Commit
·
74f8b2e
1
Parent(s):
9c6a584
End of training
Browse files- README.md +25 -0
- image_0.png +0 -0
- image_1.png +0 -0
- image_2.png +0 -0
- image_3.png +0 -0
- image_4.png +0 -0
- image_5.png +0 -0
- image_6.png +0 -0
- log/text2image-fine-tune/1686718938.2207263/events.out.tfevents.1686718938.A40-20230526-003.3793953.1 +3 -0
- log/text2image-fine-tune/1686718938.2222803/hparams.yml +49 -0
- log/text2image-fine-tune/events.out.tfevents.1686718938.A40-20230526-003.3793953.0 +3 -0
- pytorch_lora_weights.bin +3 -0
README.md
ADDED
|
@@ -0,0 +1,25 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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 |
+
- lora
|
| 11 |
+
inference: true
|
| 12 |
+
---
|
| 13 |
+
|
| 14 |
+
# LoRA text2image fine-tuning - deepgoyal19/lora_tensorboard
|
| 15 |
+
These are LoRA adaption weights for runwayml/stable-diffusion-v1-5. The weights were fine-tuned on the lambdalabs/pokemon-blip-captions dataset. You can find some example images in the following.
|
| 16 |
+
|
| 17 |
+

|
| 18 |
+

|
| 19 |
+

|
| 20 |
+

|
| 21 |
+

|
| 22 |
+

|
| 23 |
+

|
| 24 |
+
|
| 25 |
+
|
image_0.png
ADDED
|
image_1.png
ADDED
|
image_2.png
ADDED
|
image_3.png
ADDED
|
image_4.png
ADDED
|
image_5.png
ADDED
|
image_6.png
ADDED
|
log/text2image-fine-tune/1686718938.2207263/events.out.tfevents.1686718938.A40-20230526-003.3793953.1
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e7de852e73b9628508dc0879c8244a922cf643fb96bac22d053de6e2658d2fe2
|
| 3 |
+
size 2769
|
log/text2image-fine-tune/1686718938.2222803/hparams.yml
ADDED
|
@@ -0,0 +1,49 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
accelerate_device: cuda:7
|
| 2 |
+
accelerate_local_process_index: 0
|
| 3 |
+
accelerate_num_processes: 1
|
| 4 |
+
accelerate_optimizer_step_was_skipped: false
|
| 5 |
+
accelerate_process_index: 0
|
| 6 |
+
accelerate_sync_gradients: true
|
| 7 |
+
accelerate_use_distributed: false
|
| 8 |
+
adam_beta1: 0.9
|
| 9 |
+
adam_beta2: 0.999
|
| 10 |
+
adam_epsilon: 1.0e-08
|
| 11 |
+
adam_weight_decay: 0.01
|
| 12 |
+
allow_tf32: false
|
| 13 |
+
checkpointing_steps: 500
|
| 14 |
+
checkpoints_total_limit: null
|
| 15 |
+
disable_tqdm: false
|
| 16 |
+
enable_xformers_memory_efficient_attention: true
|
| 17 |
+
eval_dataset_path: null
|
| 18 |
+
fp16_backend: auto
|
| 19 |
+
fp16_opt_level: O1
|
| 20 |
+
gradient_accumulation_steps: 1
|
| 21 |
+
gradient_checkpointing: true
|
| 22 |
+
hub_model_id: lora_tensorboard
|
| 23 |
+
hub_token: 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
|
| 24 |
+
input_perturbation: 0
|
| 25 |
+
learning_rate: 1.0e-06
|
| 26 |
+
logging_dir: log
|
| 27 |
+
lr_scheduler: constant
|
| 28 |
+
lr_warmup_steps: 0
|
| 29 |
+
max_grad_norm: 1
|
| 30 |
+
max_train_samples: null
|
| 31 |
+
max_train_steps: 15
|
| 32 |
+
mixed_precision: fp16
|
| 33 |
+
noise_offset: 1
|
| 34 |
+
num_train_epochs: 1
|
| 35 |
+
num_validation_images: 1
|
| 36 |
+
output_dir: /home/deepanshu/lmflowdiff/Model
|
| 37 |
+
push_to_hub: true
|
| 38 |
+
report_to: tensorboard
|
| 39 |
+
resume_from_checkpoint: latest
|
| 40 |
+
save_steps: 1000
|
| 41 |
+
save_total_limit: null
|
| 42 |
+
scale_lr: false
|
| 43 |
+
seed: 123
|
| 44 |
+
snr_gamma: null
|
| 45 |
+
tracker_project_name: text2image-fine-tune
|
| 46 |
+
train_batch_size: 1
|
| 47 |
+
use_8bit_adam: false
|
| 48 |
+
validation_epochs: 15
|
| 49 |
+
validation_prompts: pikachu
|
log/text2image-fine-tune/events.out.tfevents.1686718938.A40-20230526-003.3793953.0
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:56db31fb0d75f58bcda44e6a5b551b0cd8ff59e10469290b8395270cf6c752b0
|
| 3 |
+
size 3824602
|
pytorch_lora_weights.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4d14328da327f8066f7a7275c0b6f2aa45df754a8cdb357e78dace6a1a0fd180
|
| 3 |
+
size 3287771
|