chore: update base model to NVIDIA-Nemotron-3-Nano-4B-BF16 across configurations and documentation; adjust max sequence length to 2048; upgrade GitHub Actions cache to v5

feat: expand coach summary training pipeline

feat: add coach summary LoRA config and provider plumbing