########################
if model_card is not None:
- if "model_name" in model_card and metadata.name is None:
- # Not part of huggingface model card standard but notice some model creator using it
- # such as TheBloke in 'TheBloke/Mistral-7B-Instruct-v0.2-GGUF'
- metadata.name = model_card.get("model_name")
+ def use_model_card_metadata(metadata_key: str, model_card_key: str):
+ if model_card_key in model_card and getattr(metadata, metadata_key, None) is None:
+ setattr(metadata, metadata_key, model_card.get(model_card_key))
- if "model_creator" in model_card and metadata.author is None:
- # Not part of huggingface model card standard but notice some model creator using it
- # such as TheBloke in 'TheBloke/Mistral-7B-Instruct-v0.2-GGUF'
- metadata.author = model_card.get("model_creator")
+ def use_array_model_card_metadata(metadata_key: str, model_card_key: str):
+ # Note: Will append rather than replace if already exist
+ tags_value = model_card.get(model_card_key, None)
+ if tags_value is None:
+ return
- if "model_type" in model_card and metadata.basename is None:
- # Not part of huggingface model card standard but notice some model creator using it
- # such as TheBloke in 'TheBloke/Mistral-7B-Instruct-v0.2-GGUF'
- metadata.basename = model_card.get("model_type")
+ current_value = getattr(metadata, metadata_key, None)
+ if current_value is None:
+ current_value = []
+
+ if isinstance(tags_value, str):
+ current_value.append(tags_value)
+ elif isinstance(tags_value, list):
+ current_value.extend(tags_value)
+
+ setattr(metadata, metadata_key, current_value)
+
+ # LLAMA.cpp's direct internal convention
+ # (Definitely not part of hugging face formal/informal standard)
+ #########################################
+ use_model_card_metadata("name", "name")
+ use_model_card_metadata("author", "author")
+ use_model_card_metadata("version", "version")
+ use_model_card_metadata("organization", "organization")
+ use_model_card_metadata("description", "description")
+ use_model_card_metadata("finetune", "finetune")
+ use_model_card_metadata("basename", "basename")
+ use_model_card_metadata("size_label", "size_label")
+ use_model_card_metadata("source_url", "url")
+ use_model_card_metadata("source_doi", "doi")
+ use_model_card_metadata("source_uuid", "uuid")
+ use_model_card_metadata("source_repo_url", "repo_url")
+
+ # LLAMA.cpp's huggingface style convention
+ # (Definitely not part of hugging face formal/informal standard... but with model_ appended to match their style)
+ ###########################################
+ use_model_card_metadata("name", "model_name")
+ use_model_card_metadata("author", "model_author")
+ use_model_card_metadata("version", "model_version")
+ use_model_card_metadata("organization", "model_organization")
+ use_model_card_metadata("description", "model_description")
+ use_model_card_metadata("finetune", "model_finetune")
+ use_model_card_metadata("basename", "model_basename")
+ use_model_card_metadata("size_label", "model_size_label")
+ use_model_card_metadata("source_url", "model_url")
+ use_model_card_metadata("source_doi", "model_doi")
+ use_model_card_metadata("source_uuid", "model_uuid")
+ use_model_card_metadata("source_repo_url", "model_repo_url")
+
+ # Hugging Face Direct Convention
+ #################################
+
+ # Not part of huggingface model card standard but notice some model creator using it
+ # such as TheBloke in 'TheBloke/Mistral-7B-Instruct-v0.2-GGUF'
+ use_model_card_metadata("name", "model_name")
+ use_model_card_metadata("author", "model_creator")
+ use_model_card_metadata("basename", "model_type")
if "base_model" in model_card:
# This represents the parent models that this is based on
base_model["repo_url"] = f"https://huggingface.co/{org_component}/{model_full_name_component}"
metadata.base_models.append(base_model)
- if "license" in model_card and metadata.license is None:
- metadata.license = model_card.get("license")
-
- if "license_name" in model_card and metadata.license_name is None:
- metadata.license_name = model_card.get("license_name")
-
- if "license_link" in model_card and metadata.license_link is None:
- metadata.license_link = model_card.get("license_link")
-
- tags_value = model_card.get("tags", None)
- if tags_value is not None:
-
- if metadata.tags is None:
- metadata.tags = []
-
- if isinstance(tags_value, str):
- metadata.tags.append(tags_value)
- elif isinstance(tags_value, list):
- metadata.tags.extend(tags_value)
-
- pipeline_tags_value = model_card.get("pipeline_tag", None)
- if pipeline_tags_value is not None:
-
- if metadata.tags is None:
- metadata.tags = []
-
- if isinstance(pipeline_tags_value, str):
- metadata.tags.append(pipeline_tags_value)
- elif isinstance(pipeline_tags_value, list):
- metadata.tags.extend(pipeline_tags_value)
-
- language_value = model_card.get("languages", model_card.get("language", None))
- if language_value is not None:
-
- if metadata.languages is None:
- metadata.languages = []
-
- if isinstance(language_value, str):
- metadata.languages.append(language_value)
- elif isinstance(language_value, list):
- metadata.languages.extend(language_value)
+ use_model_card_metadata("license", "license")
+ use_model_card_metadata("license_name", "license_name")
+ use_model_card_metadata("license_link", "license_link")
- dataset_value = model_card.get("datasets", model_card.get("dataset", None))
- if dataset_value is not None:
+ use_array_model_card_metadata("tags", "tags")
+ use_array_model_card_metadata("tags", "pipeline_tag")
- if metadata.datasets is None:
- metadata.datasets = []
+ use_array_model_card_metadata("languages", "languages")
+ use_array_model_card_metadata("languages", "language")
- if isinstance(dataset_value, str):
- metadata.datasets.append(dataset_value)
- elif isinstance(dataset_value, list):
- metadata.datasets.extend(dataset_value)
+ use_array_model_card_metadata("datasets", "datasets")
+ use_array_model_card_metadata("datasets", "dataset")
# Hugging Face Parameter Heuristics
####################################