When running the server, I receive a TypeError . Am unable to generate or edit an image based on this.
Larger log of error below:
```shell
(venv_patio) (base) A_USER@A_MACHINE patio_gen % aimg
A_PATH/lib/python3.10/site-packages/pydantic/_internal/_fields.py:127: UserWarning: Field "model_config_path" has conflict with protected namespace "model_".
You may be able to resolve this warning by setting `model_config['protected_namespaces'] = ()`.
warnings.warn(
Usage: aimg [OPTIONS] COMMAND [ARGS]...
🤖🧠ImaginAIry.
Pythonic generation of images via AI
Options:
--help Show this message and exit.
Commands:
colorize Colorize images using AI.
describe Generate text descriptions of images.
edit Edit an image via AI.
edit-demo Make some fun pre-set edits to input photos.
imagine Generate images via AI.
model-list Print list of available models.
prep-images Prepare a folder of images for training.
prune-ckpt Prune a checkpoint file.
server Run a HTTP API server.
system-info Display system information.
train-concept Teach the model a new concept (a person, thing, style,...
upscale Upscale an image 4x using AI.
version Print the version.
Starting imaginAIry shell...
🤖🧠> server
2023-09-25 11:18:44,478 [INFO] imaginairy.cli.run_api:17: Starting HTTP API server at http://0.0.0.0:8000
INFO: Started server process [50211]
INFO: Waiting for application startup.
INFO: Application startup complete.
INFO: Uvicorn running on http://0.0.0.0:8000 (Press CTRL+C to quit)
INFO: 127.0.0.1:52180 - "GET /Inter.ttf HTTP/1.1" 304 Not Modified
INFO: 127.0.0.1:52181 - "GET /Inter.ttf HTTP/1.1" 304 Not Modified
2023-09-25 11:19:00,617 [INFO] imaginairy.api:170: 🖼 Generating 1/1: "Bowl of steaming hot ramen with a perfect egg in the center, surrounded by thin slices of meat, green onions, and nori, with a flavorful broth and perfect noodles, high detail, focused on texture and steam" 512x512px negative-prompt:"Ugly, duplication, duplicates, mutilation, deformed, mutilated, mutation, twisted body, disfigured, bad anatomy, out of frame, extra fingers, mutated hands, poorly drawn hands, extra limbs, malformed limbs, missing arms, extra arms, missing legs, extra legs, mutated hands, extra hands, fused fingers, missing fingers, extra fingers, long neck, small head, closed eyes, rolling eyes, weird eyes, smudged face, blurred face, poorly drawn face, mutation, mutilation, cloned face, strange mouth, grainy, blurred, blurry, writing, calligraphy, signature, text, watermark, bad art," seed:None prompt-strength:7.5 steps:16 sampler-type:k_dpmpp_2m init-image-strength:0.2 model:SD-1.5
2023-09-25 11:19:00,814 [DEBUG] imaginairy.model_manager:315: Loading model weights from: https://huggingface.co/runwayml/stable-diffusion-v1-5/resolve/889b629140e71758e1e0006e355c331a5744b4bf/v1-5-pruned-emaonly.ckpt
2023-09-25 11:19:00,814 [DEBUG] imaginairy.model_manager:316: Loading model config from: configs/stable-diffusion-v1.yaml
2023-09-25 11:19:00,814 [DEBUG] imaginairy.utils.model_cache:344: Loading model: ('stable-diffusion', ('config_path', 'configs/stable-diffusion-v1.yaml'), ('weights_location', 'https://huggingface.co/runwayml/stable-diffusion-v1-5/resolve/889b629140e71758e1e0006e355c331a5744b4bf/v1-5-pruned-emaonly.ckpt'), ('half_mode', None), ('for_training', False))
2023-09-25 11:19:00,814 [DEBUG] imaginairy.utils.model_cache:153: GPU cache: 0 items; 0.0 MB; Max: 62259.2 MB;
CPU cache: 0 items; 0.0 MB; Max: 0.0 MB;
mem_free_total: 22992.8 MB; Ram Free: 38321.3 MB;
2023-09-25 11:19:00,814 [DEBUG] imaginairy.utils.model_cache:154: Ensuring 1951.0 MB of GPU space.
2023-09-25 11:19:03,297 [DEBUG] imaginairy.utils:66: Instantiation of took 2.423119332990609 seconds
2023-09-25 11:19:03,537 [DEBUG] imaginairy.utils:66: Instantiation of took 4.292000085115433e-06 seconds
2023-09-25 11:19:03,537 [DEBUG] imaginairy.utils:66: Instantiation of took 0.23940949991811067 seconds
2023-09-25 11:19:04,948 [DEBUG] imaginairy.utils:66: Instantiation of took 1.2937187500065193 seconds
2023-09-25 11:19:04,951 [DEBUG] imaginairy.utils:66: Instantiation of took 4.078184957965277 seconds
2023-09-25 11:19:04,952 [INFO] imaginairy.model_manager:54: Loading model /Users/christopherdaigle/.cache/huggingface/hub/models--runwayml--stable-diffusion-v1-5/snapshots/889b629140e71758e1e0006e355c331a5744b4bf/v1-5-pruned-emaonly.ckpt onto mps:0 backend...
2023-09-25 11:19:07,394 [DEBUG] imaginairy.utils.model_cache:352: Model loaded: ('stable-diffusion', ('config_path', 'configs/stable-diffusion-v1.yaml'), ('weights_location', 'https://huggingface.co/runwayml/stable-diffusion-v1-5/resolve/889b629140e71758e1e0006e355c331a5744b4bf/v1-5-pruned-emaonly.ckpt'), ('half_mode', None), ('for_training', False)) Used -6511194931.200001
2023-09-25 11:19:07,396 [DEBUG] imaginairy.utils.model_cache:153: GPU cache: 0 items; 0.0 MB; Max: 62259.2 MB;
CPU cache: 0 items; 0.0 MB; Max: 0.0 MB;
mem_free_total: 16780.5 MB; Ram Free: 27967.6 MB;
2023-09-25 11:19:07,396 [DEBUG] imaginairy.utils.model_cache:154: Ensuring 4067.4 MB of GPU space.
2023-09-25 11:19:07,456 [DEBUG] imaginairy.utils.model_cache:246: moving ('stable-diffusion', ('config_path', 'configs/stable-diffusion-v1.yaml'), ('weights_location', 'https://huggingface.co/runwayml/stable-diffusion-v1-5/resolve/889b629140e71758e1e0006e355c331a5744b4bf/v1-5-pruned-emaonly.ckpt'), ('half_mode', None), ('for_training', False)) to gpu
Global seed set to 697049987
Global seed set to 697049987
2023-09-25 11:19:07,685 [DEBUG] imaginairy.utils:178: Made noise of size [1, 4, 64, 64] from seed 697049987. md5:251211a44f391c11a2641b93fb271a71
100%|███████████████████████████████████████████| 15/15 [00:09<00:00, 1.59it/s] 2023-09-25 11:19:19,742 [INFO] imaginairy.api:631: Image Generated. Timings: conditioning:0.20s sampling:9.51s decoding:0.52s safety-filter:1.93s total:12.19s
Unhandled error: Base64Bytes.validate() takes 2 positional arguments but 3 were given
Traceback (most recent call last):
File "A_PATH/lib/python3.10/site-packages/starlette/middleware/errors.py", line 162, in __call__
await self.app(scope, receive, _send)
File "A_PATH/lib/python3.10/site-packages/starlette/middleware/cors.py", line 91, in __call__
await self.simple_response(scope, receive, send, request_headers=headers)
File "A_PATH/lib/python3.10/site-packages/starlette/middleware/cors.py", line 146, in simple_response
await self.app(scope, receive, send)
File "A_PATH/lib/python3.10/site-packages/starlette/middleware/exceptions.py", line 79, in __call__
raise exc
File "A_PATH/lib/python3.10/site-packages/starlette/middleware/exceptions.py", line 68, in __call__
await self.app(scope, receive, sender)
File "A_PATH/lib/python3.10/site-packages/fastapi/middleware/asyncexitstack.py", line 20, in __call__
raise e
File "A_PATH/lib/python3.10/site-packages/fastapi/middleware/asyncexitstack.py", line 17, in __call__
await self.app(scope, receive, send)
File "A_PATH/lib/python3.10/site-packages/starlette/routing.py", line 718, in __call__
await route.handle(scope, receive, send)
File "A_PATH/lib/python3.10/site-packages/starlette/routing.py", line 276, in handle
await self.app(scope, receive, send)
File "A_PATH/lib/python3.10/site-packages/starlette/routing.py", line 66, in app
response = await func(request)
File "A_PATH/lib/python3.10/site-packages/fastapi/routing.py", line 273, in app
raw_response = await run_endpoint_function(
File "A_PATH/lib/python3.10/site-packages/fastapi/routing.py", line 190, in run_endpoint_function
return await dependant.call(**values)
File "A_PATH/lib/python3.10/site-packages/imaginairy/http/stablestudio/routes.py", line 32, in generate
image = StableStudioImage(id=str(uuid.uuid4()), blob=img_base64)
File "A_PATH/lib/python3.10/site-packages/pydantic/main.py", line 165, in __init__
__pydantic_self__.__pydantic_validator__.validate_python(data, self_instance=__pydantic_self__)
TypeError: Base64Bytes.validate() takes 2 positional arguments but 3 were given
INFO: 127.0.0.1:52180 - "POST /api/stablestudio/generate HTTP/1.1" 500 Internal Server Error
ERROR: Exception in ASGI application
Traceback (most recent call last):
File "A_PATH/lib/python3.10/site-packages/uvicorn/protocols/http/h11_impl.py", line 408, in run_asgi
result = await app( # type: ignore[func-returns-value]
File "A_PATH/lib/python3.10/site-packages/uvicorn/middleware/proxy_headers.py", line 84, in __call__
return await self.app(scope, receive, send)
File "A_PATH/lib/python3.10/site-packages/fastapi/applications.py", line 292, in __call__
await super().__call__(scope, receive, send)
File "A_PATH/lib/python3.10/site-packages/starlette/applications.py", line 122, in __call__
await self.middleware_stack(scope, receive, send)
File "A_PATH/lib/python3.10/site-packages/starlette/middleware/errors.py", line 184, in __call__
raise exc
File "A_PATH/lib/python3.10/site-packages/starlette/middleware/errors.py", line 162, in __call__
await self.app(scope, receive, _send)
File "A_PATH/lib/python3.10/site-packages/starlette/middleware/cors.py", line 91, in __call__
await self.simple_response(scope, receive, send, request_headers=headers)
File "A_PATH/lib/python3.10/site-packages/starlette/middleware/cors.py", line 146, in simple_response
await self.app(scope, receive, send)
File "A_PATH/lib/python3.10/site-packages/starlette/middleware/exceptions.py", line 79, in __call__
raise exc
File "A_PATH/lib/python3.10/site-packages/starlette/middleware/exceptions.py", line 68, in __call__
await self.app(scope, receive, sender)
File "A_PATH/lib/python3.10/site-packages/fastapi/middleware/asyncexitstack.py", line 20, in __call__
raise e
File "A_PATH/lib/python3.10/site-packages/fastapi/middleware/asyncexitstack.py", line 17, in __call__
await self.app(scope, receive, send)
File "A_PATH/lib/python3.10/site-packages/starlette/routing.py", line 718, in __call__
await route.handle(scope, receive, send)
File "A_PATH/lib/python3.10/site-packages/starlette/routing.py", line 276, in handle
await self.app(scope, receive, send)
File "A_PATH/lib/python3.10/site-packages/starlette/routing.py", line 66, in app
response = await func(request)
File "A_PATH/lib/python3.10/site-packages/fastapi/routing.py", line 273, in app
raw_response = await run_endpoint_function(
File "A_PATH/lib/python3.10/site-packages/fastapi/routing.py", line 190, in run_endpoint_function
return await dependant.call(**values)
File "A_PATH/lib/python3.10/site-packages/imaginairy/http/stablestudio/routes.py", line 32, in generate
image = StableStudioImage(id=str(uuid.uuid4()), blob=img_base64)
File "A_PATH/lib/python3.10/site-packages/pydantic/main.py", line 165, in __init__
__pydantic_self__.__pydantic_validator__.validate_python(data, self_instance=__pydantic_self__)
TypeError: Base64Bytes.validate() takes 2 positional arguments but 3 were given
^CINFO: Shutting down
INFO: Waiting for application shutdown.
INFO: Application shutdown complete.
INFO: Finished server process [50211]
🤖🧠> quit
```
When running the server, I receive a
TypeError
. Am unable to generate or edit an image based on this.Larger log of error below:
```shell (venv_patio) (base) A_USER@A_MACHINE patio_gen % aimg A_PATH/lib/python3.10/site-packages/pydantic/_internal/_fields.py:127: UserWarning: Field "model_config_path" has conflict with protected namespace "model_". You may be able to resolve this warning by setting `model_config['protected_namespaces'] = ()`. warnings.warn( Usage: aimg [OPTIONS] COMMAND [ARGS]... 🤖🧠ImaginAIry. Pythonic generation of images via AI Options: --help Show this message and exit. Commands: colorize Colorize images using AI. describe Generate text descriptions of images. edit Edit an image via AI. edit-demo Make some fun pre-set edits to input photos. imagine Generate images via AI. model-list Print list of available models. prep-images Prepare a folder of images for training. prune-ckpt Prune a checkpoint file. server Run a HTTP API server. system-info Display system information. train-concept Teach the model a new concept (a person, thing, style,... upscale Upscale an image 4x using AI. version Print the version. Starting imaginAIry shell... 🤖🧠> server 2023-09-25 11:18:44,478 [INFO] imaginairy.cli.run_api:17: Starting HTTP API server at http://0.0.0.0:8000 INFO: Started server process [50211] INFO: Waiting for application startup. INFO: Application startup complete. INFO: Uvicorn running on http://0.0.0.0:8000 (Press CTRL+C to quit) INFO: 127.0.0.1:52180 - "GET /Inter.ttf HTTP/1.1" 304 Not Modified INFO: 127.0.0.1:52181 - "GET /Inter.ttf HTTP/1.1" 304 Not Modified 2023-09-25 11:19:00,617 [INFO] imaginairy.api:170: 🖼 Generating 1/1: "Bowl of steaming hot ramen with a perfect egg in the center, surrounded by thin slices of meat, green onions, and nori, with a flavorful broth and perfect noodles, high detail, focused on texture and steam" 512x512px negative-prompt:"Ugly, duplication, duplicates, mutilation, deformed, mutilated, mutation, twisted body, disfigured, bad anatomy, out of frame, extra fingers, mutated hands, poorly drawn hands, extra limbs, malformed limbs, missing arms, extra arms, missing legs, extra legs, mutated hands, extra hands, fused fingers, missing fingers, extra fingers, long neck, small head, closed eyes, rolling eyes, weird eyes, smudged face, blurred face, poorly drawn face, mutation, mutilation, cloned face, strange mouth, grainy, blurred, blurry, writing, calligraphy, signature, text, watermark, bad art," seed:None prompt-strength:7.5 steps:16 sampler-type:k_dpmpp_2m init-image-strength:0.2 model:SD-1.5 2023-09-25 11:19:00,814 [DEBUG] imaginairy.model_manager:315: Loading model weights from: https://huggingface.co/runwayml/stable-diffusion-v1-5/resolve/889b629140e71758e1e0006e355c331a5744b4bf/v1-5-pruned-emaonly.ckpt 2023-09-25 11:19:00,814 [DEBUG] imaginairy.model_manager:316: Loading model config from: configs/stable-diffusion-v1.yaml 2023-09-25 11:19:00,814 [DEBUG] imaginairy.utils.model_cache:344: Loading model: ('stable-diffusion', ('config_path', 'configs/stable-diffusion-v1.yaml'), ('weights_location', 'https://huggingface.co/runwayml/stable-diffusion-v1-5/resolve/889b629140e71758e1e0006e355c331a5744b4bf/v1-5-pruned-emaonly.ckpt'), ('half_mode', None), ('for_training', False)) 2023-09-25 11:19:00,814 [DEBUG] imaginairy.utils.model_cache:153: GPU cache: 0 items; 0.0 MB; Max: 62259.2 MB; CPU cache: 0 items; 0.0 MB; Max: 0.0 MB; mem_free_total: 22992.8 MB; Ram Free: 38321.3 MB; 2023-09-25 11:19:00,814 [DEBUG] imaginairy.utils.model_cache:154: Ensuring 1951.0 MB of GPU space. 2023-09-25 11:19:03,297 [DEBUG] imaginairy.utils:66: Instantiation of