Upload folder using huggingface_hub

.gitattributes

@@ -33,3 +33,17 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+logs/20231117085552/wandb/run-20231117_085656-hf8ykeyx/files/media/images/sample_0_149_9acbaa99fb15c017cbb0.png filter=lfs diff=lfs merge=lfs -text
+logs/20231117085552/wandb/run-20231117_085656-hf8ykeyx/files/media/images/sample_0_299_21ebb3119669773f9840.png filter=lfs diff=lfs merge=lfs -text
+logs/20231117085552/wandb/run-20231117_085656-hf8ykeyx/files/media/images/sample_0_449_5d64336bece18f607be4.png filter=lfs diff=lfs merge=lfs -text
+logs/20231117085552/wandb/run-20231117_085656-hf8ykeyx/files/media/images/sample_0_599_f33025ee89c6383b142f.png filter=lfs diff=lfs merge=lfs -text
+logs/20231117085552/wandb/run-20231117_085656-hf8ykeyx/files/media/images/sample_0_749_b4584a4b456499262774.png filter=lfs diff=lfs merge=lfs -text
+logs/20231117085552/wandb/run-20231117_085656-hf8ykeyx/files/media/images/sample_1_150_b7c26fa9bbca9c3cddb4.png filter=lfs diff=lfs merge=lfs -text
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+output/rupid79_xllora/sample/rupid79_xllora_20231117091422_000150_00.png filter=lfs diff=lfs merge=lfs -text
+output/rupid79_xllora/sample/rupid79_xllora_20231117091458_000150_01.png filter=lfs diff=lfs merge=lfs -text
+output/rupid79_xllora/sample/rupid79_xllora_20231117093159_000300_00.png filter=lfs diff=lfs merge=lfs -text
+output/rupid79_xllora/sample/rupid79_xllora_20231117095001_000450_00.png filter=lfs diff=lfs merge=lfs -text
+output/rupid79_xllora/sample/rupid79_xllora_20231117095036_000450_01.png filter=lfs diff=lfs merge=lfs -text
+output/rupid79_xllora/sample/rupid79_xllora_20231117100749_000600_00.png filter=lfs diff=lfs merge=lfs -text
+output/rupid79_xllora/sample/rupid79_xllora_20231117102544_000750_00.png filter=lfs diff=lfs merge=lfs -text

config/config_file.toml

@@ -0,0 +1,85 @@
+[sdxl_arguments]
+cache_text_encoder_outputs = false
+no_half_vae = true
+min_timestep = 0
+max_timestep = 1000
+shuffle_caption = true
+lowram = true
+
+[model_arguments]
+pretrained_model_name_or_path = "gsdf/CounterfeitXL"
+vae = "/content/vae/sdxl_vae.safetensors"
+network_weights = "/content/LoRA/rupid79_xllora.safetensors"
+
+[dataset_arguments]
+debug_dataset = false
+in_json = "/content/LoRA/meta_lat.json"
+train_data_dir = "/content/LoRA/train_data"
+dataset_repeats = 5
+keep_tokens = 1
+resolution = "1024,1024"
+color_aug = false
+token_warmup_min = 1
+token_warmup_step = 0
+
+[training_arguments]
+output_dir = "/content/LoRA/output/rupid79_xllora"
+output_name = "rupid79_xllora"
+save_precision = "fp16"
+save_every_n_epochs = 1
+train_batch_size = 4
+max_token_length = 225
+mem_eff_attn = false
+sdpa = true
+xformers = false
+max_train_epochs = 10
+max_data_loader_n_workers = 8
+persistent_data_loader_workers = true
+gradient_checkpointing = true
+gradient_accumulation_steps = 1
+mixed_precision = "fp16"
+
+[logging_arguments]
+log_with = "wandb"
+log_tracker_name = "rupid79_xllora_2"
+logging_dir = "/content/LoRA/logs"
+
+[sample_prompt_arguments]
+sample_every_n_steps = 150
+sample_sampler = "euler_a"
+
+[saving_arguments]
+save_model_as = "safetensors"
+
+[optimizer_arguments]
+optimizer_type = "AdaFactor"
+learning_rate = 4e-5
+max_grad_norm = 0
+optimizer_args = [ "scale_parameter=False", "relative_step=False", "warmup_init=False",]
+lr_scheduler = "constant_with_warmup"
+lr_warmup_steps = 100
+
+[additional_network_arguments]
+no_metadata = false
+network_module = "networks.lora"
+network_dim = 32
+network_alpha = 16
+network_args = []
+network_train_unet_only = true
+
+[advanced_training_config]
+save_state = false
+save_last_n_epochs_state = true
+caption_dropout_rate = 0
+caption_tag_dropout_rate = 0.5
+caption_dropout_every_n_epochs = 0
+min_snr_gamma = 5
+
+[upload_arguments]
+async_upload = true
+huggingface_repo_id = "nekofura/rpd"
+huggingface_repo_type = "model"
+huggingface_path_in_repo = "/model"
+huggingface_token = "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"
+huggingface_repo_visibility = "public"
+

config/sample_prompt.toml

@@ -0,0 +1,12 @@
+[prompt]
+negative_prompt = "3d render, smooth, plastic, blurry, grainy, low-resolution, deep-fried, oversaturated"
+width = 1024
+height = 1024
+scale = 12
+sample_steps = 28
+[[prompt.subset]]
+prompt = "1girl, long hair, breasts, large breasts, black hair, gloves, holding, cleavage, sitting, ponytail, weapon, holding weapon, lips, gun, bodysuit, makeup, lipstick, building, rifle, science fiction, aircraft, center opening, red lips, sniper rifle, head-mounted display, helicopter"
+
+[[prompt.subset]]
+prompt = "solo, looking at viewer, 1boy, holding, standing, full body, weapon, white hair, male focus, sword, dark skin, cape, holding weapon, armor, glowing, holding sword, shoulder armor, gauntlets, pauldrons, breastplate, red cape, greaves, glowing weapon, black armor, glowing sword, flaming sword"
+

logs/20231117083158/wandb/debug.log

@@ -0,0 +1,29 @@
+2023-11-17 08:33:59,182 INFO    MainThread:5631 [wandb_setup.py:_flush():76] Current SDK version is 0.15.7
+2023-11-17 08:33:59,182 INFO    MainThread:5631 [wandb_setup.py:_flush():76] Configure stats pid to 5631
+2023-11-17 08:33:59,182 INFO    MainThread:5631 [wandb_setup.py:_flush():76] Loading settings from /root/.config/wandb/settings
+2023-11-17 08:33:59,182 INFO    MainThread:5631 [wandb_setup.py:_flush():76] Loading settings from /content/kohya-trainer/wandb/settings
+2023-11-17 08:33:59,182 INFO    MainThread:5631 [wandb_setup.py:_flush():76] Loading settings from environment variables: {'root_dir': '/content/LoRA/logs/20231117083158'}
+2023-11-17 08:33:59,182 INFO    MainThread:5631 [wandb_setup.py:_flush():76] Inferring run settings from compute environment: {'program_relpath': 'sdxl_train_network.py', 'program': '/content/kohya-trainer/sdxl_train_network.py'}
+2023-11-17 08:33:59,182 INFO    MainThread:5631 [wandb_setup.py:_flush():76] Applying login settings: {'api_key': '***REDACTED***'}
+2023-11-17 08:33:59,182 INFO    MainThread:5631 [wandb_setup.py:_flush():76] Applying login settings: {'api_key': '***REDACTED***'}
+2023-11-17 08:33:59,182 INFO    MainThread:5631 [wandb_init.py:_log_setup():507] Logging user logs to /content/LoRA/logs/20231117083158/wandb/run-20231117_083359-f858xji5/logs/debug.log
+2023-11-17 08:33:59,183 INFO    MainThread:5631 [wandb_init.py:_log_setup():508] Logging internal logs to /content/LoRA/logs/20231117083158/wandb/run-20231117_083359-f858xji5/logs/debug-internal.log
+2023-11-17 08:33:59,183 INFO    MainThread:5631 [wandb_init.py:init():547] calling init triggers
+2023-11-17 08:33:59,183 INFO    MainThread:5631 [wandb_init.py:init():554] wandb.init called with sweep_config: {}
+config: {}
+2023-11-17 08:33:59,183 INFO    MainThread:5631 [wandb_init.py:init():596] starting backend
+2023-11-17 08:33:59,183 INFO    MainThread:5631 [wandb_init.py:init():600] setting up manager
+2023-11-17 08:33:59,186 INFO    MainThread:5631 [backend.py:_multiprocessing_setup():106] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
+2023-11-17 08:33:59,194 INFO    MainThread:5631 [wandb_init.py:init():606] backend started and connected
+2023-11-17 08:33:59,196 INFO    MainThread:5631 [wandb_init.py:init():697] updated telemetry
+2023-11-17 08:33:59,216 INFO    MainThread:5631 [wandb_init.py:init():730] communicating run to backend with 60.0 second timeout
+2023-11-17 08:33:59,511 INFO    MainThread:5631 [wandb_run.py:_on_init():2174] communicating current version
+2023-11-17 08:33:59,699 INFO    MainThread:5631 [wandb_run.py:_on_init():2183] got version response upgrade_message: "wandb version 0.16.0 is available!  To upgrade, please run:\n $ pip install wandb --upgrade"
+
+2023-11-17 08:33:59,699 INFO    MainThread:5631 [wandb_init.py:init():781] starting run threads in backend
+2023-11-17 08:33:59,774 INFO    MainThread:5631 [wandb_run.py:_console_start():2153] atexit reg
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+2023-11-17 08:33:59,774 INFO    MainThread:5631 [wandb_run.py:_redirect():2073] Wrapping output streams.
+2023-11-17 08:33:59,774 INFO    MainThread:5631 [wandb_run.py:_redirect():2098] Redirects installed.
+2023-11-17 08:33:59,776 INFO    MainThread:5631 [wandb_init.py:init():822] run started, returning control to user process
+2023-11-17 08:43:58,960 WARNING MsgRouterThr:5631 [router.py:message_loop():77] message_loop has been closed

logs/20231117083158/wandb/run-20231117_083359-f858xji5/files/config.yaml

@@ -0,0 +1,44 @@
+wandb_version: 1
+
+_wandb:
+  desc: null
+  value:
+    python_version: 3.10.12
+    cli_version: 0.15.7
+    framework: huggingface
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+    is_kaggle_kernel: false
+    start_time: 1700210039.194491
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logs/20231117083158/wandb/run-20231117_083359-f858xji5/files/output.log

@@ -0,0 +1,74 @@
+
+epoch 1/10
+saving checkpoint: /content/LoRA/output/rupid79_xllora/rupid79_xllora-000001.safetensors
+saving state at epoch 1
+Traceback (most recent call last):
+  File "/content/kohya-trainer/sdxl_train_network.py", line 174, in <module>
+    trainer.train(args)
+  File "/content/kohya-trainer/train_network.py", line 878, in train
+    train_util.save_and_remove_state_on_epoch_end(args, accelerator, epoch + 1)
+  File "/content/kohya-trainer/library/train_util.py", line 3967, in save_and_remove_state_on_epoch_end
+    accelerator.save_state(state_dir)
+  File "/usr/local/lib/python3.10/dist-packages/accelerate/accelerator.py", line 2314, in save_state
+    weights.append(self.get_state_dict(model, unwrap=False))
+  File "/usr/local/lib/python3.10/dist-packages/accelerate/accelerator.py", line 2603, in get_state_dict
+    state_dict[k] = state_dict[k].float()
+torch.cuda.OutOfMemoryError: CUDA out of memory. Tried to allocate 20.00 MiB (GPU 0; 14.75 GiB total capacity; 12.92 GiB already allocated; 18.81 MiB free; 13.46 GiB reserved in total by PyTorch) If reserved memory is >> allocated memory try setting max_split_size_mb to avoid fragmentation.  See documentation for Memory Management and PYTORCH_CUDA_ALLOC_CONF
+                                                                          ╭─────────────────────────────── Traceback (most recent call last) ────────────────────────────────╮
+│ /content/kohya-trainer/sdxl_train_network.py:174 in <module>                                     │
+│                                                                                                  │
+│   171 │   args = train_util.read_config_from_file(args, parser)                                  │
+│   172 │                                                                                          │
+│   173 │   trainer = SdxlNetworkTrainer()                                                         │
+│ ❱ 174 │   trainer.train(args)                                                                    │
+│   175                                                                                            │
+│                                                                                                  │
+│ /content/kohya-trainer/train_network.py:878 in train                                             │
+│                                                                                                  │
+│   875 │   │   │   │   │   │   remove_model(remove_ckpt_name)                                     │
+│   876 │   │   │   │   │                                                                          │
+│   877 │   │   │   │   │   if args.save_state:                                                    │
+│ ❱ 878 │   │   │   │   │   │   train_util.save_and_remove_state_on_epoch_end(args, accelerator,   │
+│   879 │   │   │                                                                                  │
+│   880 │   │   │   self.sample_images(accelerator, args, epoch + 1, global_step, accelerator.de   │
+│   881                                                                                            │
+│                                                                                                  │
+│ /content/kohya-trainer/library/train_util.py:3967 in save_and_remove_state_on_epoch_end          │
+│                                                                                                  │
+│   3964 │   os.makedirs(args.output_dir, exist_ok=True)                                           │
+│   3965 │                                                                                         │
+│   3966 │   state_dir = os.path.join(args.output_dir, EPOCH_STATE_NAME.format(model_name, epoch_  │
+│ ❱ 3967 │   accelerator.save_state(state_dir)                                                     │
+│   3968 │   if args.save_state_to_huggingface:                                                    │
+│   3969 │   │   print("uploading state to huggingface.")                                          │
+│   3970 │   │   huggingface_util.upload(args, state_dir, "/" + EPOCH_STATE_NAME.format(model_nam  │
+│                                                                                                  │
+│ /usr/local/lib/python3.10/dist-packages/accelerate/accelerator.py:2314 in save_state             │
+│                                                                                                  │
+│   2311 │   │   │   │   model.save_checkpoint(output_dir)                                         │
+│   2312 │   │   │   │   logger.info(f"Megatron-LM Model , Optimizer and Scheduler saved to outpu  │
+│   2313 │   │   │   else:                                                                         │
+│ ❱ 2314 │   │   │   │   weights.append(self.get_state_dict(model, unwrap=False))                  │
+│   2315 │   │                                                                                     │
+│   2316 │   │   # Save the optimizers taking care of FSDP and DeepSpeed nuances                   │
+│   2317 │   │   optimizers = []                                                                   │
+│                                                                                                  │
+│ /usr/local/lib/python3.10/dist-packages/accelerate/accelerator.py:2603 in get_state_dict         │
+│                                                                                                  │
+│   2600 │   │   if state_dict is not None:                                                        │
+│   2601 │   │   │   for k in state_dict:                                                          │
+│   2602 │   │   │   │   if getattr(state_dict[k], "dtype", None) == torch.float16:                │
+│ ❱ 2603 │   │   │   │   │   state_dict[k] = state_dict[k].float()                                 │
+│   2604 │   │                                                                                     │
+│   2605 │   │   return state_dict                                                                 │
+│   2606                                                                                           │
+╰──────────────────────────────────────────────────────────────────────────────────────────────────╯
+OutOfMemoryError: CUDA out of memory. Tried to allocate 20.00 MiB (GPU 0; 14.75 GiB total capacity;
+12.92 GiB already allocated; 18.81 MiB free; 13.46 GiB reserved in total by PyTorch) If reserved
+memory is >> allocated memory try setting max_split_size_mb to avoid fragmentation.  See
+documentation for Memory Management and PYTORCH_CUDA_ALLOC_CONF
+
+
+
+
+Upload 1 LFS files: 100% 1/1 [00:08<00:00,  8.88s/it]:06<00:00, 36.8MB/s]

logs/20231117083158/wandb/run-20231117_083359-f858xji5/files/requirements.txt

@@ -0,0 +1,556 @@
+absl-py==1.4.0
+accelerate==0.19.0
+aiohttp==3.8.6
+aiosignal==1.3.1
+alabaster==0.7.13
+albumentations==1.3.1
+altair==4.2.2
+antlr4-python3-runtime==4.9.3
+anyio==3.7.1
+appdirs==1.4.4
+argon2-cffi-bindings==21.2.0
+argon2-cffi==23.1.0
+array-record==0.5.0
+arviz==0.15.1
+astropy==5.3.4
+astunparse==1.6.3
+async-timeout==4.0.3
+atpublic==4.0
+attrs==23.1.0
+audioread==3.0.1
+autograd==1.6.2
+babel==2.13.1
+backcall==0.2.0
+beautifulsoup4==4.11.2
+bidict==0.22.1
+bigframes==0.13.0
+bitsandbytes==0.39.1
+bleach==6.1.0
+blinker==1.4
+blis==0.7.11
+blosc2==2.0.0
+bokeh==3.3.0
+bqplot==0.12.42
+braceexpand==0.1.7
+branca==0.7.0
+build==1.0.3
+cachecontrol==0.13.1
+cachetools==5.3.2
+catalogue==2.0.10
+certifi==2023.7.22
+cffi==1.16.0
+cfgv==3.4.0
+chardet==5.2.0
+charset-normalizer==3.3.2
+chex==0.1.7
+click-plugins==1.1.1
+click==8.1.7
+cligj==0.7.2
+cloudpickle==2.2.1
+cmake==3.27.7
+cmdstanpy==1.2.0
+colorcet==3.0.1
+colorlover==0.3.0
+colour==0.1.5
+community==1.0.0b1
+confection==0.1.3
+cons==0.4.6
+contextlib2==21.6.0
+contexttimer==0.3.3
+contourpy==1.2.0
+cryptography==41.0.5
+cufflinks==0.17.3
+cupy-cuda11x==11.0.0
+cvxopt==1.3.2
+cvxpy==1.3.2
+cycler==0.12.1
+cymem==2.0.8
+cython==3.0.5
+dadaptation==3.1
+dask==2023.8.1
+datascience==0.17.6
+db-dtypes==1.1.1
+dbus-python==1.2.18
+debugpy==1.6.6
+decorator==4.4.2
+decord==0.6.0
+defusedxml==0.7.1
+diffusers==0.18.2
+dill==0.3.7
+discord-protos==0.0.2
+discord.py-self==2.0.0
+diskcache==5.6.3
+distlib==0.3.7
+distributed==2023.8.1
+distro==1.7.0
+dlib==19.24.2
+dm-tree==0.1.8
+docker-pycreds==0.4.0
+docutils==0.18.1
+dopamine-rl==4.0.6
+duckdb==0.9.1
+earthengine-api==0.1.377
+easydict==1.11
+ecos==2.0.12
+editdistance==0.6.2
+eerepr==0.0.4
+einops==0.6.0
+elfinder-client==2.1.55a16
+en-core-web-sm==3.6.0
+entrypoints==0.4
+et-xmlfile==1.1.0
+etils==1.5.2
+etuples==0.3.9
+exceptiongroup==1.1.3
+fairscale==0.4.4
+fastai==2.7.13
+fastapi==0.104.1
+fastcore==1.5.29
+fastdownload==0.0.7
+fastjsonschema==2.18.1
+fastprogress==1.0.3
+fastrlock==0.8.2
+filelock==3.13.1
+fiona==1.9.5
+firebase-admin==5.3.0
+flask==2.2.5
+flatbuffers==23.5.26
+flax==0.7.5
+folium==0.14.0
+fonttools==4.44.0
+frozendict==2.3.8
+frozenlist==1.4.0
+fsspec==2023.6.0
+ftfy==6.1.1
+future==0.18.3
+gallery-dl==1.25.6
+gast==0.5.4
+gcsfs==2023.6.0
+gdal==3.4.3
+gdown==4.7.1
+geemap==0.28.2
+gensim==4.3.2
+geocoder==1.38.1
+geographiclib==2.0
+geopandas==0.13.2
+geopy==2.3.0
+gin-config==0.5.0
+gitdb==4.0.11
+gitpython==3.1.40
+glob2==0.7
+google-api-core==2.11.1
+google-api-python-client==2.84.0
+google-auth-httplib2==0.1.1
+google-auth-oauthlib==1.0.0
+google-auth==2.17.3
+google-cloud-bigquery-connection==1.12.1
+google-cloud-bigquery-storage==2.22.0
+google-cloud-bigquery==3.12.0
+google-cloud-core==2.3.3
+google-cloud-datastore==2.15.2
+google-cloud-firestore==2.11.1
+google-cloud-functions==1.13.3
+google-cloud-iam==2.12.2
+google-cloud-language==2.9.1
+google-cloud-resource-manager==1.10.4
+google-cloud-storage==2.8.0
+google-cloud-translate==3.11.3
+google-colab==1.0.0
+google-crc32c==1.5.0
+google-pasta==0.2.0
+google-resumable-media==2.6.0
+google==2.0.3
+googleapis-common-protos==1.61.0
+googledrivedownloader==0.4
+graphviz==0.20.1
+greenlet==3.0.1
+grpc-google-iam-v1==0.12.6
+grpcio-status==1.48.2
+grpcio==1.59.2
+gspread-dataframe==3.3.1
+gspread==3.4.2
+gym-notices==0.0.8
+gym==0.25.2
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logs/20231117085552/wandb/run-20231117_085656-hf8ykeyx/files/config.yaml

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logs/20231117085552/wandb/run-20231117_085656-hf8ykeyx/files/output.log

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+generating sample images at step / サンプル画像生成 ステップ: 150
+prompt: 1girl, long hair, breasts, large breasts, black hair, gloves, holding, cleavage, sitting, ponytail, weapon, holding weapon, lips, gun, bodysuit, makeup, lipstick, building, rifle, science fiction, aircraft, center opening, red lips, sniper rifle, head-mounted display, helicopter
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+prompt: 1girl, long hair, breasts, large breasts, black hair, gloves, holding, cleavage, sitting, ponytail, weapon, holding weapon, lips, gun, bodysuit, makeup, lipstick, building, rifle, science fiction, aircraft, center opening, red lips, sniper rifle, head-mounted display, helicopter
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+ 96% 27/28 [00:30<00:01,  1.13s/it]
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+saving checkpoint: /content/LoRA/output/rupid79_xllora/rupid79_xllora-000004.safetensors
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+
+
+Upload 1 LFS files: 100% 1/1 [00:06<00:00,  6.65s/it]:05<00:00, 30.5MB/s]
+saving checkpoint: /content/LoRA/output/rupid79_xllora/rupid79_xllora-000005.safetensors
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+
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+Upload 1 LFS files: 100% 1/1 [00:05<00:00,  5.61s/it]:04<00:00, 36.9MB/s]
+generating sample images at step / サンプル画像生成 ステップ: 450
+prompt: 1girl, long hair, breasts, large breasts, black hair, gloves, holding, cleavage, sitting, ponytail, weapon, holding weapon, lips, gun, bodysuit, makeup, lipstick, building, rifle, science fiction, aircraft, center opening, red lips, sniper rifle, head-mounted display, helicopter
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+ 93% 26/28 [00:29<00:02,  1.13s/it]
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+
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+Upload 1 LFS files: 100% 1/1 [00:05<00:00,  5.65s/it]:04<00:00, 33.0MB/s]
+generating sample images at step / サンプル画像生成 ステップ: 600
+prompt: 1girl, long hair, breasts, large breasts, black hair, gloves, holding, cleavage, sitting, ponytail, weapon, holding weapon, lips, gun, bodysuit, makeup, lipstick, building, rifle, science fiction, aircraft, center opening, red lips, sniper rifle, head-mounted display, helicopter
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+negative_prompt: 3d render, smooth, plastic, blurry, grainy, low-resolution, deep-fried, oversaturated
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+saving checkpoint: /content/LoRA/output/rupid79_xllora/rupid79_xllora-000007.safetensors
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+
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+Upload 1 LFS files: 100% 1/1 [00:05<00:00,  5.52s/it]:04<00:00, 37.6MB/s]
+saving checkpoint: /content/LoRA/output/rupid79_xllora/rupid79_xllora-000008.safetensors
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+
+
+
+Upload 1 LFS files: 100% 1/1 [00:06<00:00,  6.48s/it]:05<00:00, 31.7MB/s]
+generating sample images at step / サンプル画像生成 ステップ: 750
+prompt: 1girl, long hair, breasts, large breasts, black hair, gloves, holding, cleavage, sitting, ponytail, weapon, holding weapon, lips, gun, bodysuit, makeup, lipstick, building, rifle, science fiction, aircraft, center opening, red lips, sniper rifle, head-mounted display, helicopter
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+ 93% 26/28 [00:29<00:02,  1.12s/it]
+saving checkpoint: /content/LoRA/output/rupid79_xllora/rupid79_xllora-000009.safetensors
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+Upload 1 LFS files: 100% 1/1 [00:07<00:00,  7.35s/it]:06<00:00, 25.0MB/s]

logs/20231117085552/wandb/run-20231117_085656-hf8ykeyx/files/requirements.txt

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+  },
+  "/content/LoRA/train_data/artstation_578971_1518624_blood.jpg": {
+    "tags": "1girl, solo, long hair, red eyes, weapon, white hair, sword, cape, armor, night, colored skin, moon, crown, gauntlets, pale skin",
+    "caption": "a demonic knight with a sword and a demon on a horse"
+  },
+  "/content/LoRA/train_data/artstation_578977_1518641_armor.jpg": {
+    "tags": "1girl, solo, long hair, breasts, looking at viewer, large breasts, black hair, red eyes, holding, weapon, sword, holding weapon, armor, lips, blood, holding sword, helmet, gauntlets, revealing clothes, skull, bikini armor",
+    "caption": "a woman with a large breast is surrounded by demonic creatures"
+  },
+  "/content/LoRA/train_data/artstation_6098669_22040293_Blood armor.jpg": {
+    "tags": "1girl, long hair, breasts, looking at viewer, black hair, red eyes, cleavage, weapon, wings, sword, armor, blood, rain, skull",
+    "caption": "a woman with a sword and a demon on a table"
+  },
+  "/content/LoRA/train_data/artstation_6110748_22085617_white knight.jpg": {
+    "tags": "1girl, short hair, thighhighs, sitting, weapon, white hair, boots, sword, cape, armor, lips, grey eyes, crossed legs, helmet, gauntlets, dragon, greaves, knight",
+    "caption": "a woman in armor sitting on a ledge"
+  },
+  "/content/LoRA/train_data/artstation_6122715_22130528_Assassin.jpg": {
+    "tags": "1girl, solo, long hair, breasts, looking at viewer, blue eyes, blonde hair, simple background, holding, hair between eyes, weapon, ass, pointy ears, sword, dark skin, holding weapon, armor, dark-skinned female, lips, grey eyes, tattoo, knife, elf, gauntlets, dual wielding, holding knife, dagger, bikini armor, reverse grip, dark elf",
+    "caption": "a woman in a sexy outfit holding a sword"
+  },
+  "/content/LoRA/train_data/artstation_612905_1641026_w night.jpg": {
+    "tags": "1girl, thighhighs, weapon, horns, sword, cloud, cape, armor, helmet, gauntlets, shield, fantasy, dragon, riding, horse, knight, horseback riding",
+    "caption": "a man riding a horse next to a dragon"
+  },
+  "/content/LoRA/train_data/artstation_612915_1641013_B night.jpg": {
+    "tags": "solo, 1boy, holding, weapon, male focus, horns, sword, cape, holding weapon, armor, glowing, holding sword, helmet, shoulder armor, gauntlets, pauldrons, black cape, armored boots, riding, fake horns, greaves, horse, knight, full armor, glowing weapon, black armor, horseback riding",
+    "caption": "a man in armor riding a horse in a field"
+  },
+  "/content/LoRA/train_data/artstation_612921_1641024_zombie.jpg": {
+    "tags": "1girl, long hair, breasts, looking at viewer, blue eyes, skirt, large breasts, black hair, gloves, holding, cleavage, jacket, weapon, parted lips, multiple boys, open clothes, horns, shoes, solo focus, black gloves, midriff, sword, miniskirt, black skirt, holding weapon, bra, high heels, open jacket, lips, black jacket, gun, blood, glowing, fire, pale skin, holding gun, glowing eyes, handgun, pencil skirt, glowing eye, zombie, blue fire, undead",
+    "caption": "a woman in a black dress is surrounded by zombies"
+  },
+  "/content/LoRA/train_data/artstation_614485_1645999_bow.jpg": {
+    "tags": "1girl, long hair, blue eyes, weapon, ass, pantyhose, boots, solo focus, pointy ears, hood, holding weapon, orange hair, armor, blood, glowing, facial mark, elf, fishnets, skull, bow (weapon), forehead mark, arrow (projectile), quiver, undead",
+    "caption": "a woman with a sword in a battle"
+  },
+  "/content/LoRA/train_data/artstation_614487_1646006_invincible person .jpg": {
+    "tags": "1girl, long hair, breasts, red eyes, navel, very long hair, weapon, red hair, boots, sword, armor, copyright name, absurdly long hair, bikini armor",
+    "caption": "a woman with red hair and a sword"
+  },
+  "/content/LoRA/train_data/artstation_614489_1646034_invincible person 2.jpg": {
+    "tags": "red eyes, white hair, male focus, multiple boys, solo focus, 2boys, glowing, scar, robot, science fiction, labcoat, cyborg, cyberpunk",
+    "caption": "a man with a gun in his hand"
+  },
+  "/content/LoRA/train_data/artstation_6159007_22265617_Chocolate.jpg": {
+    "tags": "1girl, solo, long hair, breasts, looking at viewer, red eyes, medium breasts, sitting, collarbone, flower, nude, red hair, parted lips, water, nail polish, lips, fingernails, petals, eyelashes, makeup, rose, wavy hair, fire, crown, outstretched arm, lipstick, red flower, pale skin, breasts apart, red nails, finger to mouth, partially submerged, long fingernails, skull, red rose, snake, red lips, candle, bathing, bath, hair censor, bathtub, rose petals, throne",
+    "caption": "a woman with red hair sitting on a throne"
+  },
+  "/content/LoRA/train_data/artstation_617192_1656243_B night.jpg": {
+    "tags": "long hair, looking at viewer, black hair, red eyes, 1boy, weapon, male focus, outdoors, sky, sword, cloud, cape, armor, glowing, cloudy sky, shoulder armor, gauntlets, sheath, pauldrons, sheathed, riding, horse, banner, grey sky, horseback riding, chainmail, reins, army",
+    "caption": "a man in armor riding a horse in a city"
+  },
+  "/content/LoRA/train_data/artstation_617197_1656247_jaguar.jpg": {
+    "tags": "1girl, solo, long hair, breasts, large breasts, black hair, ass, boots, lying, teeth, armor, tree, copyright name, cat, on stomach, armored boots",
+    "caption": "a woman with a sword and a demon on a tree"
+  },
+  "/content/LoRA/train_data/artstation_617201_1656251_phantom.jpg": {
+    "tags": "1girl, long hair, breasts, large breasts, black hair, gloves, holding, cleavage, sitting, ponytail, weapon, holding weapon, lips, gun, bodysuit, makeup, lipstick, building, rifle, science fiction, aircraft, center opening, red lips, sniper rifle, head-mounted display, helicopter",
+    "caption": "a woman in a black suit with a gun"
+  },
+  "/content/LoRA/train_data/artstation_618889_1661153_ninja  .jpg": {
+    "tags": "1girl, long hair, breasts, bangs, black hair, gloves, holding, standing, weapon, parted lips, multiple boys, horns, black gloves, belt, sword, blunt bangs, holding weapon, armor, black eyes, mask, holding sword, moon, katana, helmet, shoulder armor, gauntlets, sheath, full moon, 6+boys, pauldrons, sheathed, breastplate, ninja, japanese armor, weapon on back, full armor, kunai, sword behind back",
+    "caption": "a woman in armor standing next to a group of people"
+  },
+  "/content/LoRA/train_data/artstation_618891_1661162_phantom.jpg": {
+    "tags": "1girl, long hair, looking at viewer, black hair, ponytail, weapon, ass, multiple boys, solo focus, lips, gun, bodysuit, glowing, eyepatch, science fiction, motion blur, aircraft, cyborg, cyberpunk, helicopter",
+    "caption": "a woman in a futuristic suit flying through the air"
+  },
+  "/content/LoRA/train_data/artstation_6197750_22407889_x.jpg": {
+    "tags": "1girl, solo, long hair, black hair, red eyes, holding, bare shoulders, weapon, sword, armor, gun, scar, eyepatch, katana, ground vehicle, motor vehicle, smoke, motorcycle",
+    "caption": "a woman with a sword and a motorcycle"
+  },
+  "/content/LoRA/train_data/artstation_6210189_22453997_Boss.jpg": {
+    "tags": "looking at viewer, short hair, shirt, red eyes, gloves, long sleeves, 1boy, holding, closed mouth, standing, jacket, white shirt, weapon, white hair, male focus, multiple boys, necktie, solo focus, black gloves, collared shirt, sword, holding weapon, blurry, coat, fur trim, facial hair, scar, holding sword, formal, sunglasses, katana, suit, sheath, black necktie, scar on face, 6+boys, sheathed, white coat, bald, fur-trimmed coat",
+    "caption": "a man in a suit and tie standing next to a car"
+  },
+  "/content/LoRA/train_data/artstation_6218482_22486128_motorcycle.jpg": {
+    "tags": "1girl, solo, long hair, breasts, looking at viewer, skirt, large breasts, black hair, cleavage, jewelry, medium breasts, sitting, jacket, weapon, sword, bracelet, gun, crossed legs, katana, handgun, hand in pocket",
+    "caption": "a woman sitting on a chair with a demon on it"
+  },
+  "/content/LoRA/train_data/artstation_622193_1670528_gun.jpg": {
+    "tags": "solo, blue eyes, shirt, 1boy, jewelry, jacket, weapon, male focus, red hair, belt, pants, necklace, fur trim, blood, tattoo, chain, building, smoke, cigarette, smoking",
+    "caption": "a man with a gun and a bloody face"
+  },
+  "/content/LoRA/train_data/artstation_622475_1671119_\u963f\u4fee\u7f85.jpg": {
+    "tags": "1girl, solo, long hair, breasts, large breasts, red eyes, holding, cleavage, weapon, red hair, sword, armor, helmet, gauntlets, pale skin, dual wielding, extra arms, multiple heads",
+    "caption": "a woman with a sword and armor on a dragon"
+  },
+  "/content/LoRA/train_data/artstation_6236550_22553854_oz.jpg": {
+    "tags": "red eyes, 1boy, hat, white hair, male focus, belt, scarf, bird, instrument, violin",
+    "caption": "a man with a sword standing in front of a giant object"
+  },
+  "/content/LoRA/train_data/artstation_624848_1677044_king.jpg": {
+    "tags": "1boy, holding, sitting, weapon, male focus, sky, sword, holding weapon, armor, blood, copyright name, bird, holding sword, helmet, crown, shoulder armor, gauntlets, breastplate, greaves, full armor, death, corpse, red sky",
+    "caption": "a man in armor riding a horse with a sword"
+  },
+  "/content/LoRA/train_data/artstation_6261867_22650804_warrior.jpg": {
+    "tags": "solo, short hair, black hair, 1boy, holding, jewelry, standing, full body, weapon, male focus, earrings, boots, belt, sword, holding weapon, armor, fur trim, facial hair, scar, holding sword, shoulder armor, gauntlets, clenched hand, beard, scar on face, pauldrons, breastplate, chainmail",
+    "caption": "a man in armor holding a sword and a sword"
+  },
+  "/content/LoRA/train_data/artstation_6306517_22822167_x.jpg": {
+    "tags": "solo, looking at viewer, 1boy, holding, weapon, male focus, armor, mask, helmet, knife, science fiction, dual wielding",
+    "caption": "a man in a futuristic suit holding a sword"
+  },
+  "/content/LoRA/train_data/artstation_635879_1705796_\u963f\u4fee\u7f85.jpg": {
+    "tags": "1girl, long hair, breasts, looking at viewer, black hair, weapon, wings, sword, armor, helmet, polearm, sheath, shield, armored boots",
+    "caption": "a woman riding a horse with a sword"
+  },
+  "/content/LoRA/train_data/artstation_641330_1720581_Halloween.jpg": {
+    "tags": "1girl, breasts, looking at viewer, short hair, open mouth, large breasts, red eyes, long sleeves, dress, holding, cleavage, jewelry, medium breasts, sitting, jacket, weapon, white hair, earrings, parted lips, multiple boys, teeth, choker, tongue, belt, pants, sword, hood, tongue out, wide sleeves, nail polish, black footwear, holding weapon, hair over one eye, black dress, collar, bracelet, lips, fingernails, torn clothes, clothing cutout, bare legs, blood, tattoo, makeup, mask, glowing, chain, facial mark, piercing, cleavage cutout, cross, lipstick, ear piercing, black nails, glowing eyes, spikes, side slit, hood up, halloween, long fingernails, skull, forehead mark, nose, sharp fingernails, jack-o'-lantern, red lips, scythe, pumpkin, glowing eye, stitches, spiked bracelet, spiked collar, broken, skeleton, zombie, bone, blood on weapon, tombstone, graveyard, undead",
+    "caption": "a woman in a witch costume sitting on a bed"
+  },
+  "/content/LoRA/train_data/artstation_6432265_23266091_Dark.jpg": {
+    "tags": "solo, looking at viewer, 1boy, holding, standing, full body, weapon, white hair, male focus, sword, dark skin, cape, holding weapon, armor, glowing, holding sword, shoulder armor, gauntlets, pauldrons, breastplate, red cape, greaves, glowing weapon, black armor, glowing sword, flaming sword",
+    "caption": "a man with a sword and a red cape"
+  },
+  "/content/LoRA/train_data/artstation_6463152_23381149_h.jpg": {
+    "tags": "solo, 1boy, holding, weapon, white hair, male focus, outdoors, cape, holding weapon, armor, facial hair, bird, scar, helmet, beard, bow (weapon), mustache, scar across eye, arrow (projectile), old, old man, holding bow (weapon), aiming",
+    "caption": "a man with a beard and a bow"
+  },
+  "/content/LoRA/train_data/artstation_6501044_23518909_s.jpg": {
+    "tags": "1girl, solo, long hair, breasts, large breasts, black hair, holding, cleavage, ponytail, weapon, boots, outdoors, sword, holding weapon, armor, black eyes, shoulder armor, flag, riding, horse, banner, horseback riding, saddle, army",
+    "caption": "a woman riding a horse with a sword"
+  },
+  "/content/LoRA/train_data/artstation_6559090_23734042_s.jpg": {
+    "tags": "1girl, solo, long hair, breasts, looking at viewer, bangs, large breasts, black hair, hair ornament, cleavage, jewelry, medium breasts, upper body, ponytail, flower, earrings, necklace, armor, mole, black eyes, lips, rose, shoulder armor, pauldrons",
+    "caption": "a woman with a sword and a helmet"
+  },
+  "/content/LoRA/train_data/artstation_6574106_23791928_ Zhao Yun.jpg": {
+    "tags": "1girl, long hair, breasts, black hair, holding, weapon, outdoors, sword, cape, holding weapon, armor, hair over one eye, tree, holding sword, riding, horse, bare tree, horseback riding, army",
+    "caption": "a woman with a sword and a horse"
+  },
+  "/content/LoRA/train_data/artstation_6779572_24573929_L.jpg": {
+    "tags": "1girl, solo, long hair, breasts, looking at viewer, blue eyes, large breasts, cleavage, weapon, white hair, pointy ears, armor, glowing, elf, gauntlets, bow (weapon), dragon",
+    "caption": "a woman with a dragon and a sword"
+  },
+  "/content/LoRA/train_data/artstation_6811382_24694337_ Guan Yu.jpg": {
+    "tags": "solo, long hair, looking at viewer, black hair, 1boy, hat, holding, weapon, male focus, outdoors, sword, facial hair, chinese clothes, nature, beard, forest, mustache, riding, bamboo, horse, bamboo forest",
+    "caption": "a man with a long beard riding a horse"
+  },
+  "/content/LoRA/train_data/artstation_6872871_24931038_j.jpg": {
+    "tags": "solo, open mouth, black hair, 1boy, male focus, teeth, water, armor, facial hair, scar, beard, mustache, manly",
+    "caption": "a man with a beard and a beardless face"
+  },
+  "/content/LoRA/train_data/artstation_6872871_24931041_j.jpg": {
+    "tags": "solo, black hair, 1boy, holding, weapon, male focus, teeth, armor, facial hair, scar, shoulder armor, beard, scar on face, pauldrons, scar across eye, manly",
+    "caption": "a man with a beard holding a large ball"
+  },
+  "/content/LoRA/train_data/artstation_7025382_25494067_D.jpg": {
+    "tags": "solo, looking at viewer, simple background, 1boy, holding, green eyes, weapon, male focus, sword, holding weapon, armor, glowing, holding sword, helmet, black background, shoulder armor, gauntlets, glowing eyes, pauldrons, skull, breastplate, skeleton, full armor",
+    "caption": "a man in armor holding a sword"
+  },
+  "/content/LoRA/train_data/artstation_7565102_27669178_Warrior.jpg": {
+    "tags": "solo, looking at viewer, 1boy, holding, weapon, male focus, wings, sword, holding weapon, armor, glowing, holding sword, helmet, shoulder armor, pauldrons",
+    "caption": "a man with a sword and armor on a dark background"
+  },
+  "/content/LoRA/train_data/artstation_7653980_28037166_elf.jpg": {
+    "tags": "1girl, long hair, looking at viewer, blue eyes, blonde hair, holding, underwear, panties, weapon, ass, pantyhose, boots, solo focus, looking back, sword, hood, holding weapon, armor, high heels, blood, glowing, shoulder armor, gauntlets, fishnets, pauldrons, skull, bow (weapon), forehead mark, arrow (projectile), skeleton, quiver, undead",
+    "caption": "a woman with a sword and a lot of blood"
+  },
+  "/content/LoRA/train_data/artstation_7854735_28855153_\ubcf4\ub77c\uc0c9.jpg": {
+    "tags": "solo, gloves, 1boy, holding, jewelry, jacket, flower, white hair, male focus, lying, parted lips, on back, water, necklace, black jacket, blood, tattoo, rose, red flower, partially submerged, skull, red rose, afloat",
+    "caption": "a woman in a black dress laying on a bed of skulls"
+  },
+  "/content/LoRA/train_data/artstation_799648_2214202_sword.jpg": {
+    "tags": "solo, long hair, looking at viewer, black hair, 1boy, holding, weapon, male focus, teeth, sword, holding weapon, armor, fur trim, blood, holding sword, gauntlets",
+    "caption": "a woman in armor holding a sword and a dragon"
+  },
+  "/content/LoRA/train_data/artstation_8088446_29773099_30days.jpg": {
+    "tags": "1girl, long hair, looking at viewer, black hair, ponytail, weapon, ass, solo focus, lips, gun, bodysuit, glowing, eyepatch, science fiction, aircraft, cyborg",
+    "caption": "a woman in a futuristic suit flying through the air"
+  },
+  "/content/LoRA/train_data/artstation_8365274_30880169_\ubd89\uc740 \uae43\ubc1c.jpg": {
+    "tags": "1girl, breasts, looking at viewer, short hair, large breasts, holding, cleavage, weapon, belt, sword, holding weapon, armor, torn clothes, scar, holding sword, helmet, shoulder armor, gauntlets, sheath, scar on face, pauldrons, dragon, vambraces, flag",
+    "caption": "a woman holding a red flag and a sword"
+  },
+  "/content/LoRA/train_data/artstation_8454734_31230348_\ub124\ud06c\ub85c\ub9e8\uc11c.jpg": {
+    "tags": "1girl, solo, looking at viewer, simple background, white background, holding, weapon, horns, sword, hood, holding weapon, armor, fingernails, blood, mask, glowing, holding sword, cloak, spikes, hood up, skull, skull mask",
+    "caption": "a drawing of a woman with a skull and a sword"
+  },
+  "/content/LoRA/train_data/artstation_8697391_32233412_\uc120\uacfc\uc545.jpg": {
+    "tags": "1girl, solo, long hair, breasts, blue eyes, blonde hair, navel, medium breasts, very long hair, weapon, wings, sword, armor, helmet, hair censor, hair over breasts",
+    "caption": "a woman with a crown on her head and a dragon on her shoulder"
+  },
+  "/content/LoRA/train_data/artstation_8848816_32853420_\uc804\uc7c1..jpg": {
+    "tags": "1girl, long hair, black hair, holding, weapon, teeth, sword, cape, holding weapon, armor, glowing, holding sword, helmet, gauntlets, breastplate, red cape, flag, armored boots, battle, riding, horse, glowing weapon, plate armor",
+    "caption": "a woman riding a horse with a sword"
+  },
+  "/content/LoRA/train_data/artstation_9032090_33609681_\uc1e0\uc0ac\uc790.jpg": {
+    "tags": "1girl, long hair, breasts, short hair, blue eyes, black hair, 1boy, dress, jewelry, medium breasts, sitting, weapon, white hair, barefoot, sword, water, necklace, cape, armor, gauntlets",
+    "caption": "a woman with a sword standing next to a dragon"
+  },
+  "/content/LoRA/train_data/artstation_9143887_34060884_\ud45c\ucc3d~.jpg": {
+    "tags": "1girl, long hair, breasts, black hair, red eyes, gloves, underwear, panties, weapon, boots, multiple boys, sky, teeth, solo focus, sword, armor, black panties, night, heterochromia, moon, fire, full moon, monster",
+    "caption": "a woman in a black outfit holding a sword"
+  },
+  "/content/LoRA/train_data/artstation_9199459_34284673_\ud074\ub77c\uc774\ubc0d.jpg": {
+    "tags": "1girl, solo, breasts, short hair, large breasts, black hair, gloves, cleavage, weapon, shorts, elbow gloves, sword, black eyes, short shorts, mouth hold, knife, monster, dragon, dagger",
+    "caption": "a woman with a sword and a demon"
+  },
+  "/content/LoRA/train_data/artstation_9337194_34848261_\ubb34\uc0ac..jpg": {
+    "tags": "solo, long hair, black hair, 1boy, sitting, weapon, male focus, pointy ears, sword, armor, hair over one eye, fur trim, katana, gauntlets, sheath, dragon",
+    "caption": "a woman in a black and white outfit holding a sword"
+  },
+  "/content/LoRA/train_data/artstation_9489800_35465979_\ub2e4\ud06c\uc5d8\ud504.jpg": {
+    "tags": "solo, red eyes, 1boy, weapon, white hair, male focus, pointy ears, sword, armor, glowing, colored skin, bird, elf, blue skin, crow, undead",
+    "caption": "a woman with a sword in a field of birds"
+  },
+  "/content/LoRA/train_data/artstation_9909886_37182655_\ucf08\ubca0\ub85c\uc2a4.jpg": {
+    "tags": "1girl, solo, breasts, short hair, red eyes, thighhighs, navel, medium breasts, weapon, red hair, horns, shorts, midriff, belt, collar, lips, torn clothes, underboob, chain, fire, spikes, skull, spiked collar, demon",
+    "caption": "a woman with red hair and a sword in a fire"
+  }
+}

meta_lat.json

@@ -0,0 +1,522 @@
+{
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+    "caption": "a man dressed in armor holding a bow and arrow",
+    "train_resolution": [
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+      1024
+    ]
+  },
+  "/content/LoRA/train_data/artstation_12033313_46128439_\ub124\ud06c\ub85c\ub9e8\uc11c.jpg": {
+    "tags": "1girl, solo, long hair, breasts, looking at viewer, blue eyes, large breasts, holding, cleavage, hair between eyes, upper body, weapon, white hair, horns, sword, hood, holding weapon, armor, holding sword, helmet, shoulder armor, gauntlets, pale skin, hood up, pauldrons, shield, fake horns, horned headwear, horned helmet",
+    "caption": "a woman in armor holding a sword and a sword",
+    "train_resolution": [
+      832,
+      1024
+    ]
+  },
+  "/content/LoRA/train_data/artstation_12073234_46299265_The young king.jpg": {
+    "tags": "holding, standing, weapon, outdoors, multiple boys, wings, horns, sword, cape, holding weapon, armor, holding sword, helmet, grass, crown, polearm, shoulder armor, 6+boys, shield, spear, riding, axe, holding polearm, horse, holding shield, holding axe, horseback riding",
+    "caption": "a group of people riding on the back of horses",
+    "train_resolution": [
+      832,
+      1024
+    ]
+  },
+  "/content/LoRA/train_data/artstation_12192790_46811732_\ubc14\ubc14\ub77c..jpg": {
+    "tags": "1girl, solo, long hair, breasts, large breasts, black hair, red eyes, holding, cleavage, bare shoulders, weapon, wings, horns, armor, glowing, watermark, demon girl, fire, gauntlets, pale skin, glowing eyes, rain, scythe",
+    "caption": "a woman with a sword and a demon on her back",
+    "train_resolution": [
+      768,
+      1024
+    ]
+  },
+  "/content/LoRA/train_data/artstation_12247165_47000148_\ube14\ub8e8\uc544\uba38.jpg": {
+    "tags": "1girl, solo, short hair, blue eyes, simple background, closed mouth, upper body, white hair, armor, lips, blue background, helmet, shoulder armor, pauldrons, breastplate, nose",
+    "caption": "a woman in a black armor with a dragon on her shoulder",
+    "train_resolution": [
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+      1024
+    ]
+  },
+  "/content/LoRA/train_data/artstation_12291629_47190104_\ubc14\ubc14\ub77c.jpg": {
+    "tags": "1girl, solo, long hair, breasts, looking at viewer, black hair, red eyes, navel, cleavage, bare shoulders, medium breasts, horns, midriff, glowing, fangs, glowing eyes, skull, scythe",
+    "caption": "a woman in a black dress with a sword",
+    "train_resolution": [
+      768,
+      1024
+    ]
+  },
+  "/content/LoRA/train_data/artstation_445229_1051729_legendary fox.jpg": {
+    "tags": "1girl, long hair, breasts, looking at viewer, bangs, large breasts, red eyes, long sleeves, 1boy, holding, animal ears, cleavage, bare shoulders, jewelry, sitting, very long hair, closed mouth, collarbone, tail, weapon, thighs, red hair, japanese clothes, horns, solo focus, sword, wide sleeves, kimono, off shoulder, holding weapon, armor, bracelet, lips, fingernails, parted bangs, fox ears, eyelashes, bare legs, makeup, mask, no panties, fox tail, colored skin, fangs, holding sword, floral print, katana, animal print, slit pupils, shoulder armor, multiple tails, tassel, pale skin, straight hair, hand fan, long fingernails, beads, sharp fingernails, folding fan, red lips, japanese armor, red kimono, holding fan, open kimono, bead bracelet, sode",
+    "caption": "a woman with a sword and a dress",
+    "train_resolution": [
+      768,
+      1024
+    ]
+  },
+  "/content/LoRA/train_data/artstation_4915893_17498689_motorcycle Transformer.jpg": {
+    "tags": "1girl, solo, long hair, breasts, looking at viewer, shirt, black hair, holding, brown eyes, jacket, white shirt, weapon, boots, open clothes, shorts, midriff, belt, black footwear, open jacket, black jacket, short shorts, black shorts, knife, robot, ground vehicle, mecha, motor vehicle, science fiction, riding, leather, motorcycle, leather jacket",
+    "caption": "a woman riding a motorcycle next to a robot",
+    "train_resolution": [
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+    "caption": "a woman with a neon pink hair and a baseball cap",
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+      1024
+    ]
+  },
+  "/content/LoRA/train_data/artstation_5006464_17846256_kda fanart.jpg": {
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+    "caption": "a woman with a baseball cap on her head",
+    "train_resolution": [
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+      1024
+    ]
+  },
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+    "tags": "1girl, solo, long hair, breasts, looking at viewer, bangs, blue eyes, skirt, large breasts, navel, holding, cleavage, twintails, medium breasts, sitting, closed mouth, weapon, grey hair, outdoors, sky, day, midriff, holding weapon, armor, blue sky, blue skirt, floating hair, polearm, shoulder armor, spikes, pauldrons, spear, mountain, dragon, vambraces, riding, holding polearm, bikini armor",
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+    "caption": "a woman in a costume with a sword and a helmet",
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+    "caption": "a demonic knight with a sword and a demon on a horse",
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+  "/content/LoRA/train_data/artstation_578977_1518641_armor.jpg": {
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+    "caption": "a woman with a large breast is surrounded by demonic creatures",
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+    ]
+  },
+  "/content/LoRA/train_data/artstation_6098669_22040293_Blood armor.jpg": {
+    "tags": "1girl, long hair, breasts, looking at viewer, black hair, red eyes, cleavage, weapon, wings, sword, armor, blood, rain, skull",
+    "caption": "a woman with a sword and a demon on a table",
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+    "caption": "a woman in armor sitting on a ledge",
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+    ]
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+  "/content/LoRA/train_data/artstation_6122715_22130528_Assassin.jpg": {
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+    "caption": "a woman in a sexy outfit holding a sword",
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+    ]
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+    "caption": "a woman in a black dress is surrounded by zombies",
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+  "/content/LoRA/train_data/artstation_614485_1645999_bow.jpg": {
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+    "caption": "a woman with red hair and a sword",
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+    ]
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+    "caption": "a man with a gun in his hand",
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+    "caption": "a woman with a sword and a demon on a tree",
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+    "caption": "a man with a gun and a bloody face",
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+    "caption": "a woman with a sword and a horse",
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+    "caption": "a man with a beard holding a large ball",
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+  "/content/LoRA/train_data/artstation_7025382_25494067_D.jpg": {
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+    "caption": "a man with a sword and armor on a dark background",
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+  "/content/LoRA/train_data/artstation_7653980_28037166_elf.jpg": {
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+    "caption": "a woman with a sword and a lot of blood",
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+  "/content/LoRA/train_data/artstation_7854735_28855153_\ubcf4\ub77c\uc0c9.jpg": {
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+    "caption": "a woman in a black dress laying on a bed of skulls",
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+  "/content/LoRA/train_data/artstation_799648_2214202_sword.jpg": {
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+    "caption": "a woman in armor holding a sword and a dragon",
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+  "/content/LoRA/train_data/artstation_8088446_29773099_30days.jpg": {
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+    "caption": "a woman in a futuristic suit flying through the air",
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+  "/content/LoRA/train_data/artstation_8365274_30880169_\ubd89\uc740 \uae43\ubc1c.jpg": {
+    "tags": "1girl, breasts, looking at viewer, short hair, large breasts, holding, cleavage, weapon, belt, sword, holding weapon, armor, torn clothes, scar, holding sword, helmet, shoulder armor, gauntlets, sheath, scar on face, pauldrons, dragon, vambraces, flag",
+    "caption": "a woman holding a red flag and a sword",
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+  "/content/LoRA/train_data/artstation_8454734_31230348_\ub124\ud06c\ub85c\ub9e8\uc11c.jpg": {
+    "tags": "1girl, solo, looking at viewer, simple background, white background, holding, weapon, horns, sword, hood, holding weapon, armor, fingernails, blood, mask, glowing, holding sword, cloak, spikes, hood up, skull, skull mask",
+    "caption": "a drawing of a woman with a skull and a sword",
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+  "/content/LoRA/train_data/artstation_8697391_32233412_\uc120\uacfc\uc545.jpg": {
+    "tags": "1girl, solo, long hair, breasts, blue eyes, blonde hair, navel, medium breasts, very long hair, weapon, wings, sword, armor, helmet, hair censor, hair over breasts",
+    "caption": "a woman with a crown on her head and a dragon on her shoulder",
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+  "/content/LoRA/train_data/artstation_8848816_32853420_\uc804\uc7c1..jpg": {
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+    "caption": "a woman riding a horse with a sword",
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+    "caption": "a woman with a sword standing next to a dragon",
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+    "caption": "a woman in a black outfit holding a sword",
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+    "tags": "1girl, solo, breasts, short hair, large breasts, black hair, gloves, cleavage, weapon, shorts, elbow gloves, sword, black eyes, short shorts, mouth hold, knife, monster, dragon, dagger",
+    "caption": "a woman with a sword and a demon",
+    "train_resolution": [
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+    ]
+  },
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+    "caption": "a woman in a black and white outfit holding a sword",
+    "train_resolution": [
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+      1024
+    ]
+  },
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+    "tags": "solo, red eyes, 1boy, weapon, white hair, male focus, pointy ears, sword, armor, glowing, colored skin, bird, elf, blue skin, crow, undead",
+    "caption": "a woman with a sword in a field of birds",
+    "train_resolution": [
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+      1024
+    ]
+  },
+  "/content/LoRA/train_data/artstation_9909886_37182655_\ucf08\ubca0\ub85c\uc2a4.jpg": {
+    "tags": "1girl, solo, breasts, short hair, red eyes, thighhighs, navel, medium breasts, weapon, red hair, horns, shorts, midriff, belt, collar, lips, torn clothes, underboob, chain, fire, spikes, skull, spiked collar, demon",
+    "caption": "a woman with red hair and a sword in a fire",
+    "train_resolution": [
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+      1024
+    ]
+  }
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