Spaces:
Running
Running
Synced repo using 'sync_with_huggingface' Github Action
Browse files
app.py
CHANGED
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@@ -13,20 +13,21 @@ def fuego_github_run_wrapper(
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script,
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requirements_file,
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extra_requirements,
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-
output_dirs,
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script_args,
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-
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private,
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delete_space_on_completion,
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downgrade_hardware_on_completion,
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-
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):
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if not token.strip():
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-
return
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if script_args.strip():
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script_args = yaml.safe_load(script_args)
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if extra_run_metadata.strip():
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extra_run_metadata = yaml.safe_load(extra_run_metadata)
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if not requirements_file.strip():
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requirements_file = None
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@@ -41,15 +42,15 @@ def fuego_github_run_wrapper(
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github_repo_id = github_repo_id.strip()
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if not github_repo_id:
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-
return "GitHub repo ID is required",
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script = script.strip()
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if not script:
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-
return "script is required",
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github_repo_branch = github_repo_branch.strip()
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if not github_repo_branch:
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return "github repo branch is required",
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space_url, dataset_url = fuego.github_run(
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github_repo_id.strip(),
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@@ -61,53 +62,27 @@ def fuego_github_run_wrapper(
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delete_space_on_completion=delete_space_on_completion,
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downgrade_hardware_on_completion=downgrade_hardware_on_completion,
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space_output_dirs=output_dirs,
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-
extra_run_metadata=extra_run_metadata,
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extra_requirements=extra_requirements,
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token=token,
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**script_args,
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)
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"vae/main.py",
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"vae/requirements.txt",
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"",
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"./results",
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"epochs: 3",
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"cpu-basic",
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False,
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True,
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True,
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"",
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],
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[
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"",
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"huggingface/transformers",
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"main",
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"examples/pytorch/text-classification/run_glue.py",
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"examples/pytorch/text-classification/requirements.txt",
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"tensorboard\ngit+https://github.com/huggingface/transformers@main#egg=transformers",
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"./outputs,./logs",
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"model_name_or_path: bert-base-cased\ntask_name: mrpc\ndo_train: True\ndo_eval: True\nmax_seq_length: 128\nper_device_train_batch_size: 32\nlearning_rate: 2e-5\nnum_train_epochs: 3\noutput_dir: ./outputs\nlogging_dir: ./logs\nlogging_steps: 20\nreport_to: tensorboard",
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"cpu-basic",
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False,
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True,
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True,
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"",
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],
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]
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description = """
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This app lets you run scripts from GitHub on Spaces, using any hardware you'd like. Just point to a repo, the script you'd like to run, the dependencies to install, and any args to pass to your script, and watch it go. 😎
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It uses 🔥[fuego](https://github.com/huggingface/fuego)🔥 under the hood to launch your script in one line of Python code. Give the repo a ⭐️ if you think its 🔥.
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**Note: You'll need a Hugging Face token with write access, which you can get from [here](https://hf.co/settings/tokens)**
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## Pricing
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Runs using this tool are **free** as long as you use `cpu-basic` hardware. 🔥
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@@ -121,51 +96,192 @@ Runs using this tool are **free** as long as you use `cpu-basic` hardware. 🔥
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4. When the script is done, it takes anything saved to the `output_dirs` and uploads the files within to the output dataset repo
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5. Deletes the space (or downgrades, or just leaves on). Depends on your choice of `delete_space_on_completion` and `downgrade_hardware_on_completion`.
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-
##
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- If your space ends up having a "no application file" issue, you may need to "factory reset" the space. You can do this from the settings page of the space.
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"""
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gr.
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gr.
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gr.
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script,
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requirements_file,
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extra_requirements,
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script_args,
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+
output_dirs,
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private,
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delete_space_on_completion,
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downgrade_hardware_on_completion,
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+
space_hardware,
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):
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if not token.strip():
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+
return gr.update(
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+
value="""## token with write access is required. Get one from <a href="https://hf.co/settings/tokens" target="_blank">here</a>""",
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+
visible=True,
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+
)
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+
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if script_args.strip():
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script_args = yaml.safe_load(script_args)
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if not requirements_file.strip():
|
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requirements_file = None
|
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| 42 |
|
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github_repo_id = github_repo_id.strip()
|
| 44 |
if not github_repo_id:
|
| 45 |
+
return gr.update(value="## GitHub repo ID is required", visible=True)
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script = script.strip()
|
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if not script:
|
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+
return gr.update(value="## script is required", visible=True)
|
| 50 |
|
| 51 |
github_repo_branch = github_repo_branch.strip()
|
| 52 |
if not github_repo_branch:
|
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+
return gr.update("## github repo branch is required", visible=True)
|
| 54 |
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space_url, dataset_url = fuego.github_run(
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github_repo_id.strip(),
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delete_space_on_completion=delete_space_on_completion,
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downgrade_hardware_on_completion=downgrade_hardware_on_completion,
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space_output_dirs=output_dirs,
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|
|
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extra_requirements=extra_requirements,
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token=token,
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**script_args,
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)
|
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+
output_message = f"""
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+
## Job launched successfully! 🚀
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| 71 |
+
- <a href="{space_url}" target="_blank">Link to Space</a>
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- <a href="{dataset_url}" target="_blank">Link to Dataset</a>
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+
"""
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+
return gr.update(value=output_message, visible=True)
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+
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+
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description = """
|
| 78 |
This app lets you run scripts from GitHub on Spaces, using any hardware you'd like. Just point to a repo, the script you'd like to run, the dependencies to install, and any args to pass to your script, and watch it go. 😎
|
| 79 |
|
| 80 |
It uses 🔥[fuego](https://github.com/huggingface/fuego)🔥 under the hood to launch your script in one line of Python code. Give the repo a ⭐️ if you think its 🔥.
|
| 81 |
|
| 82 |
**Note: You'll need a Hugging Face token with write access, which you can get from [here](https://hf.co/settings/tokens)**
|
| 83 |
+
"""
|
| 84 |
|
| 85 |
+
additional_info = """
|
| 86 |
## Pricing
|
| 87 |
|
| 88 |
Runs using this tool are **free** as long as you use `cpu-basic` hardware. 🔥
|
|
|
|
| 96 |
4. When the script is done, it takes anything saved to the `output_dirs` and uploads the files within to the output dataset repo
|
| 97 |
5. Deletes the space (or downgrades, or just leaves on). Depends on your choice of `delete_space_on_completion` and `downgrade_hardware_on_completion`.
|
| 98 |
|
| 99 |
+
## FAQ
|
| 100 |
|
| 101 |
- If your space ends up having a "no application file" issue, you may need to "factory reset" the space. You can do this from the settings page of the space.
|
| 102 |
"""
|
| 103 |
|
| 104 |
+
output_message = gr.Markdown("", visible=False)
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| 105 |
+
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+
with gr.Blocks(css="style.css") as demo:
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| 107 |
+
gr.Markdown("# 🔥Fuego🔥 GitHub Script Runner")
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| 108 |
+
gr.Markdown(description)
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| 109 |
+
with gr.Accordion("👀 More Details (Hardware Pricing, How it Works, and FAQ)", open=False):
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| 110 |
+
gr.Markdown(additional_info)
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| 111 |
+
|
| 112 |
+
with gr.Row():
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| 113 |
+
token = gr.Textbox(lines=1, label="Hugging Face token with write access", type="password")
|
| 114 |
+
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| 115 |
+
with gr.Row():
|
| 116 |
+
with gr.Column():
|
| 117 |
+
with gr.Box():
|
| 118 |
+
gr.Markdown("What script would you like to run? Also, what are its dependencies?")
|
| 119 |
+
github_repo_id = gr.Textbox(lines=1, label="GitHub repo ID (ex. huggingface/fuego)")
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| 120 |
+
github_repo_branch = gr.Textbox(
|
| 121 |
+
lines=1, label="Branch of GitHub repo (ex. main)", value="main", interactive=True
|
| 122 |
+
)
|
| 123 |
+
script = gr.Textbox(lines=1, label="Path to python script in the GitHub repo")
|
| 124 |
+
requirements_file = gr.Textbox(lines=1, label="Path to pip requirements file in the repo")
|
| 125 |
+
extra_requirements = gr.Textbox(
|
| 126 |
+
lines=5,
|
| 127 |
+
label="Any extra pip requirements to your script, just as you would write them in requirements.txt",
|
| 128 |
+
)
|
| 129 |
+
with gr.Column():
|
| 130 |
+
with gr.Box():
|
| 131 |
+
gr.Markdown("How should we run your script?")
|
| 132 |
+
script_args = gr.Textbox(lines=10, label="Script args to your python file. Input here as YAML.")
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| 133 |
+
spaces_output_dirs = gr.Textbox(
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| 134 |
+
lines=1,
|
| 135 |
+
label="Name of output directory to save assets to from within your script. Use commas if you have multiple.",
|
| 136 |
+
value="./outputs, ./logs",
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| 137 |
+
)
|
| 138 |
+
private = gr.Checkbox(False, label="Should space/dataset be made as private repos?")
|
| 139 |
+
delete_space_on_completion = gr.Checkbox(True, label="Delete the space on completion?")
|
| 140 |
+
downgrade_hardware_on_completion = gr.Checkbox(
|
| 141 |
+
True,
|
| 142 |
+
label="Downgrade hardware of the space on completion? Only applicable if not deleting on completion.",
|
| 143 |
+
)
|
| 144 |
+
with gr.Row():
|
| 145 |
+
with gr.Column():
|
| 146 |
+
spaces_hardware = gr.Dropdown(
|
| 147 |
+
["cpu-basic", "cpu-upgrade", "t4-small", "t4-medium", "a10g-small", "a10g-large", "a100-large"],
|
| 148 |
+
label="Spaces Hardware",
|
| 149 |
+
value="cpu-basic",
|
| 150 |
+
interactive=True,
|
| 151 |
+
)
|
| 152 |
+
spaces_hardware_msg = gr.Markdown(
|
| 153 |
+
"""
|
| 154 |
+
🔴 **The hardware you chose is not free, and you will be charged for it** 🔴
|
| 155 |
+
|
| 156 |
+
If you want to run your script for free, please choose `cpu-basic` as your hardware.
|
| 157 |
+
""",
|
| 158 |
+
visible=False,
|
| 159 |
+
)
|
| 160 |
+
spaces_hardware.change(
|
| 161 |
+
lambda x: gr.update(visible=True) if x != "cpu-basic" else gr.update(visible=False),
|
| 162 |
+
inputs=[spaces_hardware],
|
| 163 |
+
outputs=[spaces_hardware_msg],
|
| 164 |
+
)
|
| 165 |
+
|
| 166 |
+
with gr.Row():
|
| 167 |
+
with gr.Accordion("👀 Examples", open=False):
|
| 168 |
+
gr.Examples(
|
| 169 |
+
[
|
| 170 |
+
[
|
| 171 |
+
"pytorch/examples",
|
| 172 |
+
"main",
|
| 173 |
+
"vae/main.py",
|
| 174 |
+
"vae/requirements.txt",
|
| 175 |
+
"",
|
| 176 |
+
"epochs: 3",
|
| 177 |
+
"./results",
|
| 178 |
+
False,
|
| 179 |
+
True,
|
| 180 |
+
True,
|
| 181 |
+
"cpu-basic",
|
| 182 |
+
],
|
| 183 |
+
[
|
| 184 |
+
"huggingface/transformers",
|
| 185 |
+
"main",
|
| 186 |
+
"examples/pytorch/text-classification/run_glue.py",
|
| 187 |
+
"examples/pytorch/text-classification/requirements.txt",
|
| 188 |
+
"tensorboard\ngit+https://github.com/huggingface/transformers@main#egg=transformers",
|
| 189 |
+
"model_name_or_path: bert-base-cased\ntask_name: mrpc\ndo_train: True\ndo_eval: True\nmax_seq_length: 128\nper_device_train_batch_size: 32\nlearning_rate: 2e-5\nnum_train_epochs: 3\noutput_dir: ./outputs\nlogging_dir: ./logs\nlogging_steps: 20\nreport_to: tensorboard",
|
| 190 |
+
"./outputs,./logs",
|
| 191 |
+
False,
|
| 192 |
+
True,
|
| 193 |
+
True,
|
| 194 |
+
"cpu-basic",
|
| 195 |
+
],
|
| 196 |
+
],
|
| 197 |
+
inputs=[
|
| 198 |
+
github_repo_id,
|
| 199 |
+
github_repo_branch,
|
| 200 |
+
script,
|
| 201 |
+
requirements_file,
|
| 202 |
+
extra_requirements,
|
| 203 |
+
script_args,
|
| 204 |
+
spaces_output_dirs,
|
| 205 |
+
private,
|
| 206 |
+
delete_space_on_completion,
|
| 207 |
+
downgrade_hardware_on_completion,
|
| 208 |
+
spaces_hardware,
|
| 209 |
+
],
|
| 210 |
+
outputs=[
|
| 211 |
+
github_repo_id,
|
| 212 |
+
github_repo_branch,
|
| 213 |
+
script,
|
| 214 |
+
requirements_file,
|
| 215 |
+
extra_requirements,
|
| 216 |
+
script_args,
|
| 217 |
+
spaces_output_dirs,
|
| 218 |
+
private,
|
| 219 |
+
delete_space_on_completion,
|
| 220 |
+
downgrade_hardware_on_completion,
|
| 221 |
+
spaces_hardware,
|
| 222 |
+
],
|
| 223 |
+
cache_examples=False,
|
| 224 |
+
)
|
| 225 |
+
|
| 226 |
+
with gr.Row():
|
| 227 |
+
submit = gr.Button("Submit")
|
| 228 |
+
reset_btn = gr.Button("Reset fields")
|
| 229 |
+
|
| 230 |
+
with gr.Row():
|
| 231 |
+
output_message.render()
|
| 232 |
+
|
| 233 |
+
submit.click(
|
| 234 |
+
fuego_github_run_wrapper,
|
| 235 |
+
inputs=[
|
| 236 |
+
token,
|
| 237 |
+
github_repo_id,
|
| 238 |
+
github_repo_branch,
|
| 239 |
+
script,
|
| 240 |
+
requirements_file,
|
| 241 |
+
extra_requirements,
|
| 242 |
+
script_args,
|
| 243 |
+
spaces_output_dirs,
|
| 244 |
+
private,
|
| 245 |
+
delete_space_on_completion,
|
| 246 |
+
downgrade_hardware_on_completion,
|
| 247 |
+
spaces_hardware,
|
| 248 |
+
],
|
| 249 |
+
outputs=[output_message],
|
| 250 |
+
)
|
| 251 |
+
|
| 252 |
+
def reset_fields():
|
| 253 |
+
return {
|
| 254 |
+
output_message: gr.update(value="", visible=False),
|
| 255 |
+
github_repo_id: gr.update(value=""),
|
| 256 |
+
github_repo_branch: gr.update(value="main"),
|
| 257 |
+
script: gr.update(value=""),
|
| 258 |
+
requirements_file: gr.update(value=""),
|
| 259 |
+
extra_requirements: gr.update(value=""),
|
| 260 |
+
script_args: gr.update(value=""),
|
| 261 |
+
spaces_output_dirs: gr.update(value="./outputs, ./logs"),
|
| 262 |
+
private: gr.update(value=False),
|
| 263 |
+
delete_space_on_completion: gr.update(value=True),
|
| 264 |
+
downgrade_hardware_on_completion: gr.update(value=True),
|
| 265 |
+
spaces_hardware: gr.update(value="cpu-basic"),
|
| 266 |
+
}
|
| 267 |
+
|
| 268 |
+
reset_btn.click(
|
| 269 |
+
reset_fields,
|
| 270 |
+
outputs=[
|
| 271 |
+
output_message,
|
| 272 |
+
github_repo_id,
|
| 273 |
+
github_repo_branch,
|
| 274 |
+
script,
|
| 275 |
+
requirements_file,
|
| 276 |
+
extra_requirements,
|
| 277 |
+
script_args,
|
| 278 |
+
spaces_output_dirs,
|
| 279 |
+
private,
|
| 280 |
+
delete_space_on_completion,
|
| 281 |
+
downgrade_hardware_on_completion,
|
| 282 |
+
spaces_hardware,
|
| 283 |
+
],
|
| 284 |
+
)
|
| 285 |
+
|
| 286 |
+
if __name__ == "__main__":
|
| 287 |
+
demo.launch(debug=True)
|
style.css
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
h1 {
|
| 2 |
+
text-align: center;
|
| 3 |
+
}
|