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from dataclasses import dataclass | |
# These classes are for user facing column names, to avoid having to change them | |
# all around the code when a modif is needed | |
class ColumnContent: | |
name: str | |
type: str | |
def fields(raw_class): | |
return [v for k, v in raw_class.__dict__.items() if k[:2] != "__" and k[-2:] != "__"] | |
class AutoEvalColumn: # Auto evals column | |
model = ColumnContent("Model", "markdown") | |
avg_wer = ColumnContent("Average WER ⬇️", "number") | |
rtf = ColumnContent("RTFx ⬆️️", "number") | |
ami_wer = ColumnContent("AMI", "number") | |
e22_wer = ColumnContent("Earnings22", "number") | |
gs_wer = ColumnContent("Gigaspeech", "number") | |
lsc_wer = ColumnContent("LS Clean", "number") | |
lso_wer = ColumnContent("LS Other", "number") | |
ss_wer = ColumnContent("SPGISpeech", "number") | |
tl_wer = ColumnContent("Tedlium", "number") | |
vp_wer = ColumnContent("Voxpopuli", "number") | |
def make_clickable_model(model_name): | |
link = f"https://huggingface.co/{model_name}" | |
return f'<a target="_blank" href="{link}" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">{model_name}</a>' | |
def styled_error(error): | |
return f"<p style='color: red; font-size: 20px; text-align: center;'>{error}</p>" | |
def styled_warning(warn): | |
return f"<p style='color: orange; font-size: 20px; text-align: center;'>{warn}</p>" | |
def styled_message(message): | |
return f"<p style='color: green; font-size: 20px; text-align: center;'>{message}</p>" | |