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Loading BEAM dataset (split=100K)...
Running benchmark on 5 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

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  [1/5] avg_MRR=0.425 questions=20 (95.3s/conv)

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  [5/5] avg_MRR=0.512 questions=100 (127.7s/conv)

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

Ability                         MRR    R@5   R@10   Qs   LIGHT
----------------------------------------------------------------------
abstention                    0.400 40.0% 40.0%   10   0.750
contradiction_resolution      0.600 60.0% 60.0%   10   0.050
event_ordering                0.333 40.0% 40.0%   10   0.266
information_extraction        0.700 70.0% 70.0%   10   0.375
instruction_following         0.283 40.0% 40.0%   10   0.500
knowledge_update              0.850 90.0% 90.0%   10   0.375
multi_session_reasoning       0.500 60.0% 60.0%   10   0.000
preference_following          0.300 50.0% 50.0%   10   0.483
summarization                 0.250 30.0% 30.0%   10   0.277
temporal_reasoning            0.900 90.0% 90.0%   10   0.075
----------------------------------------------------------------------
OVERALL                       0.512 57.0% 57.0%  100   0.329

Total time: 532.2s (106.4s/conversation)
Conversations: 5, 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.
