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README.md
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---
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license: creativeml-openrail-m
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base_model: runwayml/stable-diffusion-v1-5
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tags:
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- stable-diffusion
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- stable-diffusion-diffusers
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- text-to-image
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- diffusers
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- lora
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inference: true
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---
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# LoRA text2image fine-tuning - asrimanth/srimanth-thumbs-up-lora-plain
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These are LoRA adaption weights for runwayml/stable-diffusion-v1-5. The weights were fine-tuned on the None dataset. You can find some example images in the following.
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![img_0](./image_0.png)
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![img_1](./image_1.png)
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![img_2](./image_2.png)
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![img_3](./image_3.png)
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07/11/2023 23:44:37 - INFO - __main__ - Distributed environment: MULTI_GPU Backend: nccl
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
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wandb/run-20230711_234436-1hfogln2/files/wandb-metadata.json
ADDED
@@ -0,0 +1,431 @@
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
1 |
+
{
|
2 |
+
"os": "Linux-5.15.0-52-generic-x86_64-with-glibc2.29",
|
3 |
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"python": "3.8.10",
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4 |
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"heartbeatAt": "2023-07-12T03:44:37.921043",
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5 |
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"startedAt": "2023-07-12T03:44:36.328250",
|
6 |
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"docker": null,
|
7 |
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"cuda": null,
|
8 |
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"args": [
|
9 |
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"--pretrained_model_name_or_path=runwayml/stable-diffusion-v1-5",
|
10 |
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"--train_data_dir=/l/vision/v5/sragas/easel_ai/thumbs_up_srimanth_plain/",
|
11 |
+
"--resolution=512",
|
12 |
+
"--center_crop",
|
13 |
+
"--random_flip",
|
14 |
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"--train_batch_size=2",
|
15 |
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"--gradient_accumulation_steps=4",
|
16 |
+
"--num_train_epochs=300",
|
17 |
+
"--learning_rate=1e-5",
|
18 |
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"--max_grad_norm=1",
|
19 |
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"--lr_scheduler=cosine",
|
20 |
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"--lr_warmup_steps=500",
|
21 |
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"--output_dir=/l/vision/v5/sragas/easel_ai/models_srimanth_plain/",
|
22 |
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"--checkpointing_steps=500",
|
23 |
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"--report_to=wandb",
|
24 |
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"--validation_prompt=srimanth thumbs up",
|
25 |
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"--seed=15",
|
26 |
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"--push_to_hub",
|
27 |
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"--hub_model_id=srimanth-thumbs-up-lora-plain"
|
28 |
+
],
|
29 |
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"state": "running",
|
30 |
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"program": "train_text_to_image_lora.py",
|
31 |
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"codePath": "train_text_to_image_lora.py",
|
32 |
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"host": "snorlax",
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33 |
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"username": "sragas",
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34 |
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"executable": "/nfs/blitzle/home/data/vision5/sragas/easel_venv/bin/python3",
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35 |
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{
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2023-07-11 23:44:36,346 INFO MainThread:2304177 [wandb_setup.py:_flush():76] Current SDK version is 0.15.4
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2023-07-11 23:44:36,346 INFO MainThread:2304177 [wandb_setup.py:_flush():76] Loading settings from environment variables: {}
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2023-07-11 23:44:36,347 INFO MainThread:2304177 [wandb_init.py:_log_setup():507] Logging user logs to /l/vision/v5/sragas/easel_ai/models_srimanth_plain/wandb/run-20230711_234436-1hfogln2/logs/debug.log
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2023-07-11 23:44:36,347 INFO MainThread:2304177 [wandb_init.py:_log_setup():508] Logging internal logs to /l/vision/v5/sragas/easel_ai/models_srimanth_plain/wandb/run-20230711_234436-1hfogln2/logs/debug-internal.log
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2023-07-11 23:44:36,356 INFO MainThread:2304177 [wandb_init.py:init():703] updated telemetry
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