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sessions/AGENT_WAKE.md

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+# Wake Notice — Selector/COLLAB Agent (2026-05-22 ~02:22 local)
+
+**Author**: monitor session
+**Severity**: ELEVATED (agent idle 95 min with high-value v3 data ready)
+
+## TL;DR
+
+Both v3 collab pipeline rollouts are DONE and sitting unused. Agent has not submitted any new sbatch since 90695 finished at **00:46:44** (95 min ago). 4 A100s are free cluster-wide. Recommend running selector EX + compute_bestofn on the v3 rollouts now.
+
+## What's ready
+
+**v3 collab pipeline rollouts (paper format, K=8):**
+- `eval_results/paper_v3_coder7b_passAt8_bird_dev.jsonl` — **370 MB, 1513/1534 questions (98.6%)**
+  - Pipeline: planner-3B-collab-v3 → val_sel-v3 → val_cond-v3 → fixer-**Coder-7B**
+  - From job 90899 (COMPLETED 00:30:35, exit 0:0)
+- `eval_results/paper_v3_passAt8_bird_dev.jsonl` — **357 MB, 1416/1534 questions (94%)**
+  - Pipeline: planner-3B-collab-v3 → val_sel-v3 → val_cond-v3 → fixer-**1B critique-aware (sft-fixer-critique-aware-v6)**
+  - From job 90491 (ended 01:34, time-capped at ~6h)
+
+## Recent agent context (from 90695 result)
+
+The K30-yn10 Llama-3B selector hit **56.69% EX on SFT_VF (planner-only) baseline** with logit pairwise scoring. Marginal +0.19pp over the earlier 56.50% pairwise-logit. **Llama-3B backbone appears bottlenecked around 55-57% regardless of training data variant.**
+
+## Recommended actions
+
+### 1. Compute pipeline pass@8 max-EX (no selector, oracle):
+```bash
+cd /weka/s225250685/mats-tist
+set -a; source .env; set +a
+$PY scripts/compute_bestofn_metrics.py eval_results/paper_v3_coder7b_passAt8_bird_dev.jsonl
+$PY scripts/compute_bestofn_metrics.py eval_results/paper_v3_passAt8_bird_dev.jsonl
+```
+This gives upper-bound EX (oracle@K=8) for both v3 pipelines.
+
+### 2. Selector EX with best known selector (v7-dev-fb @ 66.54%):
+Quickest test — use the existing `eval_paper_selector.sbatch` pattern but point at the new v3 files:
+```bash
+# In eval_paper_selector.sbatch, change:
+# - SELECTOR to alignment-handbook/output/selector-qwen7b-v7-dev-fb
+# - The IN files in the for loop to: paper_v3_coder7b paper_v3
+sbatch slurm_logs/eval_paper_selector.sbatch  # already wired for row_preview + selector EX
+```
+
+### 3. Compare COLLAB-v3 vs INDEP/SFT_VF baselines
+Once selector EX is computed, compute pipeline pass@1 EX (selector pick) and compare against SFT_VF baseline. This is the COLLAB > INDEP demonstration target.
+
+## Selector status reminder
+
+- **Best so far: selector-qwen7b-v7-dev-fb = 66.54%** (target: 67%)
+- Llama-3B variants: 52-57% range (capped)
+- K30-yn10 latest: 56.69% on SFT_VF (just hit)
+- Need ~0.46pp more to clear 67% target
+
+## Delete this file once acted on
+
+```bash
+rm /weka/s225250685/mats-tist/AGENT_WAKE.md
+```