KERNEL: ONLINE
3-DAY STREAK|350 XP (LVL 2)
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.

  1. 01 Data ingestion & EDA
  2. 02 Preprocessing without leakage
  3. 03 TensorDataset & DataLoader
  4. 04 nn.Module architecture
  5. 05 Loss function & optimizer
  6. 06 Training loop & backprop
  7. 07 Eval, metrics & checkpoint
Loading Python Code & Docstring Auto-Complete 7-step PyTorch pipeline lab...