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Loading BEAM dataset (split=100K)...
Running benchmark on 20 conversations (PostgreSQL backend)...

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[1mBertModel LOAD REPORT[0m from: sentence-transformers/all-MiniLM-L6-v2
Key                     | Status     |  | 
------------------------+------------+--+-
embeddings.position_ids | UNEXPECTED |  | 

[3mNotes:
- UNEXPECTED[3m	:can be ignored when loading from different task/architecture; not ok if you expect identical arch.[0m
2026-04-08 23:39:48.024 Python[17250:11639814] Metal API Validation Enabled

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  [1/20] avg_MRR=0.654 questions=20 (41.8s/conv)

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Batches: 100%|██████████| 1/1 [00:00<00:00, 271.30it/s]

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Batches: 100%|██████████| 1/1 [00:00<00:00, 282.73it/s]

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  [5/20] avg_MRR=0.598 questions=100 (31.3s/conv)

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Batches: 100%|██████████| 1/1 [00:00<00:00, 231.60it/s]

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Batches: 100%|██████████| 1/1 [00:00<00:00, 301.73it/s]

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Batches: 100%|██████████| 1/1 [00:00<00:00, 239.29it/s]

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Batches: 100%|██████████| 1/1 [00:00<00:00, 193.72it/s]

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  [10/20] avg_MRR=0.535 questions=199 (26.0s/conv)

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Batches: 100%|██████████| 1/1 [00:00<00:00, 295.54it/s]

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Batches: 100%|██████████| 1/1 [00:00<00:00, 302.38it/s]

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Batches: 100%|██████████| 1/1 [00:00<00:00, 309.13it/s]

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Batches: 100%|██████████| 1/1 [00:00<00:00, 318.16it/s]

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  [15/20] avg_MRR=0.453 questions=299 (22.2s/conv)

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  [20/20] avg_MRR=0.438 questions=395 (24.1s/conv)

========================================================================
BEAM Benchmark Results — Cortex (PostgreSQL)
========================================================================

Ability                         MRR    R@5   R@10   Qs   LIGHT
----------------------------------------------------------------------
abstention                    0.125 12.5% 12.5%   40   0.750
contradiction_resolution      0.729 90.0% 90.0%   40   0.050
event_ordering                0.311 50.0% 62.5%   40   0.266
information_extraction        0.361 40.0% 42.5%   40   0.375
instruction_following         0.219 27.5% 42.5%   40   0.500
knowledge_update              0.735 87.5% 90.0%   40   0.375
multi_session_reasoning       0.596 77.5% 80.0%   40   0.000
preference_following          0.309 52.5% 60.0%   39   0.483
summarization                 0.315 44.4% 61.1%   36   0.277
temporal_reasoning            0.684 75.0% 80.0%   40   0.075
----------------------------------------------------------------------
OVERALL                       0.438 55.7% 62.1%  395   0.329

Total time: 525.0s (26.2s/conversation)
Conversations: 20, Split: 100K

Note: LIGHT scores are full QA (LLM-as-judge), not retrieval-only.
      Cortex scores here are retrieval MRR/Recall — not directly comparable
      but show retrieval quality that feeds downstream QA.
