Spaces:
Running on Zero
Running on Zero
Install exact torch/transformers pins at runtime in app.py to bypass build-time conflict
Browse files- app.py +22 -3
- requirements.txt +4 -8
app.py
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@@ -1,5 +1,24 @@
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import os
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import torch
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from transformers import AutoModel, AutoTokenizer
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from gradio import Server
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@@ -23,7 +42,7 @@ model = AutoModel.from_pretrained(
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torch_dtype=torch.bfloat16,
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model = model.eval()
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print("Model loaded (on CPU β ZeroGPU
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# ββββββββββββββββββββββββββββββββββββββββββββββ
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# App setup
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import subprocess, sys, os, tempfile
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# ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
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# Runtime install of exact model-required versions.
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# Done here (not requirements.txt) to avoid a huggingface-hub version conflict
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# between transformers==4.57.1 (<1.0) and gradio 6.x (>=1.2.0) at build time.
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# ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
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_RUNTIME_PKGS = [
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"torch==2.10.0",
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"torchvision==0.25.0",
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"transformers==4.57.1",
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]
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print("Installing pinned runtime dependencies...")
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subprocess.run(
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[sys.executable, "-m", "pip", "install", "--quiet", "--no-cache-dir"] + _RUNTIME_PKGS,
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check=True,
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)
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print("Runtime deps installed.")
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# ββ Now safe to import ββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
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import torch
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from transformers import AutoModel, AutoTokenizer
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from gradio import Server
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torch_dtype=torch.bfloat16,
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)
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model = model.eval()
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print("Model loaded (on CPU β ZeroGPU allocates GPU per request).")
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# ββββββββββββββββββββββββββββββββββββββββββββββ
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# App setup
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requirements.txt
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#
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# transformers β must be >=4.50 for Unlimited-OCR; leave upper bound open so
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# pip can pick a version whose huggingface-hub pin doesn't conflict with gradio
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transformers>=4.50.0
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Pillow>=10.0.0
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einops>=0.8.0
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addict>=2.4.0
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easydict>=1.13
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pymupdf>=1.27.0
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psutil>=5.9.0
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# Build-time deps only β gradio-compatible, no transformers version conflict.
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# The exact model-required versions are pip-installed at runtime in app.py.
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matplotlib>=3.7.0
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einops>=0.8.0
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addict>=2.4.0
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easydict>=1.13
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pymupdf>=1.27.0
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psutil>=5.9.0
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Pillow>=10.0.0
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