SOURCE NOTE / SOURCE / 2026-09-17
The correction in the tensor
torch.cat([context_states, context_returns_expanded], dim=-1)
What this supports
Current source excerpt. Git history attributes implementation and fixes to Donald, with agent-assisted commits also present. This is a reproduction/adaptation of the X-Trend approach, not original authorship of its paper.
SOURCE PROVENANCE
Read the complete project story xtrend_revised/xtrend/models/qkv_projections.py:80A reviewed excerpt or summary from the project collection.