End of training
Browse filesThis view is limited to 50 files because it contains too many changes. See raw diff
- README.md +21 -0
- checkpoint-1000/optimizer.bin +3 -0
- checkpoint-1000/pytorch_model.bin +3 -0
- checkpoint-1000/random_states_0.pkl +3 -0
- checkpoint-1000/scheduler.bin +3 -0
- checkpoint-1500/optimizer.bin +3 -0
- checkpoint-1500/pytorch_model.bin +3 -0
- checkpoint-1500/random_states_0.pkl +3 -0
- checkpoint-1500/scheduler.bin +3 -0
- checkpoint-2000/optimizer.bin +3 -0
- checkpoint-2000/pytorch_model.bin +3 -0
- checkpoint-2000/random_states_0.pkl +3 -0
- checkpoint-2000/scheduler.bin +3 -0
- checkpoint-2500/optimizer.bin +3 -0
- checkpoint-2500/pytorch_model.bin +3 -0
- checkpoint-2500/random_states_0.pkl +3 -0
- checkpoint-2500/scheduler.bin +3 -0
- checkpoint-3000/optimizer.bin +3 -0
- checkpoint-3000/pytorch_model.bin +3 -0
- checkpoint-3000/random_states_0.pkl +3 -0
- checkpoint-3000/scheduler.bin +3 -0
- checkpoint-500/optimizer.bin +3 -0
- checkpoint-500/pytorch_model.bin +3 -0
- checkpoint-500/random_states_0.pkl +3 -0
- checkpoint-500/scheduler.bin +3 -0
- feature_extractor/preprocessor_config.json +28 -0
- image_0.png +0 -0
- image_1.png +0 -0
- image_2.png +0 -0
- image_3.png +0 -0
- learned_embeds-steps-1000.bin +3 -0
- learned_embeds-steps-1500.bin +3 -0
- learned_embeds-steps-2000.bin +3 -0
- learned_embeds-steps-2500.bin +3 -0
- learned_embeds-steps-3000.bin +3 -0
- learned_embeds-steps-500.bin +3 -0
- learned_embeds.bin +3 -0
- logs/textual_inversion/1682891456.545731/events.out.tfevents.1682891456.hal-dgx.239628.1 +3 -0
- logs/textual_inversion/1682891456.5508432/hparams.yml +45 -0
- logs/textual_inversion/1682891596.3291929/events.out.tfevents.1682891596.hal-dgx.249249.1 +3 -0
- logs/textual_inversion/1682891596.334428/hparams.yml +45 -0
- logs/textual_inversion/events.out.tfevents.1682891456.hal-dgx.239628.0 +3 -0
- logs/textual_inversion/events.out.tfevents.1682891596.hal-dgx.249249.0 +3 -0
- model_index.json +33 -0
- safety_checker/config.json +181 -0
- safety_checker/pytorch_model.bin +3 -0
- scheduler/scheduler_config.json +14 -0
- text_encoder/config.json +25 -0
- text_encoder/pytorch_model.bin +3 -0
- tokenizer/added_tokens.json +34 -0
README.md
ADDED
|
@@ -0,0 +1,21 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
---
|
| 3 |
+
license: creativeml-openrail-m
|
| 4 |
+
base_model: runwayml/stable-diffusion-v1-5
|
| 5 |
+
tags:
|
| 6 |
+
- stable-diffusion
|
| 7 |
+
- stable-diffusion-diffusers
|
| 8 |
+
- text-to-image
|
| 9 |
+
- diffusers
|
| 10 |
+
- textual_inversion
|
| 11 |
+
inference: true
|
| 12 |
+
---
|
| 13 |
+
|
| 14 |
+
# Textual inversion text2image fine-tuning - anic87/textual_inversion_32
|
| 15 |
+
These are textual inversion adaption weights for runwayml/stable-diffusion-v1-5. You can find some example images in the following.
|
| 16 |
+
|
| 17 |
+

|
| 18 |
+

|
| 19 |
+

|
| 20 |
+

|
| 21 |
+
|
checkpoint-1000/optimizer.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:fe5f486942233f74565189762b8d0e21345bb6e2fadf969551f00bfc8d58cb62
|
| 3 |
+
size 303760867
|
checkpoint-1000/pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f0363be49d58b8ba5a63f93ab47207ad15dbae4e1b5c5070d1183f83572dfa56
|
| 3 |
+
size 492415863
|
checkpoint-1000/random_states_0.pkl
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:69e084cec7f0e0347eb4e73008700c1cc9b608a65dc36b9c49ab841f7330ef5f
|
| 3 |
+
size 14567
|
checkpoint-1000/scheduler.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:eca71f9cb08b312b8992e31dcababd7ade6c163c6a2b62ce39f88941b1a97965
|
| 3 |
+
size 559
|
checkpoint-1500/optimizer.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6af608537b6a4acd2b10f35ed5acf0bce709e921d422f9c93429030036a12206
|
| 3 |
+
size 303760867
|
checkpoint-1500/pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c6b0edfe6da510de44bed22af7478b01d4692b4e3d30604e43bb005ccd650a5d
|
| 3 |
+
size 492415863
|
checkpoint-1500/random_states_0.pkl
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:cca6213c7726bd9af0e52ffecaf91f5d461d6b02042c464f2d4eaf294b356128
|
| 3 |
+
size 14567
|
checkpoint-1500/scheduler.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:86431682026edff2768e59082dc0528f66e75d63530f38d10dbee6fbd99424ae
|
| 3 |
+
size 559
|
checkpoint-2000/optimizer.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:38c8774a0d3e71b6693f3fb70d6e6a6a0c8a290043ce7e6246d38071039b6af4
|
| 3 |
+
size 303760867
|
checkpoint-2000/pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5cecdfb154c531ddc2ed0b58b20885e74b65bbbcb6df2b3bc4bd0b1d7a337cb5
|
| 3 |
+
size 492415863
|
checkpoint-2000/random_states_0.pkl
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9cde0263fbd561e601efd0cd70ea154bb4ce83ee7685baa2acadebfdf22085a5
|
| 3 |
+
size 14567
|
checkpoint-2000/scheduler.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:413c91b53679579e0e64f5749494f302822890e691f35a71d35455d1266caa05
|
| 3 |
+
size 559
|
checkpoint-2500/optimizer.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1282a64517a02ab6c60466f5ee1fd8499d92045a3987fb13665dae88ba793a85
|
| 3 |
+
size 303760867
|
checkpoint-2500/pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9721caf29b835778462c562513f1d1085fada1a660225346ec46f1caf6682811
|
| 3 |
+
size 492415863
|
checkpoint-2500/random_states_0.pkl
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:bb124b581f3699079a6c478f73de8d169b0f3d643bb796efb3dec541a22da392
|
| 3 |
+
size 14567
|
checkpoint-2500/scheduler.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:00bc6004c5f3e1f025cb16f16f2d7e2ce6fbc1a395d340dc68998cafc4508bb0
|
| 3 |
+
size 559
|
checkpoint-3000/optimizer.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0bce7d915cc37a2131dcae99d6a2a40b3cebd944c995a900a6bf8554349c2fdd
|
| 3 |
+
size 303760867
|
checkpoint-3000/pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1fb86559eec6a61357503840c82e8ed6bd5a655e3daa99f468c01cdac23c0ec1
|
| 3 |
+
size 492415863
|
checkpoint-3000/random_states_0.pkl
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:832a929b83c0b222048642ff3846714c93603bf9eb423fa6ee614e83cd3e3f61
|
| 3 |
+
size 14567
|
checkpoint-3000/scheduler.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:06bd87680b9ba3e457d5445aa18e4a8acf174a8b7a80ceb7f4d9509a9a4eb197
|
| 3 |
+
size 559
|
checkpoint-500/optimizer.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f9b76b85676927830ba75c04f4d997a4e2694cc82e3a36dcba8ffbc983c64175
|
| 3 |
+
size 303760867
|
checkpoint-500/pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7fe14b2ce6846b830225fa598b7f44fe0393f4fd4c43f65436d1887e44fcd13b
|
| 3 |
+
size 492415863
|
checkpoint-500/random_states_0.pkl
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:522d86a56763b2da2a92e5ca14d1438145b05893e31caf20d32a15dd75c17c3e
|
| 3 |
+
size 14567
|
checkpoint-500/scheduler.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b3eacc7ed448cfb54f908b30c183eb2abc1a6cdf075cf4f5f1de91dbb65b7ac4
|
| 3 |
+
size 559
|
feature_extractor/preprocessor_config.json
ADDED
|
@@ -0,0 +1,28 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"crop_size": {
|
| 3 |
+
"height": 224,
|
| 4 |
+
"width": 224
|
| 5 |
+
},
|
| 6 |
+
"do_center_crop": true,
|
| 7 |
+
"do_convert_rgb": true,
|
| 8 |
+
"do_normalize": true,
|
| 9 |
+
"do_rescale": true,
|
| 10 |
+
"do_resize": true,
|
| 11 |
+
"feature_extractor_type": "CLIPFeatureExtractor",
|
| 12 |
+
"image_mean": [
|
| 13 |
+
0.48145466,
|
| 14 |
+
0.4578275,
|
| 15 |
+
0.40821073
|
| 16 |
+
],
|
| 17 |
+
"image_processor_type": "CLIPFeatureExtractor",
|
| 18 |
+
"image_std": [
|
| 19 |
+
0.26862954,
|
| 20 |
+
0.26130258,
|
| 21 |
+
0.27577711
|
| 22 |
+
],
|
| 23 |
+
"resample": 3,
|
| 24 |
+
"rescale_factor": 0.00392156862745098,
|
| 25 |
+
"size": {
|
| 26 |
+
"shortest_edge": 224
|
| 27 |
+
}
|
| 28 |
+
}
|
image_0.png
ADDED
|
image_1.png
ADDED
|
image_2.png
ADDED
|
image_3.png
ADDED
|
learned_embeds-steps-1000.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c500f2cef403fc41f06781778869da01eb5c935e26a60d7e693ba728c4fa6ebf
|
| 3 |
+
size 99051
|
learned_embeds-steps-1500.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5326a109cd158ee031f3772d65efec1a4d899c4a53df3b3943226b40a7c94d99
|
| 3 |
+
size 99051
|
learned_embeds-steps-2000.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3e841215ed930cfc415b2b3db51f71e93bce32859390f618b4b7d985541ebc49
|
| 3 |
+
size 99051
|
learned_embeds-steps-2500.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2152f16d5d333d78290ef1d1a97b231f5e47f18ad8ea72b521d69fc0d930cabc
|
| 3 |
+
size 99051
|
learned_embeds-steps-3000.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:af51c6f1ec4c9e17fa996fa3f0e57a8b9dcc603f8a6f24cf516d937b58ae2c05
|
| 3 |
+
size 99051
|
learned_embeds-steps-500.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:dd45b46b5522f4127abb78833b72fc6140862b1d2907c68793ef0899002ab579
|
| 3 |
+
size 99051
|
learned_embeds.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:af51c6f1ec4c9e17fa996fa3f0e57a8b9dcc603f8a6f24cf516d937b58ae2c05
|
| 3 |
+
size 99051
|
logs/textual_inversion/1682891456.545731/events.out.tfevents.1682891456.hal-dgx.239628.1
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ebe5df2f0eef3e5a35971c53e72699acb459195b9798fad160b8a138eee0313b
|
| 3 |
+
size 2221
|
logs/textual_inversion/1682891456.5508432/hparams.yml
ADDED
|
@@ -0,0 +1,45 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
adam_beta1: 0.9
|
| 2 |
+
adam_beta2: 0.999
|
| 3 |
+
adam_epsilon: 1.0e-08
|
| 4 |
+
adam_weight_decay: 0.01
|
| 5 |
+
allow_tf32: false
|
| 6 |
+
center_crop: false
|
| 7 |
+
checkpointing_steps: 500
|
| 8 |
+
checkpoints_total_limit: null
|
| 9 |
+
dataloader_num_workers: 0
|
| 10 |
+
enable_xformers_memory_efficient_attention: false
|
| 11 |
+
gradient_accumulation_steps: 4
|
| 12 |
+
gradient_checkpointing: false
|
| 13 |
+
hub_model_id: null
|
| 14 |
+
hub_token: null
|
| 15 |
+
initializer_token: carcinoma
|
| 16 |
+
learnable_property: object
|
| 17 |
+
learning_rate: 0.005
|
| 18 |
+
local_rank: -1
|
| 19 |
+
logging_dir: logs
|
| 20 |
+
lr_scheduler: constant
|
| 21 |
+
lr_warmup_steps: 0
|
| 22 |
+
max_train_steps: 3000
|
| 23 |
+
mixed_precision: 'no'
|
| 24 |
+
num_train_epochs: 1
|
| 25 |
+
num_validation_images: 4
|
| 26 |
+
num_vectors: 32
|
| 27 |
+
only_save_embeds: true
|
| 28 |
+
output_dir: textual_inversion_32
|
| 29 |
+
placeholder_token: <metastatic-tumor>
|
| 30 |
+
pretrained_model_name_or_path: runwayml/stable-diffusion-v1-5
|
| 31 |
+
push_to_hub: true
|
| 32 |
+
repeats: 100
|
| 33 |
+
report_to: tensorboard
|
| 34 |
+
resolution: 512
|
| 35 |
+
resume_from_checkpoint: null
|
| 36 |
+
revision: null
|
| 37 |
+
save_steps: 500
|
| 38 |
+
scale_lr: false
|
| 39 |
+
seed: null
|
| 40 |
+
tokenizer_name: null
|
| 41 |
+
train_batch_size: 1
|
| 42 |
+
train_data_dir: /projects/ac67/projects/textual_inversion/img/pcam/tumor/
|
| 43 |
+
validation_epochs: null
|
| 44 |
+
validation_prompt: null
|
| 45 |
+
validation_steps: 100
|
logs/textual_inversion/1682891596.3291929/events.out.tfevents.1682891596.hal-dgx.249249.1
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a566738091c00dfa6edb4da26418a7325d5358cea38f9084faf2d6518a718de9
|
| 3 |
+
size 2289
|
logs/textual_inversion/1682891596.334428/hparams.yml
ADDED
|
@@ -0,0 +1,45 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
adam_beta1: 0.9
|
| 2 |
+
adam_beta2: 0.999
|
| 3 |
+
adam_epsilon: 1.0e-08
|
| 4 |
+
adam_weight_decay: 0.01
|
| 5 |
+
allow_tf32: false
|
| 6 |
+
center_crop: false
|
| 7 |
+
checkpointing_steps: 500
|
| 8 |
+
checkpoints_total_limit: null
|
| 9 |
+
dataloader_num_workers: 0
|
| 10 |
+
enable_xformers_memory_efficient_attention: false
|
| 11 |
+
gradient_accumulation_steps: 4
|
| 12 |
+
gradient_checkpointing: false
|
| 13 |
+
hub_model_id: null
|
| 14 |
+
hub_token: null
|
| 15 |
+
initializer_token: carcinoma
|
| 16 |
+
learnable_property: object
|
| 17 |
+
learning_rate: 0.005
|
| 18 |
+
local_rank: -1
|
| 19 |
+
logging_dir: logs
|
| 20 |
+
lr_scheduler: constant
|
| 21 |
+
lr_warmup_steps: 0
|
| 22 |
+
max_train_steps: 3000
|
| 23 |
+
mixed_precision: 'no'
|
| 24 |
+
num_train_epochs: 1
|
| 25 |
+
num_validation_images: 4
|
| 26 |
+
num_vectors: 32
|
| 27 |
+
only_save_embeds: true
|
| 28 |
+
output_dir: textual_inversion_32
|
| 29 |
+
placeholder_token: <metastatic-tumor>
|
| 30 |
+
pretrained_model_name_or_path: runwayml/stable-diffusion-v1-5
|
| 31 |
+
push_to_hub: true
|
| 32 |
+
repeats: 100
|
| 33 |
+
report_to: tensorboard
|
| 34 |
+
resolution: 512
|
| 35 |
+
resume_from_checkpoint: null
|
| 36 |
+
revision: null
|
| 37 |
+
save_steps: 500
|
| 38 |
+
scale_lr: false
|
| 39 |
+
seed: null
|
| 40 |
+
tokenizer_name: null
|
| 41 |
+
train_batch_size: 1
|
| 42 |
+
train_data_dir: /projects/ac67/projects/textual_inversion/img/pcam/tumor/
|
| 43 |
+
validation_epochs: null
|
| 44 |
+
validation_prompt: a <metastatic-tumor>
|
| 45 |
+
validation_steps: 100
|
logs/textual_inversion/events.out.tfevents.1682891456.hal-dgx.239628.0
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:364c4f9d6b8bd604348953e5f143d2c95392ff26b4001e1c9b4506ddd40b2c47
|
| 3 |
+
size 38076
|
logs/textual_inversion/events.out.tfevents.1682891596.hal-dgx.249249.0
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2ec86c46ac7010236ed9b42a2b4e5f24510bd033d24d21da87e0b95de668a880
|
| 3 |
+
size 62140082
|
model_index.json
ADDED
|
@@ -0,0 +1,33 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_class_name": "StableDiffusionPipeline",
|
| 3 |
+
"_diffusers_version": "0.17.0.dev0",
|
| 4 |
+
"feature_extractor": [
|
| 5 |
+
"transformers",
|
| 6 |
+
"CLIPFeatureExtractor"
|
| 7 |
+
],
|
| 8 |
+
"requires_safety_checker": true,
|
| 9 |
+
"safety_checker": [
|
| 10 |
+
"stable_diffusion",
|
| 11 |
+
"StableDiffusionSafetyChecker"
|
| 12 |
+
],
|
| 13 |
+
"scheduler": [
|
| 14 |
+
"diffusers",
|
| 15 |
+
"PNDMScheduler"
|
| 16 |
+
],
|
| 17 |
+
"text_encoder": [
|
| 18 |
+
"transformers",
|
| 19 |
+
"CLIPTextModel"
|
| 20 |
+
],
|
| 21 |
+
"tokenizer": [
|
| 22 |
+
"transformers",
|
| 23 |
+
"CLIPTokenizer"
|
| 24 |
+
],
|
| 25 |
+
"unet": [
|
| 26 |
+
"diffusers",
|
| 27 |
+
"UNet2DConditionModel"
|
| 28 |
+
],
|
| 29 |
+
"vae": [
|
| 30 |
+
"diffusers",
|
| 31 |
+
"AutoencoderKL"
|
| 32 |
+
]
|
| 33 |
+
}
|
safety_checker/config.json
ADDED
|
@@ -0,0 +1,181 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_commit_hash": "39593d5650112b4cc580433f6b0435385882d819",
|
| 3 |
+
"_name_or_path": "/projects/ac67/projects/textual_inversion/hub/models--runwayml--stable-diffusion-v1-5/snapshots/39593d5650112b4cc580433f6b0435385882d819/safety_checker",
|
| 4 |
+
"architectures": [
|
| 5 |
+
"StableDiffusionSafetyChecker"
|
| 6 |
+
],
|
| 7 |
+
"initializer_factor": 1.0,
|
| 8 |
+
"logit_scale_init_value": 2.6592,
|
| 9 |
+
"model_type": "clip",
|
| 10 |
+
"projection_dim": 768,
|
| 11 |
+
"text_config": {
|
| 12 |
+
"_name_or_path": "",
|
| 13 |
+
"add_cross_attention": false,
|
| 14 |
+
"architectures": null,
|
| 15 |
+
"attention_dropout": 0.0,
|
| 16 |
+
"bad_words_ids": null,
|
| 17 |
+
"begin_suppress_tokens": null,
|
| 18 |
+
"bos_token_id": 0,
|
| 19 |
+
"chunk_size_feed_forward": 0,
|
| 20 |
+
"cross_attention_hidden_size": null,
|
| 21 |
+
"decoder_start_token_id": null,
|
| 22 |
+
"diversity_penalty": 0.0,
|
| 23 |
+
"do_sample": false,
|
| 24 |
+
"dropout": 0.0,
|
| 25 |
+
"early_stopping": false,
|
| 26 |
+
"encoder_no_repeat_ngram_size": 0,
|
| 27 |
+
"eos_token_id": 2,
|
| 28 |
+
"exponential_decay_length_penalty": null,
|
| 29 |
+
"finetuning_task": null,
|
| 30 |
+
"forced_bos_token_id": null,
|
| 31 |
+
"forced_eos_token_id": null,
|
| 32 |
+
"hidden_act": "quick_gelu",
|
| 33 |
+
"hidden_size": 768,
|
| 34 |
+
"id2label": {
|
| 35 |
+
"0": "LABEL_0",
|
| 36 |
+
"1": "LABEL_1"
|
| 37 |
+
},
|
| 38 |
+
"initializer_factor": 1.0,
|
| 39 |
+
"initializer_range": 0.02,
|
| 40 |
+
"intermediate_size": 3072,
|
| 41 |
+
"is_decoder": false,
|
| 42 |
+
"is_encoder_decoder": false,
|
| 43 |
+
"label2id": {
|
| 44 |
+
"LABEL_0": 0,
|
| 45 |
+
"LABEL_1": 1
|
| 46 |
+
},
|
| 47 |
+
"layer_norm_eps": 1e-05,
|
| 48 |
+
"length_penalty": 1.0,
|
| 49 |
+
"max_length": 20,
|
| 50 |
+
"max_position_embeddings": 77,
|
| 51 |
+
"min_length": 0,
|
| 52 |
+
"model_type": "clip_text_model",
|
| 53 |
+
"no_repeat_ngram_size": 0,
|
| 54 |
+
"num_attention_heads": 12,
|
| 55 |
+
"num_beam_groups": 1,
|
| 56 |
+
"num_beams": 1,
|
| 57 |
+
"num_hidden_layers": 12,
|
| 58 |
+
"num_return_sequences": 1,
|
| 59 |
+
"output_attentions": false,
|
| 60 |
+
"output_hidden_states": false,
|
| 61 |
+
"output_scores": false,
|
| 62 |
+
"pad_token_id": 1,
|
| 63 |
+
"prefix": null,
|
| 64 |
+
"problem_type": null,
|
| 65 |
+
"projection_dim": 512,
|
| 66 |
+
"pruned_heads": {},
|
| 67 |
+
"remove_invalid_values": false,
|
| 68 |
+
"repetition_penalty": 1.0,
|
| 69 |
+
"return_dict": true,
|
| 70 |
+
"return_dict_in_generate": false,
|
| 71 |
+
"sep_token_id": null,
|
| 72 |
+
"suppress_tokens": null,
|
| 73 |
+
"task_specific_params": null,
|
| 74 |
+
"temperature": 1.0,
|
| 75 |
+
"tf_legacy_loss": false,
|
| 76 |
+
"tie_encoder_decoder": false,
|
| 77 |
+
"tie_word_embeddings": true,
|
| 78 |
+
"tokenizer_class": null,
|
| 79 |
+
"top_k": 50,
|
| 80 |
+
"top_p": 1.0,
|
| 81 |
+
"torch_dtype": null,
|
| 82 |
+
"torchscript": false,
|
| 83 |
+
"transformers_version": "4.26.1",
|
| 84 |
+
"typical_p": 1.0,
|
| 85 |
+
"use_bfloat16": false,
|
| 86 |
+
"vocab_size": 49408
|
| 87 |
+
},
|
| 88 |
+
"text_config_dict": {
|
| 89 |
+
"hidden_size": 768,
|
| 90 |
+
"intermediate_size": 3072,
|
| 91 |
+
"num_attention_heads": 12,
|
| 92 |
+
"num_hidden_layers": 12
|
| 93 |
+
},
|
| 94 |
+
"torch_dtype": "float32",
|
| 95 |
+
"transformers_version": null,
|
| 96 |
+
"vision_config": {
|
| 97 |
+
"_name_or_path": "",
|
| 98 |
+
"add_cross_attention": false,
|
| 99 |
+
"architectures": null,
|
| 100 |
+
"attention_dropout": 0.0,
|
| 101 |
+
"bad_words_ids": null,
|
| 102 |
+
"begin_suppress_tokens": null,
|
| 103 |
+
"bos_token_id": null,
|
| 104 |
+
"chunk_size_feed_forward": 0,
|
| 105 |
+
"cross_attention_hidden_size": null,
|
| 106 |
+
"decoder_start_token_id": null,
|
| 107 |
+
"diversity_penalty": 0.0,
|
| 108 |
+
"do_sample": false,
|
| 109 |
+
"dropout": 0.0,
|
| 110 |
+
"early_stopping": false,
|
| 111 |
+
"encoder_no_repeat_ngram_size": 0,
|
| 112 |
+
"eos_token_id": null,
|
| 113 |
+
"exponential_decay_length_penalty": null,
|
| 114 |
+
"finetuning_task": null,
|
| 115 |
+
"forced_bos_token_id": null,
|
| 116 |
+
"forced_eos_token_id": null,
|
| 117 |
+
"hidden_act": "quick_gelu",
|
| 118 |
+
"hidden_size": 1024,
|
| 119 |
+
"id2label": {
|
| 120 |
+
"0": "LABEL_0",
|
| 121 |
+
"1": "LABEL_1"
|
| 122 |
+
},
|
| 123 |
+
"image_size": 224,
|
| 124 |
+
"initializer_factor": 1.0,
|
| 125 |
+
"initializer_range": 0.02,
|
| 126 |
+
"intermediate_size": 4096,
|
| 127 |
+
"is_decoder": false,
|
| 128 |
+
"is_encoder_decoder": false,
|
| 129 |
+
"label2id": {
|
| 130 |
+
"LABEL_0": 0,
|
| 131 |
+
"LABEL_1": 1
|
| 132 |
+
},
|
| 133 |
+
"layer_norm_eps": 1e-05,
|
| 134 |
+
"length_penalty": 1.0,
|
| 135 |
+
"max_length": 20,
|
| 136 |
+
"min_length": 0,
|
| 137 |
+
"model_type": "clip_vision_model",
|
| 138 |
+
"no_repeat_ngram_size": 0,
|
| 139 |
+
"num_attention_heads": 16,
|
| 140 |
+
"num_beam_groups": 1,
|
| 141 |
+
"num_beams": 1,
|
| 142 |
+
"num_channels": 3,
|
| 143 |
+
"num_hidden_layers": 24,
|
| 144 |
+
"num_return_sequences": 1,
|
| 145 |
+
"output_attentions": false,
|
| 146 |
+
"output_hidden_states": false,
|
| 147 |
+
"output_scores": false,
|
| 148 |
+
"pad_token_id": null,
|
| 149 |
+
"patch_size": 14,
|
| 150 |
+
"prefix": null,
|
| 151 |
+
"problem_type": null,
|
| 152 |
+
"projection_dim": 512,
|
| 153 |
+
"pruned_heads": {},
|
| 154 |
+
"remove_invalid_values": false,
|
| 155 |
+
"repetition_penalty": 1.0,
|
| 156 |
+
"return_dict": true,
|
| 157 |
+
"return_dict_in_generate": false,
|
| 158 |
+
"sep_token_id": null,
|
| 159 |
+
"suppress_tokens": null,
|
| 160 |
+
"task_specific_params": null,
|
| 161 |
+
"temperature": 1.0,
|
| 162 |
+
"tf_legacy_loss": false,
|
| 163 |
+
"tie_encoder_decoder": false,
|
| 164 |
+
"tie_word_embeddings": true,
|
| 165 |
+
"tokenizer_class": null,
|
| 166 |
+
"top_k": 50,
|
| 167 |
+
"top_p": 1.0,
|
| 168 |
+
"torch_dtype": null,
|
| 169 |
+
"torchscript": false,
|
| 170 |
+
"transformers_version": "4.26.1",
|
| 171 |
+
"typical_p": 1.0,
|
| 172 |
+
"use_bfloat16": false
|
| 173 |
+
},
|
| 174 |
+
"vision_config_dict": {
|
| 175 |
+
"hidden_size": 1024,
|
| 176 |
+
"intermediate_size": 4096,
|
| 177 |
+
"num_attention_heads": 16,
|
| 178 |
+
"num_hidden_layers": 24,
|
| 179 |
+
"patch_size": 14
|
| 180 |
+
}
|
| 181 |
+
}
|
safety_checker/pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:193490b58ef62739077262e833bf091c66c29488058681ac25cf7df3d8190974
|
| 3 |
+
size 1216061799
|
scheduler/scheduler_config.json
ADDED
|
@@ -0,0 +1,14 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_class_name": "PNDMScheduler",
|
| 3 |
+
"_diffusers_version": "0.17.0.dev0",
|
| 4 |
+
"beta_end": 0.012,
|
| 5 |
+
"beta_schedule": "scaled_linear",
|
| 6 |
+
"beta_start": 0.00085,
|
| 7 |
+
"clip_sample": false,
|
| 8 |
+
"num_train_timesteps": 1000,
|
| 9 |
+
"prediction_type": "epsilon",
|
| 10 |
+
"set_alpha_to_one": false,
|
| 11 |
+
"skip_prk_steps": true,
|
| 12 |
+
"steps_offset": 1,
|
| 13 |
+
"trained_betas": null
|
| 14 |
+
}
|
text_encoder/config.json
ADDED
|
@@ -0,0 +1,25 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "runwayml/stable-diffusion-v1-5",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"CLIPTextModel"
|
| 5 |
+
],
|
| 6 |
+
"attention_dropout": 0.0,
|
| 7 |
+
"bos_token_id": 0,
|
| 8 |
+
"dropout": 0.0,
|
| 9 |
+
"eos_token_id": 2,
|
| 10 |
+
"hidden_act": "quick_gelu",
|
| 11 |
+
"hidden_size": 768,
|
| 12 |
+
"initializer_factor": 1.0,
|
| 13 |
+
"initializer_range": 0.02,
|
| 14 |
+
"intermediate_size": 3072,
|
| 15 |
+
"layer_norm_eps": 1e-05,
|
| 16 |
+
"max_position_embeddings": 77,
|
| 17 |
+
"model_type": "clip_text_model",
|
| 18 |
+
"num_attention_heads": 12,
|
| 19 |
+
"num_hidden_layers": 12,
|
| 20 |
+
"pad_token_id": 1,
|
| 21 |
+
"projection_dim": 768,
|
| 22 |
+
"torch_dtype": "float32",
|
| 23 |
+
"transformers_version": "4.26.1",
|
| 24 |
+
"vocab_size": 49440
|
| 25 |
+
}
|
text_encoder/pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ae585a7ca7c2b639b69fe25bc8eaa8e17142da8e0ba59f5b205003e3efbe5765
|
| 3 |
+
size 492406391
|
tokenizer/added_tokens.json
ADDED
|
@@ -0,0 +1,34 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"<metastatic-tumor>": 49408,
|
| 3 |
+
"<metastatic-tumor>_1": 49409,
|
| 4 |
+
"<metastatic-tumor>_10": 49418,
|
| 5 |
+
"<metastatic-tumor>_11": 49419,
|
| 6 |
+
"<metastatic-tumor>_12": 49420,
|
| 7 |
+
"<metastatic-tumor>_13": 49421,
|
| 8 |
+
"<metastatic-tumor>_14": 49422,
|
| 9 |
+
"<metastatic-tumor>_15": 49423,
|
| 10 |
+
"<metastatic-tumor>_16": 49424,
|
| 11 |
+
"<metastatic-tumor>_17": 49425,
|
| 12 |
+
"<metastatic-tumor>_18": 49426,
|
| 13 |
+
"<metastatic-tumor>_19": 49427,
|
| 14 |
+
"<metastatic-tumor>_2": 49410,
|
| 15 |
+
"<metastatic-tumor>_20": 49428,
|
| 16 |
+
"<metastatic-tumor>_21": 49429,
|
| 17 |
+
"<metastatic-tumor>_22": 49430,
|
| 18 |
+
"<metastatic-tumor>_23": 49431,
|
| 19 |
+
"<metastatic-tumor>_24": 49432,
|
| 20 |
+
"<metastatic-tumor>_25": 49433,
|
| 21 |
+
"<metastatic-tumor>_26": 49434,
|
| 22 |
+
"<metastatic-tumor>_27": 49435,
|
| 23 |
+
"<metastatic-tumor>_28": 49436,
|
| 24 |
+
"<metastatic-tumor>_29": 49437,
|
| 25 |
+
"<metastatic-tumor>_3": 49411,
|
| 26 |
+
"<metastatic-tumor>_30": 49438,
|
| 27 |
+
"<metastatic-tumor>_31": 49439,
|
| 28 |
+
"<metastatic-tumor>_4": 49412,
|
| 29 |
+
"<metastatic-tumor>_5": 49413,
|
| 30 |
+
"<metastatic-tumor>_6": 49414,
|
| 31 |
+
"<metastatic-tumor>_7": 49415,
|
| 32 |
+
"<metastatic-tumor>_8": 49416,
|
| 33 |
+
"<metastatic-tumor>_9": 49417
|
| 34 |
+
}
|