Back to corpus
research noteexperiment writeup candidatescore 24

Week 3: Training Pipeline Integration - Progress Summary

Week 3 focuses on integrating the training pipeline components, building on Week 2's core modules (DLMConfig, DLMCoordinate, Logging). The goal is to create a complete training pipeline that uses unified data loading, IRCP training, evaluation metrics, and coordinate explainability.

Open full HTMLDownload HTMLCorpus JSONPaper schema

Full HTML reader

Read the full artifact

Open in new tab

Extracted abstract or opening context

Week 3 focuses on integrating the training pipeline components, building on Week 2's core modules (DLMConfig, DLMCoordinate, Logging). The goal is to create a complete training pipeline that uses unified data loading, IRCP training, evaluation metrics, and coordinate explainability. **Key Deliverables:** - [packages/dlm/core/data_loader.py](packages/dlm/core/data_loader.py) - 560+ lines - `DLMDataLoader` - Main loader class - `ConversationNode` - Message representation with coordinates/embeddings - `ConversationGraph` - Tree structure with traversal methods **Features:** - ✅ Batch loading (coordinates and embeddings) - ✅ Caching system for performance - ✅ IRCP database schema compatibility - ✅ Integration with DLMConfig and DLMCoordinate - ✅ Context manager support - ✅ Tree traversal (get_children, get_ancestors, get_depth) **Testing:** - 10/10 tests passing - Comprehensive test coverage in [packages/dlm/tests/verify_week3_phase1.py](packages/dlm/tests/verify_week3_phase1.py) **Documentation:** - [PHASE_3_1_DATA_LOADING.md](PHASE_3_1_DATA_LOADING.md) - Complete tracking document

Promotion decision

What has to happen next

Attach run IDs, datasets, metrics, and reproduction commands.

Why this is not always a full paper yet

Corpus pages are public-safe readers for discovered workspace artifacts. They are not automatically final papers. A corpus item becomes a polished paper only after the editable source, evidence checkpoints, references, figures, render path, and release status are attached through the paper schema.