Dec 31, 2025 It works on my laptop: a reproducible Docker image of a model Nov 21, 2025 Serving a Transformer with FastAPI and Gradio: latency under load Nov 04, 2025 Your notebook is not a product: a Python package with tests and CI Sep 19, 2025 Hyperparameter tuning on a free GPU with W&B Sweeps Sep 01, 2025 What Llama changed in the Transformer: RoPE, RMSNorm, SwiGLU Aug 11, 2025 Evaluating machine translation with chrF and COMET Jul 22, 2025 Training a Transformer: warm-up, label smoothing, beam search, sampling Jul 03, 2025 Implementing the Transformer in PyTorch: why attention divides by √d_k Jun 19, 2025 How language models read: tokenization and BPE from scratch