
| 66 |
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"upcast_attention": false,
|
| 67 |
+
"use_linear_projection": false
|
| 68 |
+
}
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epoch_3/unet/diffusion_pytorch_model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:7861f2604679b56f5cc90795c122f2e49733e6032a79d7ab77193c70a859bd34
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| 3 |
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size 558802608
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epoch_4/training_state.pth
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:d675eb1efa5d65beb7bd90b0b410322ff49f277da7743334ddbbcb03d27e764c
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size 1677044214
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epoch_4/unet/config.json
ADDED
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@@ -0,0 +1,68 @@
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|
| 1 |
+
{
|
| 2 |
+
"_class_name": "UNet2DConditionModel",
|
| 3 |
+
"_diffusers_version": "0.31.0",
|
| 4 |
+
"_name_or_path": "./ldm_checkpoints/epoch_2/unet",
|
| 5 |
+
"act_fn": "silu",
|
| 6 |
+
"addition_embed_type": null,
|
| 7 |
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"addition_embed_type_num_heads": 64,
|
| 8 |
+
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|
| 9 |
+
"attention_head_dim": 8,
|
| 10 |
+
"attention_type": "default",
|
| 11 |
+
"block_out_channels": [
|
| 12 |
+
128,
|
| 13 |
+
256,
|
| 14 |
+
512,
|
| 15 |
+
512
|
| 16 |
+
],
|
| 17 |
+
"center_input_sample": false,
|
| 18 |
+
"class_embed_type": null,
|
| 19 |
+
"class_embeddings_concat": false,
|
| 20 |
+
"conv_in_kernel": 3,
|
| 21 |
+
"conv_out_kernel": 3,
|
| 22 |
+
"cross_attention_dim": 512,
|
| 23 |
+
"cross_attention_norm": null,
|
| 24 |
+
"down_block_types": [
|
| 25 |
+
"CrossAttnDownBlock2D",
|
| 26 |
+
"CrossAttnDownBlock2D",
|
| 27 |
+
"CrossAttnDownBlock2D",
|
| 28 |
+
"DownBlock2D"
|
| 29 |
+
],
|
| 30 |
+
"downsample_padding": 1,
|
| 31 |
+
"dropout": 0.0,
|
| 32 |
+
"dual_cross_attention": false,
|
| 33 |
+
"encoder_hid_dim": null,
|
| 34 |
+
"encoder_hid_dim_type": null,
|
| 35 |
+
"flip_sin_to_cos": true,
|
| 36 |
+
"freq_shift": 0,
|
| 37 |
+
"in_channels": 4,
|
| 38 |
+
"layers_per_block": 2,
|
| 39 |
+
"mid_block_only_cross_attention": null,
|
| 40 |
+
"mid_block_scale_factor": 1,
|
| 41 |
+
"mid_block_type": "UNetMidBlock2DCrossAttn",
|
| 42 |
+
"norm_eps": 1e-05,
|
| 43 |
+
"norm_num_groups": 32,
|
| 44 |
+
"num_attention_heads": null,
|
| 45 |
+
"num_class_embeds": null,
|
| 46 |
+
"only_cross_attention": false,
|
| 47 |
+
"out_channels": 4,
|
| 48 |
+
"projection_class_embeddings_input_dim": null,
|
| 49 |
+
"resnet_out_scale_factor": 1.0,
|
| 50 |
+
"resnet_skip_time_act": false,
|
| 51 |
+
"resnet_time_scale_shift": "default",
|
| 52 |
+
"reverse_transformer_layers_per_block": null,
|
| 53 |
+
"sample_size": 8,
|
| 54 |
+
"time_cond_proj_dim": null,
|
| 55 |
+
"time_embedding_act_fn": null,
|
| 56 |
+
"time_embedding_dim": null,
|
| 57 |
+
"time_embedding_type": "positional",
|
| 58 |
+
"timestep_post_act": null,
|
| 59 |
+
"transformer_layers_per_block": 1,
|
| 60 |
+
"up_block_types": [
|
| 61 |
+
"UpBlock2D",
|
| 62 |
+
"CrossAttnUpBlock2D",
|
| 63 |
+
"CrossAttnUpBlock2D",
|
| 64 |
+
"CrossAttnUpBlock2D"
|
| 65 |
+
],
|
| 66 |
+
"upcast_attention": false,
|
| 67 |
+
"use_linear_projection": false
|
| 68 |
+
}
|
epoch_4/unet/diffusion_pytorch_model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:103b018f5079e7976235e7939b1b3d0da1246c20206c4accd9d25f8d061d3445
|
| 3 |
+
size 558802608
|