7-STEP PYTORCH LABcausal code token language model
Python code completion PyTorch pipeline — 7 Steps
Train a causal code completion language model on Python function signatures and docstrings in PyTorch: causal sequence masking, multi-layer GRU/Transformer, and token-level cross-entropy loss.
- 01 Data ingestion & EDA
- 02 Preprocessing without leakage
- 03 TensorDataset & DataLoader
- 04 nn.Module architecture
- 05 Loss function & optimizer
- 06 Training loop & backprop
- 07 Eval, metrics & checkpoint
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