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Delete app/setup_models.py
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app/setup_models.py
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import logging
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import os
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# 1. Use the Mirror to bypass connection issues
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os.environ["HF_ENDPOINT"] = "https://hf-mirror.com"
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# 2. Increase timeouts so it doesn't fail on slow handshakes
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os.environ["HF_HUB_DOWNLOAD_TIMEOUT"] = "300"
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os.environ["HF_HUB_ETAG_TIMEOUT"] = "300"
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from transformers import AutoModel, AutoModelForCausalLM, AutoTokenizer
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logging.basicConfig(level=logging.INFO)
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logger = logging.getLogger("ModelDownloader")
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def download_everything():
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logger.info("🚀 STARTING ROBUST DOWNLOAD...")
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# 1. Download CodeBERT
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logger.info("📦 Downloading CodeBERT (Microsoft)...")
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try:
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AutoTokenizer.from_pretrained("microsoft/codebert-base")
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AutoModel.from_pretrained("microsoft/codebert-base")
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logger.info("✅ CodeBERT Cached!")
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except Exception as e:
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logger.error(f"❌ CodeBERT Failed: {e}")
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# 2. Download Qwen
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logger.info("🧠 Downloading Qwen 1.5B (This is ~3GB, please wait)...")
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try:
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model_id = "Qwen/Qwen2.5-Coder-1.5B-Instruct"
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AutoTokenizer.from_pretrained(model_id)
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# This is the heavy part that was failing
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AutoModelForCausalLM.from_pretrained(model_id)
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logger.info("✅ Qwen 1.5B Cached!")
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except Exception as e:
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logger.error(f"❌ Qwen Failed: {e}")
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logger.info(
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"💡 TIP: If it fails, just run this script again. It will resume where it left off."
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)
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if __name__ == "__main__":
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download_everything()
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