Upload folder using huggingface_hub

.gitattributes

@@ -33,3 +33,12 @@ 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
+samples/1753982934535__000000000_0.jpg filter=lfs diff=lfs merge=lfs -text
+samples/1753983058099__000000000_4.jpg filter=lfs diff=lfs merge=lfs -text
+samples/1753983089194__000000000_5.jpg filter=lfs diff=lfs merge=lfs -text
+samples/1753984723337__000000250_0.jpg filter=lfs diff=lfs merge=lfs -text
+samples/1753984848778__000000250_4.jpg filter=lfs diff=lfs merge=lfs -text
+samples/1753984880102__000000250_5.jpg filter=lfs diff=lfs merge=lfs -text
+samples/1753986474327__000000500_0.jpg filter=lfs diff=lfs merge=lfs -text
+samples/1753986599655__000000500_4.jpg filter=lfs diff=lfs merge=lfs -text
+samples/1753986630992__000000500_5.jpg filter=lfs diff=lfs merge=lfs -text

.job_config.json

@@ -0,0 +1,138 @@
+{
+  "job": "extension",
+  "config": {
+    "name": "pejuang_kemerdekaan",
+    "process": [
+      {
+        "type": "ui_trainer",
+        "training_folder": "/app/ai-toolkit/output",
+        "sqlite_db_path": "/app/ai-toolkit/aitk_db.db",
+        "device": "cuda",
+        "trigger_word": null,
+        "performance_log_every": 10,
+        "network": {
+          "type": "lora",
+          "linear": 32,
+          "linear_alpha": 32,
+          "conv": 16,
+          "conv_alpha": 16,
+          "lokr_full_rank": true,
+          "lokr_factor": -1,
+          "network_kwargs": {
+            "ignore_if_contains": []
+          }
+        },
+        "save": {
+          "dtype": "bf16",
+          "save_every": 250,
+          "max_step_saves_to_keep": 4,
+          "save_format": "diffusers",
+          "push_to_hub": false
+        },
+        "datasets": [
+          {
+            "folder_path": "/app/ai-toolkit/datasets/target",
+            "control_path": "/app/ai-toolkit/datasets/control",
+            "mask_path": null,
+            "mask_min_value": 0.1,
+            "default_caption": "",
+            "caption_ext": "txt",
+            "caption_dropout_rate": 0.05,
+            "cache_latents_to_disk": false,
+            "is_reg": false,
+            "network_weight": 1,
+            "resolution": [
+              512,
+              768,
+              1024
+            ],
+            "controls": [],
+            "shrink_video_to_frames": true,
+            "num_frames": 1
+          }
+        ],
+        "train": {
+          "batch_size": 1,
+          "bypass_guidance_embedding": false,
+          "steps": 10000,
+          "gradient_accumulation": 1,
+          "train_unet": true,
+          "train_text_encoder": false,
+          "gradient_checkpointing": true,
+          "noise_scheduler": "flowmatch",
+          "optimizer": "adamw8bit",
+          "timestep_type": "weighted",
+          "content_or_style": "balanced",
+          "optimizer_params": {
+            "weight_decay": 0.0001
+          },
+          "unload_text_encoder": false,
+          "lr": 0.0001,
+          "ema_config": {
+            "use_ema": false,
+            "ema_decay": 0.99
+          },
+          "skip_first_sample": false,
+          "disable_sampling": false,
+          "dtype": "bf16",
+          "diff_output_preservation": false,
+          "diff_output_preservation_multiplier": 1,
+          "diff_output_preservation_class": "person"
+        },
+        "model": {
+          "name_or_path": "black-forest-labs/FLUX.1-Kontext-dev",
+          "quantize": true,
+          "qtype": "qfloat8",
+          "quantize_te": true,
+          "qtype_te": "qfloat8",
+          "arch": "flux_kontext",
+          "low_vram": false,
+          "model_kwargs": {}
+        },
+        "sample": {
+          "sampler": "flowmatch",
+          "sample_every": 250,
+          "width": 512,
+          "height": 783,
+          "samples": [
+            {
+              "prompt": "make this clothes and backgrounds a pejuang kemerdekaan style",
+              "ctrl_img": "/app/ai-toolkit/data/images/e7bb38a8-922a-4a4a-b0d8-045afb88db7a.jpg"
+            },
+            {
+              "prompt": "make this clothes and backgrounds a pejuang kemerdekaan style",
+              "ctrl_img": "/app/ai-toolkit/data/images/ab390ba0-2347-49ea-b4b3-1d767a9131d7.jpg"
+            },
+            {
+              "prompt": "make this clothes and backgrounds a pejuang kemerdekaan style",
+              "ctrl_img": "/app/ai-toolkit/data/images/8669f2e0-d255-4fb9-bc5b-1c7b10810151.jpg"
+            },
+            {
+              "prompt": "make this clothes and backgrounds a pejuang kemerdekaan style",
+              "ctrl_img": "/app/ai-toolkit/data/images/36b72f14-5e7f-46ab-a447-1fcb4a1c3ebf.jpg"
+            },
+            {
+              "prompt": "make this clothes and backgrounds a pejuang kemerdekaan style",
+              "ctrl_img": "/app/ai-toolkit/data/images/90fd361f-7cd3-436a-be9e-fa199c2bd773.jpg"
+            },
+            {
+              "prompt": "make this clothes and backgrounds a pejuang kemerdekaan style",
+              "ctrl_img": "/app/ai-toolkit/data/images/b290500b-9090-4e56-932b-418c24d3b0e6.jpg"
+            }
+          ],
+          "neg": "",
+          "seed": 42,
+          "walk_seed": true,
+          "guidance_scale": 4,
+          "sample_steps": 25,
+          "num_frames": 1,
+          "fps": 1
+        }
+      }
+    ]
+  },
+  "meta": {
+    "name": "[name]",
+    "version": "1.0"
+  }
+}

config.yaml

@@ -0,0 +1,106 @@
+job: extension
+config:
+  name: pejuang_kemerdekaan
+  process:
+  - type: ui_trainer
+    training_folder: /app/ai-toolkit/output
+    sqlite_db_path: /app/ai-toolkit/aitk_db.db
+    device: cuda
+    trigger_word: null
+    performance_log_every: 10
+    network:
+      type: lora
+      linear: 32
+      linear_alpha: 32
+      conv: 16
+      conv_alpha: 16
+      lokr_full_rank: true
+      lokr_factor: -1
+      network_kwargs:
+        ignore_if_contains: []
+    save:
+      dtype: bf16
+      save_every: 250
+      max_step_saves_to_keep: 4
+      save_format: diffusers
+      push_to_hub: false
+    datasets:
+    - folder_path: /app/ai-toolkit/datasets/target
+      control_path: /app/ai-toolkit/datasets/control
+      mask_path: null
+      mask_min_value: 0.1
+      default_caption: ''
+      caption_ext: txt
+      caption_dropout_rate: 0.05
+      cache_latents_to_disk: false
+      is_reg: false
+      network_weight: 1
+      resolution:
+      - 512
+      - 768
+      - 1024
+      controls: []
+      shrink_video_to_frames: true
+      num_frames: 1
+    train:
+      batch_size: 1
+      bypass_guidance_embedding: false
+      steps: 10000
+      gradient_accumulation: 1
+      train_unet: true
+      train_text_encoder: false
+      gradient_checkpointing: true
+      noise_scheduler: flowmatch
+      optimizer: adamw8bit
+      timestep_type: weighted
+      content_or_style: balanced
+      optimizer_params:
+        weight_decay: 0.0001
+      unload_text_encoder: false
+      lr: 0.0001
+      ema_config:
+        use_ema: false
+        ema_decay: 0.99
+      skip_first_sample: false
+      disable_sampling: false
+      dtype: bf16
+      diff_output_preservation: false
+      diff_output_preservation_multiplier: 1
+      diff_output_preservation_class: person
+    model:
+      name_or_path: black-forest-labs/FLUX.1-Kontext-dev
+      quantize: true
+      qtype: qfloat8
+      quantize_te: true
+      qtype_te: qfloat8
+      arch: flux_kontext
+      low_vram: false
+      model_kwargs: {}
+    sample:
+      sampler: flowmatch
+      sample_every: 250
+      width: 512
+      height: 783
+      samples:
+      - prompt: make this clothes and backgrounds a pejuang kemerdekaan style
+        ctrl_img: /app/ai-toolkit/data/images/e7bb38a8-922a-4a4a-b0d8-045afb88db7a.jpg
+      - prompt: make this clothes and backgrounds a pejuang kemerdekaan style
+        ctrl_img: /app/ai-toolkit/data/images/ab390ba0-2347-49ea-b4b3-1d767a9131d7.jpg
+      - prompt: make this clothes and backgrounds a pejuang kemerdekaan style
+        ctrl_img: /app/ai-toolkit/data/images/8669f2e0-d255-4fb9-bc5b-1c7b10810151.jpg
+      - prompt: make this clothes and backgrounds a pejuang kemerdekaan style
+        ctrl_img: /app/ai-toolkit/data/images/36b72f14-5e7f-46ab-a447-1fcb4a1c3ebf.jpg
+      - prompt: make this clothes and backgrounds a pejuang kemerdekaan style
+        ctrl_img: /app/ai-toolkit/data/images/90fd361f-7cd3-436a-be9e-fa199c2bd773.jpg
+      - prompt: make this clothes and backgrounds a pejuang kemerdekaan style
+        ctrl_img: /app/ai-toolkit/data/images/b290500b-9090-4e56-932b-418c24d3b0e6.jpg
+      neg: ''
+      seed: 42
+      walk_seed: true
+      guidance_scale: 4
+      sample_steps: 25
+      num_frames: 1
+      fps: 1
+meta:
+  name: pejuang_kemerdekaan
+  version: '1.0'

logs/0_log.txt

@@ -0,0 +1,271 @@
+Running 1 job
+{
+    "type": "ui_trainer",
+    "training_folder": "/app/ai-toolkit/output",
+    "sqlite_db_path": "/app/ai-toolkit/aitk_db.db",
+    "device": "cuda",
+    "trigger_word": null,
+    "performance_log_every": 10,
+    "network": {
+        "type": "lora",
+        "linear": 32,
+        "linear_alpha": 32,
+        "conv": 16,
+        "conv_alpha": 16,
+        "lokr_full_rank": true,
+        "lokr_factor": -1,
+        "network_kwargs": {
+            "ignore_if_contains": []
+        }
+    },
+    "save": {
+        "dtype": "bf16",
+        "save_every": 250,
+        "max_step_saves_to_keep": 4,
+        "save_format": "diffusers",
+        "push_to_hub": false
+    },
+    "datasets": [
+        {
+            "folder_path": "/app/ai-toolkit/datasets/target",
+            "control_path": "/app/ai-toolkit/datasets/control",
+            "mask_path": null,
+            "mask_min_value": 0.1,
+            "default_caption": "",
+            "caption_ext": "txt",
+            "caption_dropout_rate": 0.05,
+            "cache_latents_to_disk": false,
+            "is_reg": false,
+            "network_weight": 1,
+            "resolution": [
+                512,
+                768,
+                1024
+            ],
+            "controls": [],
+            "shrink_video_to_frames": true,
+            "num_frames": 1
+        }
+    ],
+    "train": {
+        "batch_size": 1,
+        "bypass_guidance_embedding": false,
+        "steps": 10000,
+        "gradient_accumulation": 1,
+        "train_unet": true,
+        "train_text_encoder": false,
+        "gradient_checkpointing": true,
+        "noise_scheduler": "flowmatch",
+        "optimizer": "adamw8bit",
+        "timestep_type": "weighted",
+        "content_or_style": "balanced",
+        "optimizer_params": {
+            "weight_decay": 0.0001
+        },
+        "unload_text_encoder": false,
+        "lr": 0.0001,
+        "ema_config": {
+            "use_ema": false,
+            "ema_decay": 0.99
+        },
+        "skip_first_sample": false,
+        "disable_sampling": false,
+        "dtype": "bf16",
+        "diff_output_preservation": false,
+        "diff_output_preservation_multiplier": 1,
+        "diff_output_preservation_class": "person"
+    },
+    "model": {
+        "name_or_path": "black-forest-labs/FLUX.1-Kontext-dev",
+        "quantize": true,
+        "qtype": "qfloat8",
+        "quantize_te": true,
+        "qtype_te": "qfloat8",
+        "arch": "flux_kontext",
+        "low_vram": false,
+        "model_kwargs": {}
+    },
+    "sample": {
+        "sampler": "flowmatch",
+        "sample_every": 250,
+        "width": 512,
+        "height": 783,
+        "samples": [
+            {
+                "prompt": "make this clothes and backgrounds a pejuang kemerdekaan style",
+                "ctrl_img": "/app/ai-toolkit/data/images/e7bb38a8-922a-4a4a-b0d8-045afb88db7a.jpg"
+            },
+            {
+                "prompt": "make this clothes and backgrounds a pejuang kemerdekaan style",
+                "ctrl_img": "/app/ai-toolkit/data/images/ab390ba0-2347-49ea-b4b3-1d767a9131d7.jpg"
+            },
+            {
+                "prompt": "make this clothes and backgrounds a pejuang kemerdekaan style",
+                "ctrl_img": "/app/ai-toolkit/data/images/8669f2e0-d255-4fb9-bc5b-1c7b10810151.jpg"
+            },
+            {
+                "prompt": "make this clothes and backgrounds a pejuang kemerdekaan style",
+                "ctrl_img": "/app/ai-toolkit/data/images/36b72f14-5e7f-46ab-a447-1fcb4a1c3ebf.jpg"
+            },
+            {
+                "prompt": "make this clothes and backgrounds a pejuang kemerdekaan style",
+                "ctrl_img": "/app/ai-toolkit/data/images/90fd361f-7cd3-436a-be9e-fa199c2bd773.jpg"
+            },
+            {
+                "prompt": "make this clothes and backgrounds a pejuang kemerdekaan style",
+                "ctrl_img": "/app/ai-toolkit/data/images/b290500b-9090-4e56-932b-418c24d3b0e6.jpg"
+            }
+        ],
+        "neg": "",
+        "seed": 42,
+        "walk_seed": true,
+        "guidance_scale": 4,
+        "sample_steps": 25,
+        "num_frames": 1,
+        "fps": 1
+    }
+}
+Using EMA
+Using SQLite database at /app/ai-toolkit/aitk_db.db
+Job ID: "0b142013-aafd-4f71-964a-4f38883ea912"
+
+#############################################
+# Running job: pejuang_kemerdekaan
+#############################################
+
+
+Running  1 process
+Loading Flux Kontext model
+Loading transformer
+Error running job: black-forest-labs/FLUX.1-Kontext-dev is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
+If this is a private repository, make sure to pass a token having permission to this repo with `token` or log in with `hf auth login`.
+
+========================================
+Result:
+ - 0 completed jobs
+ - 1 failure
+========================================
+Traceback (most recent call last):
+  File "/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_http.py", line 409, in hf_raise_for_status
+    response.raise_for_status()
+  File "/usr/local/lib/python3.10/dist-packages/requests/models.py", line 1026, in raise_for_status
+    raise HTTPError(http_error_msg, response=self)
+requests.exceptions.HTTPError: 401 Client Error: Unauthorized for url: https://huggingface.co/black-forest-labs/FLUX.1-Kontext-dev/resolve/main/transformer/config.json
+
+The above exception was the direct cause of the following exception:
+
+Traceback (most recent call last):
+  File "/usr/local/lib/python3.10/dist-packages/diffusers/configuration_utils.py", line 392, in load_config
+    config_file = hf_hub_download(
+  File "/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py", line 114, in _inner_fn
+    return fn(*args, **kwargs)
+  File "/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py", line 1010, in hf_hub_download
+    return _hf_hub_download_to_cache_dir(
+  File "/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py", line 1117, in _hf_hub_download_to_cache_dir
+    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
+  File "/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py", line 1658, in _raise_on_head_call_error
+    raise head_call_error
+  File "/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py", line 1546, in _get_metadata_or_catch_error
+    metadata = get_hf_file_metadata(
+  File "/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py", line 114, in _inner_fn
+    return fn(*args, **kwargs)
+  File "/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py", line 1463, in get_hf_file_metadata
+    r = _request_wrapper(
+  File "/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py", line 286, in _request_wrapper
+    response = _request_wrapper(
+  File "/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py", line 310, in _request_wrapper
+    hf_raise_for_status(response)
+  File "/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_http.py", line 426, in hf_raise_for_status
+    raise _format(GatedRepoError, message, response) from e
+huggingface_hub.errors.GatedRepoError: 401 Client Error. (Request ID: Root=1-688ba654-546bcf4619c5d83f42a849d1;dc97c631-791b-4368-98d3-01c6497dff64)
+
+Cannot access gated repo for url https://huggingface.co/black-forest-labs/FLUX.1-Kontext-dev/resolve/main/transformer/config.json.
+Access to model black-forest-labs/FLUX.1-Kontext-dev is restricted. You must have access to it and be authenticated to access it. Please log in.
+
+During handling of the above exception, another exception occurred:
+
+Traceback (most recent call last):
+  File "/app/ai-toolkit/run.py", line 120, in <module>
+    main()
+  File "/app/ai-toolkit/run.py", line 108, in main
+    raise e
+  File "/app/ai-toolkit/run.py", line 96, in main
+    job.run()
+  File "/app/ai-toolkit/jobs/ExtensionJob.py", line 22, in run
+    process.run()
+  File "/app/ai-toolkit/jobs/process/BaseSDTrainProcess.py", line 1518, in run
+    self.sd.load_model()
+  File "/app/ai-toolkit/extensions_built_in/diffusion_models/flux_kontext/flux_kontext.py", line 95, in load_model
+    transformer = FluxTransformer2DModel.from_pretrained(
+  File "/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py", line 114, in _inner_fn
+    return fn(*args, **kwargs)
+  File "/usr/local/lib/python3.10/dist-packages/diffusers/models/modeling_utils.py", line 1077, in from_pretrained
+    config, unused_kwargs, commit_hash = cls.load_config(
+  File "/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py", line 114, in _inner_fn
+    return fn(*args, **kwargs)
+  File "/usr/local/lib/python3.10/dist-packages/diffusers/configuration_utils.py", line 407, in load_config
+    raise EnvironmentError(
+OSError: black-forest-labs/FLUX.1-Kontext-dev is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
+If this is a private repository, make sure to pass a token having permission to this repo with `token` or log in with `hf auth login`.
+Traceback (most recent call last):
+  File "/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_http.py", line 409, in hf_raise_for_status
+    response.raise_for_status()
+  File "/usr/local/lib/python3.10/dist-packages/requests/models.py", line 1026, in raise_for_status
+    raise HTTPError(http_error_msg, response=self)
+requests.exceptions.HTTPError: 401 Client Error: Unauthorized for url: https://huggingface.co/black-forest-labs/FLUX.1-Kontext-dev/resolve/main/transformer/config.json
+
+The above exception was the direct cause of the following exception:
+
+Traceback (most recent call last):
+  File "/usr/local/lib/python3.10/dist-packages/diffusers/configuration_utils.py", line 392, in load_config
+    config_file = hf_hub_download(
+  File "/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py", line 114, in _inner_fn
+    return fn(*args, **kwargs)
+  File "/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py", line 1010, in hf_hub_download
+    return _hf_hub_download_to_cache_dir(
+  File "/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py", line 1117, in _hf_hub_download_to_cache_dir
+    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
+  File "/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py", line 1658, in _raise_on_head_call_error
+    raise head_call_error
+  File "/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py", line 1546, in _get_metadata_or_catch_error
+    metadata = get_hf_file_metadata(
+  File "/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py", line 114, in _inner_fn
+    return fn(*args, **kwargs)
+  File "/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py", line 1463, in get_hf_file_metadata
+    r = _request_wrapper(
+  File "/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py", line 286, in _request_wrapper
+    response = _request_wrapper(
+  File "/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py", line 310, in _request_wrapper
+    hf_raise_for_status(response)
+  File "/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_http.py", line 426, in hf_raise_for_status
+    raise _format(GatedRepoError, message, response) from e
+huggingface_hub.errors.GatedRepoError: 401 Client Error. (Request ID: Root=1-688ba654-546bcf4619c5d83f42a849d1;dc97c631-791b-4368-98d3-01c6497dff64)
+
+Cannot access gated repo for url https://huggingface.co/black-forest-labs/FLUX.1-Kontext-dev/resolve/main/transformer/config.json.
+Access to model black-forest-labs/FLUX.1-Kontext-dev is restricted. You must have access to it and be authenticated to access it. Please log in.
+
+During handling of the above exception, another exception occurred:
+
+Traceback (most recent call last):
+  File "/app/ai-toolkit/run.py", line 120, in <module>
+    main()
+  File "/app/ai-toolkit/run.py", line 108, in main
+    raise e
+  File "/app/ai-toolkit/run.py", line 96, in main
+    job.run()
+  File "/app/ai-toolkit/jobs/ExtensionJob.py", line 22, in run
+    process.run()
+  File "/app/ai-toolkit/jobs/process/BaseSDTrainProcess.py", line 1518, in run
+    self.sd.load_model()
+  File "/app/ai-toolkit/extensions_built_in/diffusion_models/flux_kontext/flux_kontext.py", line 95, in load_model
+    transformer = FluxTransformer2DModel.from_pretrained(
+  File "/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py", line 114, in _inner_fn
+    return fn(*args, **kwargs)
+  File "/usr/local/lib/python3.10/dist-packages/diffusers/models/modeling_utils.py", line 1077, in from_pretrained
+    config, unused_kwargs, commit_hash = cls.load_config(
+  File "/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py", line 114, in _inner_fn
+    return fn(*args, **kwargs)
+  File "/usr/local/lib/python3.10/dist-packages/diffusers/configuration_utils.py", line 407, in load_config
+    raise EnvironmentError(
+OSError: black-forest-labs/FLUX.1-Kontext-dev is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
+If this is a private repository, make sure to pass a token having permission to this repo with `token` or log in with `hf auth login`.

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