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The dataset viewer is not available for this split.
Cannot load the dataset split (in streaming mode) to extract the first rows.
Error code: StreamingRowsError
Exception: CastError
Message: Couldn't cast
id: string
bucket: string
L: int64
format: string
r5er_120b_elt7_r01_u00: struct<cell: string, replicate: string, shard: string, genseed: int64, flags: string, case_select: s (... 59 chars omitted)
child 0, cell: string
child 1, replicate: string
child 2, shard: string
child 3, genseed: int64
child 4, flags: string
child 5, case_select: string
child 6, elite: int64
child 7, label_trust: int64
child 8, trace_exec: int64
r5er_120b_elt7_r00_u01: struct<cell: string, replicate: string, shard: string, genseed: int64, flags: string, case_select: s (... 59 chars omitted)
child 0, cell: string
child 1, replicate: string
child 2, shard: string
child 3, genseed: int64
child 4, flags: string
child 5, case_select: string
child 6, elite: int64
child 7, label_trust: int64
child 8, trace_exec: int64
r5er_120b_mc7_r01_u00: struct<cell: string, replicate: string, shard: string, genseed: int64, flags: string, case_select: s (... 59 chars omitted)
child 0, cell: string
child 1, replicate: string
child 2, shard: string
child 3, genseed: int64
child 4, flags: string
child 5, case_select: string
child 6, elite: int64
child 7, label_trust: int64
child 8, trace_exec: int64
r5er_120b_elt7_r02_u00: struct<cell: string, replicate: string, shard: string, genseed: int64, flags: string, case_select: s (... 59 chars omitted)
child 0, cell: string
child 1, replicate: string
child 2, shard: string
child 3, genseed: int64
child 4, flags: string
...
g, shard: string, genseed: int64, flags: string, case_select: s (... 59 chars omitted)
child 0, cell: string
child 1, replicate: string
child 2, shard: string
child 3, genseed: int64
child 4, flags: string
child 5, case_select: string
child 6, elite: int64
child 7, label_trust: int64
child 8, trace_exec: int64
r5er_120b_elt7_r01_u01: struct<cell: string, replicate: string, shard: string, genseed: int64, flags: string, case_select: s (... 59 chars omitted)
child 0, cell: string
child 1, replicate: string
child 2, shard: string
child 3, genseed: int64
child 4, flags: string
child 5, case_select: string
child 6, elite: int64
child 7, label_trust: int64
child 8, trace_exec: int64
r5er_120b_mc7_r02_u00: struct<cell: string, replicate: string, shard: string, genseed: int64, flags: string, case_select: s (... 59 chars omitted)
child 0, cell: string
child 1, replicate: string
child 2, shard: string
child 3, genseed: int64
child 4, flags: string
child 5, case_select: string
child 6, elite: int64
child 7, label_trust: int64
child 8, trace_exec: int64
r5er_120b_ht7_r02_u01: struct<cell: string, replicate: string, shard: string, genseed: int64, flags: string, case_select: s (... 59 chars omitted)
child 0, cell: string
child 1, replicate: string
child 2, shard: string
child 3, genseed: int64
child 4, flags: string
child 5, case_select: string
child 6, elite: int64
child 7, label_trust: int64
child 8, trace_exec: int64
to
{'r5er_120b_elt7_r00_u00': {'cell': Value('string'), 'replicate': Value('string'), 'shard': Value('string'), 'genseed': Value('int64'), 'flags': Value('string'), 'case_select': Value('string'), 'elite': Value('int64'), 'label_trust': Value('int64'), 'trace_exec': Value('int64')}, 'r5er_120b_elt7_r00_u01': {'cell': Value('string'), 'replicate': Value('string'), 'shard': Value('string'), 'genseed': Value('int64'), 'flags': Value('string'), 'case_select': Value('string'), 'elite': Value('int64'), 'label_trust': Value('int64'), 'trace_exec': Value('int64')}, 'r5er_120b_elt7_r01_u00': {'cell': Value('string'), 'replicate': Value('string'), 'shard': Value('string'), 'genseed': Value('int64'), 'flags': Value('string'), 'case_select': Value('string'), 'elite': Value('int64'), 'label_trust': Value('int64'), 'trace_exec': Value('int64')}, 'r5er_120b_elt7_r01_u01': {'cell': Value('string'), 'replicate': Value('string'), 'shard': Value('string'), 'genseed': Value('int64'), 'flags': Value('string'), 'case_select': Value('string'), 'elite': Value('int64'), 'label_trust': Value('int64'), 'trace_exec': Value('int64')}, 'r5er_120b_elt7_r02_u00': {'cell': Value('string'), 'replicate': Value('string'), 'shard': Value('string'), 'genseed': Value('int64'), 'flags': Value('string'), 'case_select': Value('string'), 'elite': Value('int64'), 'label_trust': Value('int64'), 'trace_exec': Value('int64')}, 'r5er_120b_elt7_r02_u01': {'cell': Value('string'), 'replicate': Value('string'), 'shard': Value('s
...
: Value('string'), 'elite': Value('int64'), 'label_trust': Value('int64'), 'trace_exec': Value('int64')}, 'r5er_120b_mc7_r00_u01': {'cell': Value('string'), 'replicate': Value('string'), 'shard': Value('string'), 'genseed': Value('int64'), 'flags': Value('string'), 'case_select': Value('string'), 'elite': Value('int64'), 'label_trust': Value('int64'), 'trace_exec': Value('int64')}, 'r5er_120b_mc7_r01_u00': {'cell': Value('string'), 'replicate': Value('string'), 'shard': Value('string'), 'genseed': Value('int64'), 'flags': Value('string'), 'case_select': Value('string'), 'elite': Value('int64'), 'label_trust': Value('int64'), 'trace_exec': Value('int64')}, 'r5er_120b_mc7_r01_u01': {'cell': Value('string'), 'replicate': Value('string'), 'shard': Value('string'), 'genseed': Value('int64'), 'flags': Value('string'), 'case_select': Value('string'), 'elite': Value('int64'), 'label_trust': Value('int64'), 'trace_exec': Value('int64')}, 'r5er_120b_mc7_r02_u00': {'cell': Value('string'), 'replicate': Value('string'), 'shard': Value('string'), 'genseed': Value('int64'), 'flags': Value('string'), 'case_select': Value('string'), 'elite': Value('int64'), 'label_trust': Value('int64'), 'trace_exec': Value('int64')}, 'r5er_120b_mc7_r02_u01': {'cell': Value('string'), 'replicate': Value('string'), 'shard': Value('string'), 'genseed': Value('int64'), 'flags': Value('string'), 'case_select': Value('string'), 'elite': Value('int64'), 'label_trust': Value('int64'), 'trace_exec': Value('int64')}}
because column names don't match
Traceback: Traceback (most recent call last):
File "/src/services/worker/src/worker/utils.py", line 147, in get_rows_or_raise
return get_rows(
dataset=dataset,
...<4 lines>...
column_names=column_names,
)
File "/src/libs/libcommon/src/libcommon/utils.py", line 272, in decorator
return func(*args, **kwargs)
File "/src/services/worker/src/worker/utils.py", line 127, in get_rows
rows_plus_one = list(itertools.islice(safe_iter(ds, dataset=dataset), rows_max_number + 1))
File "/src/services/worker/src/worker/utils.py", line 483, in safe_iter
yield from ds.decode(False) if ds.features else ds
File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2840, in __iter__
for key, example in ex_iterable:
^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2373, in __iter__
for key, pa_table in self._iter_arrow():
~~~~~~~~~~~~~~~~^^
File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2398, in _iter_arrow
for key, pa_table in self.ex_iterable._iter_arrow():
~~~~~~~~~~~~~~~~~~~~~~~~~~~~^^
File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 536, in _iter_arrow
for key, pa_table in iterator:
^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 419, in _iter_arrow
for key, pa_table in self.generate_tables_fn(**gen_kwags):
~~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 343, in _generate_tables
self._cast_table(pa_table, json_field_paths=json_field_paths),
~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 132, in _cast_table
pa_table = table_cast(pa_table, self.info.features.arrow_schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2378, in table_cast
return cast_table_to_schema(table, schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2306, in cast_table_to_schema
raise CastError(
...<3 lines>...
)
datasets.table.CastError: Couldn't cast
id: string
bucket: string
L: int64
format: string
r5er_120b_elt7_r01_u00: struct<cell: string, replicate: string, shard: string, genseed: int64, flags: string, case_select: s (... 59 chars omitted)
child 0, cell: string
child 1, replicate: string
child 2, shard: string
child 3, genseed: int64
child 4, flags: string
child 5, case_select: string
child 6, elite: int64
child 7, label_trust: int64
child 8, trace_exec: int64
r5er_120b_elt7_r00_u01: struct<cell: string, replicate: string, shard: string, genseed: int64, flags: string, case_select: s (... 59 chars omitted)
child 0, cell: string
child 1, replicate: string
child 2, shard: string
child 3, genseed: int64
child 4, flags: string
child 5, case_select: string
child 6, elite: int64
child 7, label_trust: int64
child 8, trace_exec: int64
r5er_120b_mc7_r01_u00: struct<cell: string, replicate: string, shard: string, genseed: int64, flags: string, case_select: s (... 59 chars omitted)
child 0, cell: string
child 1, replicate: string
child 2, shard: string
child 3, genseed: int64
child 4, flags: string
child 5, case_select: string
child 6, elite: int64
child 7, label_trust: int64
child 8, trace_exec: int64
r5er_120b_elt7_r02_u00: struct<cell: string, replicate: string, shard: string, genseed: int64, flags: string, case_select: s (... 59 chars omitted)
child 0, cell: string
child 1, replicate: string
child 2, shard: string
child 3, genseed: int64
child 4, flags: string
...
g, shard: string, genseed: int64, flags: string, case_select: s (... 59 chars omitted)
child 0, cell: string
child 1, replicate: string
child 2, shard: string
child 3, genseed: int64
child 4, flags: string
child 5, case_select: string
child 6, elite: int64
child 7, label_trust: int64
child 8, trace_exec: int64
r5er_120b_elt7_r01_u01: struct<cell: string, replicate: string, shard: string, genseed: int64, flags: string, case_select: s (... 59 chars omitted)
child 0, cell: string
child 1, replicate: string
child 2, shard: string
child 3, genseed: int64
child 4, flags: string
child 5, case_select: string
child 6, elite: int64
child 7, label_trust: int64
child 8, trace_exec: int64
r5er_120b_mc7_r02_u00: struct<cell: string, replicate: string, shard: string, genseed: int64, flags: string, case_select: s (... 59 chars omitted)
child 0, cell: string
child 1, replicate: string
child 2, shard: string
child 3, genseed: int64
child 4, flags: string
child 5, case_select: string
child 6, elite: int64
child 7, label_trust: int64
child 8, trace_exec: int64
r5er_120b_ht7_r02_u01: struct<cell: string, replicate: string, shard: string, genseed: int64, flags: string, case_select: s (... 59 chars omitted)
child 0, cell: string
child 1, replicate: string
child 2, shard: string
child 3, genseed: int64
child 4, flags: string
child 5, case_select: string
child 6, elite: int64
child 7, label_trust: int64
child 8, trace_exec: int64
to
{'r5er_120b_elt7_r00_u00': {'cell': Value('string'), 'replicate': Value('string'), 'shard': Value('string'), 'genseed': Value('int64'), 'flags': Value('string'), 'case_select': Value('string'), 'elite': Value('int64'), 'label_trust': Value('int64'), 'trace_exec': Value('int64')}, 'r5er_120b_elt7_r00_u01': {'cell': Value('string'), 'replicate': Value('string'), 'shard': Value('string'), 'genseed': Value('int64'), 'flags': Value('string'), 'case_select': Value('string'), 'elite': Value('int64'), 'label_trust': Value('int64'), 'trace_exec': Value('int64')}, 'r5er_120b_elt7_r01_u00': {'cell': Value('string'), 'replicate': Value('string'), 'shard': Value('string'), 'genseed': Value('int64'), 'flags': Value('string'), 'case_select': Value('string'), 'elite': Value('int64'), 'label_trust': Value('int64'), 'trace_exec': Value('int64')}, 'r5er_120b_elt7_r01_u01': {'cell': Value('string'), 'replicate': Value('string'), 'shard': Value('string'), 'genseed': Value('int64'), 'flags': Value('string'), 'case_select': Value('string'), 'elite': Value('int64'), 'label_trust': Value('int64'), 'trace_exec': Value('int64')}, 'r5er_120b_elt7_r02_u00': {'cell': Value('string'), 'replicate': Value('string'), 'shard': Value('string'), 'genseed': Value('int64'), 'flags': Value('string'), 'case_select': Value('string'), 'elite': Value('int64'), 'label_trust': Value('int64'), 'trace_exec': Value('int64')}, 'r5er_120b_elt7_r02_u01': {'cell': Value('string'), 'replicate': Value('string'), 'shard': Value('s
...
: Value('string'), 'elite': Value('int64'), 'label_trust': Value('int64'), 'trace_exec': Value('int64')}, 'r5er_120b_mc7_r00_u01': {'cell': Value('string'), 'replicate': Value('string'), 'shard': Value('string'), 'genseed': Value('int64'), 'flags': Value('string'), 'case_select': Value('string'), 'elite': Value('int64'), 'label_trust': Value('int64'), 'trace_exec': Value('int64')}, 'r5er_120b_mc7_r01_u00': {'cell': Value('string'), 'replicate': Value('string'), 'shard': Value('string'), 'genseed': Value('int64'), 'flags': Value('string'), 'case_select': Value('string'), 'elite': Value('int64'), 'label_trust': Value('int64'), 'trace_exec': Value('int64')}, 'r5er_120b_mc7_r01_u01': {'cell': Value('string'), 'replicate': Value('string'), 'shard': Value('string'), 'genseed': Value('int64'), 'flags': Value('string'), 'case_select': Value('string'), 'elite': Value('int64'), 'label_trust': Value('int64'), 'trace_exec': Value('int64')}, 'r5er_120b_mc7_r02_u00': {'cell': Value('string'), 'replicate': Value('string'), 'shard': Value('string'), 'genseed': Value('int64'), 'flags': Value('string'), 'case_select': Value('string'), 'elite': Value('int64'), 'label_trust': Value('int64'), 'trace_exec': Value('int64')}, 'r5er_120b_mc7_r02_u01': {'cell': Value('string'), 'replicate': Value('string'), 'shard': Value('string'), 'genseed': Value('int64'), 'flags': Value('string'), 'case_select': Value('string'), 'elite': Value('int64'), 'label_trust': Value('int64'), 'trace_exec': Value('int64')}}
because column names don't matchNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
Round-5 ER-cut (2026-08-20): elitism / trust-render / minlen cells
Motivated by the 08-19 synthesis (SELFVERIFY_DESIGN_2026-08-18 §7-§9c): the
frontier factorizes into discovery x conversion x RETENTION, and retention is
the largest unaddressed leak — union-across-loops reach ≈ 2x the final
population in EVERY arm including the oracle control (61 vs 36), because
update: replace retains nothing between loops. The RT-cut targets conversion
(trace/restart); this cut ships the three cheapest evidence-backed mechanisms
that remained:
| cell | stage | mechanism |
|---|---|---|
elt7 |
retention | bank-best elitism: after each loop, selffb/elite_ctl.py scores the new population + the banked incumbent on THAT loop's self-suite (same SPJ harness as the renderer, full-suite execution) and, iff the incumbent strictly beats every child, injects it over the worst slot in the checkpoint. Audited (selffb/elite_audit.jsonl), idempotent under resume, checkpoint rewritten atomically and only on injection. Safe under fitness: diversity + update: replace (the only candidate_groups reader is the never-called logprob scorer; validate_er guards the config). |
ht7 |
label trust | label-provenance trust render (FixAudit-style label-as-hint; cc-02618 poison class): phase A --emit-kinds rides per-test provenance (sample/trig/wb/large/gen/probe) inside public_tests; the SPJ harness tags wrong_answer fails with label_kind; the renderer (env LCB_FB_LABEL_TRUST=1) headers each shown Expected output as OFFICIAL sample vs VERIFIER-GENERATED (may be wrong) and replaces the LCB_FB_FULLTESTS CHECK wording — which is FALSE for self arms (§8 defect #1) — with calibrated-trust wording. Only this cell drops FULLTESTS; elt7/mc7 keep it for strict sv7d pairing. |
mc7 |
conversion (representation) | minimal-counterexample case-select (PGS-style structural minimality; our killer-test basis: median 26 chars, 97% ≤256B): LCB_FB_CASE_SELECT=minlen — the harness walks the suite shortest-stdin-first, so with the early-stop the ≤3 shown failing cases are exactly the shortest failing inputs. Deterministic, seed-free, zero extra compute. |
No baseline units: the concurrent baseline is sv7d r00 (priority run) +
r01/r02 (RT-cut) — same 295-problem slice, budgets, pinned loop-0 (all units
derive from the same r5sv_120b_sv7_u0x sources; sha-verified in unit.json),
same shuffle presentation (mc7 swaps shuffle for minlen — that IS its delta).
18 units = (elt7/ht7/mc7) x (r00/r01/r02: GENSEED 52004/62011/72019) x
(u00/u01). Runner: run_shard_r5_er.sh (same UNIT+RUN_DIR contract; it
additionally reads ELITE / FB_LABEL_TRUST from unit.env and runs the
phase-C elitism hook for elt7). Minipatch = the RT-cut minipatch + ER patches;
everything opt-in, bit-identical off (byte-verified vs the RT copies for the
harness and renderer with envs unset). elt7 adds roughly one phase-A-sized CPU
pass per loop (full-suite scoring of 16+1 candidates).
rt_fix/run_shard_r5_rt.sh: the RT-cut (round5-rt-cells) shipped with its
sanity-1 gate still matching r5sv_120b_*, so every r5rt_120b_* unit exits 3
at startup. This is the fixed runner — use it in place of the one inside
round5-rt-cells (or sed -i 's/r5sv_120b_\*/r5rt_120b_*/' run_shard_r5_rt.sh).
CPU validation, run all three after cloning (no GPU needed):
validate_er.py (27 tests) + validate_rt.py (10) + validate_abcd.py (17)
— the latter two prove the ER minipatch regresses nothing RT/ABCD shipped.
verify_cut.py checks unit hashes and — new — that every runner's RUN_NAME
gate matches its unit prefix (the check that would have caught the RT bug).
Analysis contract: compare cells as 3-seed means, paired per (replicate,
problem) against the sv7d replicates; never rank single seeds. Primary
metrics: final-16 reach AND union-across-loops reach + retention (union −
final) — elt7's whole point is closing that gap, so grade BOTH. Return whole
RUN_DIRs incl. *.summary.jsonl, fb_audit.jsonl, selffb/ (now may carry
elite_bank.json + elite_audit.jsonl), metrics_loops.json.
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