Spaces:
Running
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Running
on
CPU Upgrade
Add check_official_provider_status function
Browse files
backend/app/utils/model_validation.py
CHANGED
@@ -1,15 +1,14 @@
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import json
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import logging
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import asyncio
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import re
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from typing import Tuple, Optional, Dict, Any
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import
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from huggingface_hub import HfApi, ModelCard, hf_hub_download
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from huggingface_hub import hf_api
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from transformers import AutoConfig, AutoTokenizer
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from app.config.base import HF_TOKEN
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from app.
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logger = logging.getLogger(__name__)
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@@ -207,4 +206,61 @@ class ModelValidator:
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except Exception as e:
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if "You are trying to access a gated repo." in str(e):
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return True, "The model is gated and requires special access permissions.", None
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return False, f"The model was not found or is misconfigured on the Hub. Error: {e.args[0]}", None
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import json
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import logging
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import asyncio
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from typing import Tuple, Optional, Dict, Any
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from datasets import load_dataset
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from huggingface_hub import HfApi, ModelCard, hf_hub_download
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from huggingface_hub import hf_api
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from transformers import AutoConfig, AutoTokenizer
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from app.config.base import HF_TOKEN
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from app.config.hf_config import OFFICIAL_PROVIDERS_REPO
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from app.core.formatting import LogFormatter
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logger = logging.getLogger(__name__)
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except Exception as e:
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if "You are trying to access a gated repo." in str(e):
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return True, "The model is gated and requires special access permissions.", None
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return False, f"The model was not found or is misconfigured on the Hub. Error: {e.args[0]}", None
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async def check_official_provider_status(
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self,
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model_id: str,
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existing_models: Dict[str, list]
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) -> Tuple[bool, Optional[str]]:
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"""
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Check if model is from official provider and has finished submission.
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Args:
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model_id: The model identifier (org/model-name)
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existing_models: Dictionary of models by status from get_models()
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Returns:
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Tuple[bool, Optional[str]]: (is_valid, error_message)
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"""
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try:
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logger.info(LogFormatter.info(f"Checking official provider status for {model_id}"))
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# Get model organization
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model_org = model_id.split('/')[0] if '/' in model_id else None
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if not model_org:
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return True, None
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# Load official providers dataset
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dataset = load_dataset(OFFICIAL_PROVIDERS_REPO)
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official_providers = dataset["train"][0]["CURATED_SET"]
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# Check if model org is in official providers
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is_official = model_org in official_providers
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if is_official:
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logger.info(LogFormatter.info(f"Model organization '{model_org}' is an official provider"))
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# Check for finished submissions
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if "finished" in existing_models:
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for model in existing_models["finished"]:
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if model["name"] == model_id:
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error_msg = (
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f"Model {model_id} is an official provider model "
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f"with a completed evaluation. "
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f"To re-evaluate, please open a discussion."
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)
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logger.error(LogFormatter.error("Validation failed", error_msg))
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return False, error_msg
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logger.info(LogFormatter.success("No finished submission found for this official provider model"))
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else:
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logger.info(LogFormatter.info(f"Model organization '{model_org}' is not an official provider"))
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return True, None
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except Exception as e:
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error_msg = f"Failed to check official provider status: {str(e)}"
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logger.error(LogFormatter.error(error_msg))
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return False, error_msg
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