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# modeling_matformer.py
import os
import sys
matformer_root = os.getenv("MATFORMER_ROOT")
if matformer_root:
matformer_root = os.path.abspath(os.path.expanduser(matformer_root))
if matformer_root not in sys.path:
sys.path.insert(0, matformer_root)
try:
from matformer.huggingface_integration import (
MatformerForCausalLM,
MatformerForMaskedLM,
MatformerForSequenceClassification,
MatformerModel,
MatformerConfig,
register_matformer
)
register_matformer()
except ImportError as e:
import subprocess
import tempfile
print("Installing Matformer from GitHub...")
try:
subprocess.check_call([
sys.executable, "-m", "pip", "install",
"git+https://github.com/mrinaldi97/matformer.git"
])
from matformer.huggingface_integration import (
MatformerForCausalLM,
MatformerForMaskedLM,
MatformerForSequenceClassification,
MatformerModel,
MatformerConfig,
register_matformer
)
register_matformer()
except Exception as install_error:
raise ImportError(
"Failed to install Matformer. Install manually:\n"
" pip install git+https://github.com/mrinaldi97/matformer.git\n"
"Or set MATFORMER_ROOT environment variable"
) from install_error
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