| 1a | cargo test -p vox-populi --features mens-train execution_planner | Planner + Candle proxy inventory gates |
| 1b | cargo test -p vox-populi --features mens-train hf_keymap | HF key naming / Qwen middle keys |
| 1c | cargo test -p vox-populi --features mens-train training_text | ChatML / text policy |
| 1d | cargo test -p vox-populi --features mens-train preflight_strict_rejects_missing_o_proj | Strict --qlora-require-full-proxy-stack path fails closed on missing middle keys |
| 2 | cargo test -p vox-populi --features mens-train burn_full_graph_smoke | Forward shape smoke OK |
| 3 | cargo test -p vox-populi --features mens-train lora_vox_transformer_checkpoint_roundtrip | Burn Checkpoint bin save/load preserves logits |
| 4 | cargo test -p vox-populi --features mens-train merged_vox_transformer_matches_lora_full_forward | LoraVoxTransformer::merge forward matches LoRA forward |
| 5 | cargo test -p vox-populi --features mens-train --test candle_burn_f32_matmul_parity | Candle CPU vs Burn NdArray f32 matmul aligned |
| 6 | cargo test -p vox-populi --features mens-train --test candle_burn_f32_linear_lm_logits_parity | Candle vs Burn f32 biased linear (LM-head-shaped logits) |
| 7 | cargo test -p vox-populi --features mens-train --test candle_burn_cross_entropy_parity | Candle vs Burn CE scalar on same logits |
| 8 | cargo test -p vox-populi --features mens-train --test candle_burn_nf4_dequant_lm_reference_parity | Tier B: NF4 round-trip then shared f32 LM-linear parity |
| 9 | cargo test -p vox-tensor --features gpu --lib linear_warmup_sequence_matches | LR warmup matches Burn linear scheduler |
| 10 | cargo test -p vox-cli merge_ | merge guards + merge-qlora roundtrip + Burn *.bin rejection on merge-qlora |
| 11 | vox mens train --backend lora --data-dir … --output-dir … | Completes, training_manifest.json has execution_kernel = burn_lora |
| 12 | vox mens train --backend qlora --tokenizer hf --model <hf> … | Completes, populi_adapter_manifest_v3.json written |
| 13 | vox ci mens-gate --profile m1m4 (or cargo run -p vox-cli -- ci mens-gate --profile m1m4 in CI) | M1–M4 subset + corpus tool_trace mix tests pass |