Datasets:

yehoshua01
/

waxal-phase2-chain-inputs

Error code:   StreamingRowsError
Exception:    CastError
Message:      Couldn't cast
ID_AAPBIE: int64
ID_AATKGX: int64
ID_ACZEVJ: int64
ID_ADOMPT: int64
ID_ADUOVN: int64
ID_AFXWKR: int64
ID_AJLYXZ: int64
ID_AKEEIU: int64
ID_ALYEKY: int64
ID_AMCCBI: int64
ID_ATIDGP: int64
ID_AYAUMX: int64
ID_AYEGYT: int64
ID_AYSLAJ: int64
ID_BBUQAC: int64
ID_BCOIMC: int64
ID_BDLDQK: int64
ID_BEAXGU: int64
ID_BEBWRK: int64
ID_BMAMTU: int64
ID_BNBXHO: int64
ID_BPMRMX: int64
ID_BQTUGO: int64
ID_BRZJGE: int64
ID_BVLOQR: int64
ID_BVRWJF: int64
ID_BVVWIJ: int64
ID_BVYDAO: int64
ID_BYLITH: int64
ID_BZCOAH: int64
ID_BZZNTU: int64
ID_CBBJNH: int64
ID_CCJUEN: int64
ID_CDDYTT: int64
ID_CDKWBW: int64
ID_CDRINL: int64
ID_CFSWOV: int64
ID_CGBLNL: int64
ID_CHAYJC: int64
ID_CIXTAN: int64
ID_CJZHQR: int64
ID_CKQPRT: int64
ID_CLUUGI: int64
ID_CMWEOJ: int64
ID_CNAAPA: int64
ID_CNMTHU: int64
ID_COIPSP: int64
ID_COKZFV: int64
ID_COUUAA: int64
ID_CQDCXT: int64
ID_CSUPIY: int64
ID_CTDWOV: int64
ID_CUDWBK: int64
ID_CUNQQV: int64
ID_CUSTOO: int64
ID_CUXBJJ: int64
ID_CXBMDD: int64
ID_CXIQEJ: int64
ID_CYCTUN: int64
ID_DAOMCB: int64
ID_DCUADZ: int64
ID_DDGBXH: int64
ID_DECRKT: int64
ID_DFEGFZ: int64
ID_DFKJAI: int64
ID_DGRVJT: int64
ID_DHVQIV: int64
ID_DMJNOW: int64
ID_DPCENG: int64
ID_DQKDOH: int64
ID_DRGIQX: int64
ID_DTAXKI: int64
ID_DTWMNJ: int64
ID_DYHFNJ: int64
ID_EALPPR: int64
ID_EAXNCQ: int64
ID_ECTELE: int64
ID_EDVJNY: int64
ID_EJUKLB: int64
ID_ELYVBC: int64
ID_EOGJIP: int64
ID_EOQIYP: int64
ID_EPSMXE: int64
ID_EROPVG: int64
ID_ERPYFF: int64
ID_ESDDEB: int64
ID_ETBDET: int64
ID_ETCPAZ: int64
ID_E
...
nt64
ID_YTBYDD: int64
ID_WGTTAV: int64
ID_HZNFNO: int64
ID_HGSVJW: int64
ID_XZETLA: int64
ID_EYKBKF: int64
ID_MCNTAD: int64
ID_XIHAIR: int64
ID_YUFIOJ: int64
ID_ONBGPT: int64
ID_NBXFCB: int64
ID_WFSNBQ: int64
ID_IQDIMJ: int64
ID_AWJYKX: int64
ID_HVVTQF: int64
ID_OWIOED: int64
ID_BNWLVQ: int64
ID_ECYWVS: int64
ID_XTDFEU: int64
ID_EJXBUL: int64
ID_SXHEXC: int64
ID_AVMULW: int64
ID_NWLPMF: int64
ID_KQOZUQ: int64
ID_KAXPYS: int64
ID_HCWVMP: int64
ID_YCUAQR: int64
ID_SYGVYQ: int64
ID_FIVZJF: int64
ID_MUWHHA: int64
ID_DNJYJQ: int64
ID_MQDJDC: int64
ID_MRAIGA: int64
ID_OQJLPT: int64
ID_WSBTTM: int64
ID_TUTDTG: int64
ID_XGOOWY: int64
ID_IJZINK: int64
ID_HXTVSU: int64
ID_FBVFQS: int64
ID_JRCNKZ: int64
ID_FECWJL: int64
ID_KHNWAX: int64
ID_BSCHXE: int64
ID_GKEQRS: int64
ID_WHRRVY: int64
ID_WSMAWR: int64
ID_XKPYUW: int64
ID_ZXGTRS: int64
ID_PRBMHZ: int64
ID_UWBFTZ: int64
ID_PEKFBS: int64
ID_GGKGFR: int64
ID_LCIVIO: int64
ID_MGDHTX: int64
ID_YAZDEC: int64
ID_NXAUAF: int64
ID_ZDVLXF: int64
ID_TBHFHI: int64
ID_ZGAKHJ: int64
ID_DUCAYT: int64
ID_JCDLVE: int64
ID_LNPWHH: int64
ID_MVXHMA: int64
ID_XQUAPC: int64
ID_KVDOAK: int64
ID_XGTHZP: int64
ID_CAEBSB: int64
ID_OZLILC: int64
ID_AEYASK: int64
ID_KNYOLJ: int64
ID_WXYBXH: int64
ID_EGBJZM: int64
ID_IFDPXA: int64
ID_SJPJUN: int64
ID_ABPNFQ: int64
ID_NSLCMX: int64
ID_IABFQG: int64
ID_RHZZCB: int64
ID_YRDTWP: int64
ID_NSYLRD: int64
ID_UFMNXZ: int64
ID_HCAQMQ: int64
ID_INNLQH: int64
ID_WTRVXN: int64
ID_EORGOX: int64
ID_SFFHJS: int64
ID_HDHFPP: int64
to
{'ID_AAOODF': Value('int64'), 'ID_AAYKBF': Value('int64'), 'ID_ABPNFQ': Value('int64'), 'ID_ABXLTD': Value('int64'), 'ID_ACXWNX': Value('int64'), 'ID_AEYASK': Value('int64'), 'ID_AFAKEG': Value('int64'), 'ID_AGTPRM': Value('int64'), 'ID_AICQQG': Value('int64'), 'ID_AJXJQK': Value('int64'), 'ID_AKEKCT': Value('int64'), 'ID_ANCBYL': Value('int64'), 'ID_ANEMZF': Value('int64'), 'ID_ANHQMY': Value('int64'), 'ID_ANZHBV': Value('int64'), 'ID_AOHRVC': Value('int64'), 'ID_AORESO': Value('int64'), 'ID_ARBIRT': Value('int64'), 'ID_ARHAXW': Value('int64'), 'ID_ARVDNP': Value('int64'), 'ID_ASBDUP': Value('int64'), 'ID_ASIPKU': Value('int64'), 'ID_ATIYKD': Value('int64'), 'ID_ATTFDF': Value('int64'), 'ID_AVMULW': Value('int64'), 'ID_AWJYKX': Value('int64'), 'ID_AYRYPF': Value('int64'), 'ID_BBQWLS': Value('int64'), 'ID_BHMOUC': Value('int64'), 'ID_BMRJMV': Value('int64'), 'ID_BNABME': Value('int64'), 'ID_BNWLVQ': Value('int64'), 'ID_BNYYWA': Value('int64'), 'ID_BODVLJ': Value('int64'), 'ID_BOVFVV': Value('int64'), 'ID_BRLAKJ': Value('int64'), 'ID_BRRHVM': Value('int64'), 'ID_BSBTOV': Value('int64'), 'ID_BSCHXE': Value('int64'), 'ID_BUPBKJ': Value('int64'), 'ID_BWBLLL': Value('int64'), 'ID_CAEBSB': Value('int64'), 'ID_CBWTCL': Value('int64'), 'ID_CCEJUY': Value('int64'), 'ID_CCMSCC': Value('int64'), 'ID_CEHWTB': Value('int64'), 'ID_CHDRNT': Value('int64'), 'ID_CJZEYO': Value('int64'), 'ID_CLCVQW': Value('int64'), 'ID_CNEWVO': Value('int64'), 'ID_CNHGQK': Value('int64'), 'ID_CUHHNH': Value('
...
BQT': Value('int64'), 'ID_XJNTHO': Value('int64'), 'ID_XKFXQJ': Value('int64'), 'ID_XKPYUW': Value('int64'), 'ID_XLNHAF': Value('int64'), 'ID_XOSHIU': Value('int64'), 'ID_XPFQKJ': Value('int64'), 'ID_XQRCWT': Value('int64'), 'ID_XQUAPC': Value('int64'), 'ID_XTDFEU': Value('int64'), 'ID_XTVWHW': Value('int64'), 'ID_XVWCUU': Value('int64'), 'ID_XXFOBP': Value('int64'), 'ID_XXGTFT': Value('int64'), 'ID_XXNSTV': Value('int64'), 'ID_XYNEAZ': Value('int64'), 'ID_XZETLA': Value('int64'), 'ID_YAZDEC': Value('int64'), 'ID_YCUAQR': Value('int64'), 'ID_YEIYDD': Value('int64'), 'ID_YGQLTC': Value('int64'), 'ID_YHBQZY': Value('int64'), 'ID_YHQRIM': Value('int64'), 'ID_YLLSZV': Value('int64'), 'ID_YNKOQY': Value('int64'), 'ID_YQXMBU': Value('int64'), 'ID_YRDTWP': Value('int64'), 'ID_YRXNJR': Value('int64'), 'ID_YSXMAC': Value('int64'), 'ID_YSXZVS': Value('int64'), 'ID_YTBYDD': Value('int64'), 'ID_YUBNIJ': Value('int64'), 'ID_YUELGH': Value('int64'), 'ID_YUFIOJ': Value('int64'), 'ID_YXYKJA': Value('int64'), 'ID_ZCEOXY': Value('int64'), 'ID_ZCKRYZ': Value('int64'), 'ID_ZDNNEM': Value('int64'), 'ID_ZDVLXF': Value('int64'), 'ID_ZFITUP': Value('int64'), 'ID_ZFMADM': Value('int64'), 'ID_ZGAKHJ': Value('int64'), 'ID_ZHXHFH': Value('int64'), 'ID_ZNLWNB': Value('int64'), 'ID_ZOCOTL': Value('int64'), 'ID_ZOIAKV': Value('int64'), 'ID_ZPQRJW': Value('int64'), 'ID_ZSWMQN': Value('int64'), 'ID_ZUWDYE': Value('int64'), 'ID_ZWVNEU': Value('int64'), 'ID_ZXGTRS': Value('int64'), 'ID_ZZXYLS': Value('int64')}
because column names don't match
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/src/worker/utils.py", line 149, 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 129, 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 489, 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 2818, in __iter__
                  for key, example in ex_iterable:
                                      ^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2355, in __iter__
                  for key, pa_table in self._iter_arrow():
                                       ~~~~~~~~~~~~~~~~^^
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2380, 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 2369, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2297, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              ID_AAPBIE: int64
              ID_AATKGX: int64
              ID_ACZEVJ: int64
              ID_ADOMPT: int64
              ID_ADUOVN: int64
              ID_AFXWKR: int64
              ID_AJLYXZ: int64
              ID_AKEEIU: int64
              ID_ALYEKY: int64
              ID_AMCCBI: int64
              ID_ATIDGP: int64
              ID_AYAUMX: int64
              ID_AYEGYT: int64
              ID_AYSLAJ: int64
              ID_BBUQAC: int64
              ID_BCOIMC: int64
              ID_BDLDQK: int64
              ID_BEAXGU: int64
              ID_BEBWRK: int64
              ID_BMAMTU: int64
              ID_BNBXHO: int64
              ID_BPMRMX: int64
              ID_BQTUGO: int64
              ID_BRZJGE: int64
              ID_BVLOQR: int64
              ID_BVRWJF: int64
              ID_BVVWIJ: int64
              ID_BVYDAO: int64
              ID_BYLITH: int64
              ID_BZCOAH: int64
              ID_BZZNTU: int64
              ID_CBBJNH: int64
              ID_CCJUEN: int64
              ID_CDDYTT: int64
              ID_CDKWBW: int64
              ID_CDRINL: int64
              ID_CFSWOV: int64
              ID_CGBLNL: int64
              ID_CHAYJC: int64
              ID_CIXTAN: int64
              ID_CJZHQR: int64
              ID_CKQPRT: int64
              ID_CLUUGI: int64
              ID_CMWEOJ: int64
              ID_CNAAPA: int64
              ID_CNMTHU: int64
              ID_COIPSP: int64
              ID_COKZFV: int64
              ID_COUUAA: int64
              ID_CQDCXT: int64
              ID_CSUPIY: int64
              ID_CTDWOV: int64
              ID_CUDWBK: int64
              ID_CUNQQV: int64
              ID_CUSTOO: int64
              ID_CUXBJJ: int64
              ID_CXBMDD: int64
              ID_CXIQEJ: int64
              ID_CYCTUN: int64
              ID_DAOMCB: int64
              ID_DCUADZ: int64
              ID_DDGBXH: int64
              ID_DECRKT: int64
              ID_DFEGFZ: int64
              ID_DFKJAI: int64
              ID_DGRVJT: int64
              ID_DHVQIV: int64
              ID_DMJNOW: int64
              ID_DPCENG: int64
              ID_DQKDOH: int64
              ID_DRGIQX: int64
              ID_DTAXKI: int64
              ID_DTWMNJ: int64
              ID_DYHFNJ: int64
              ID_EALPPR: int64
              ID_EAXNCQ: int64
              ID_ECTELE: int64
              ID_EDVJNY: int64
              ID_EJUKLB: int64
              ID_ELYVBC: int64
              ID_EOGJIP: int64
              ID_EOQIYP: int64
              ID_EPSMXE: int64
              ID_EROPVG: int64
              ID_ERPYFF: int64
              ID_ESDDEB: int64
              ID_ETBDET: int64
              ID_ETCPAZ: int64
              ID_E
              ...
              nt64
              ID_YTBYDD: int64
              ID_WGTTAV: int64
              ID_HZNFNO: int64
              ID_HGSVJW: int64
              ID_XZETLA: int64
              ID_EYKBKF: int64
              ID_MCNTAD: int64
              ID_XIHAIR: int64
              ID_YUFIOJ: int64
              ID_ONBGPT: int64
              ID_NBXFCB: int64
              ID_WFSNBQ: int64
              ID_IQDIMJ: int64
              ID_AWJYKX: int64
              ID_HVVTQF: int64
              ID_OWIOED: int64
              ID_BNWLVQ: int64
              ID_ECYWVS: int64
              ID_XTDFEU: int64
              ID_EJXBUL: int64
              ID_SXHEXC: int64
              ID_AVMULW: int64
              ID_NWLPMF: int64
              ID_KQOZUQ: int64
              ID_KAXPYS: int64
              ID_HCWVMP: int64
              ID_YCUAQR: int64
              ID_SYGVYQ: int64
              ID_FIVZJF: int64
              ID_MUWHHA: int64
              ID_DNJYJQ: int64
              ID_MQDJDC: int64
              ID_MRAIGA: int64
              ID_OQJLPT: int64
              ID_WSBTTM: int64
              ID_TUTDTG: int64
              ID_XGOOWY: int64
              ID_IJZINK: int64
              ID_HXTVSU: int64
              ID_FBVFQS: int64
              ID_JRCNKZ: int64
              ID_FECWJL: int64
              ID_KHNWAX: int64
              ID_BSCHXE: int64
              ID_GKEQRS: int64
              ID_WHRRVY: int64
              ID_WSMAWR: int64
              ID_XKPYUW: int64
              ID_ZXGTRS: int64
              ID_PRBMHZ: int64
              ID_UWBFTZ: int64
              ID_PEKFBS: int64
              ID_GGKGFR: int64
              ID_LCIVIO: int64
              ID_MGDHTX: int64
              ID_YAZDEC: int64
              ID_NXAUAF: int64
              ID_ZDVLXF: int64
              ID_TBHFHI: int64
              ID_ZGAKHJ: int64
              ID_DUCAYT: int64
              ID_JCDLVE: int64
              ID_LNPWHH: int64
              ID_MVXHMA: int64
              ID_XQUAPC: int64
              ID_KVDOAK: int64
              ID_XGTHZP: int64
              ID_CAEBSB: int64
              ID_OZLILC: int64
              ID_AEYASK: int64
              ID_KNYOLJ: int64
              ID_WXYBXH: int64
              ID_EGBJZM: int64
              ID_IFDPXA: int64
              ID_SJPJUN: int64
              ID_ABPNFQ: int64
              ID_NSLCMX: int64
              ID_IABFQG: int64
              ID_RHZZCB: int64
              ID_YRDTWP: int64
              ID_NSYLRD: int64
              ID_UFMNXZ: int64
              ID_HCAQMQ: int64
              ID_INNLQH: int64
              ID_WTRVXN: int64
              ID_EORGOX: int64
              ID_SFFHJS: int64
              ID_HDHFPP: int64
              to
              {'ID_AAOODF': Value('int64'), 'ID_AAYKBF': Value('int64'), 'ID_ABPNFQ': Value('int64'), 'ID_ABXLTD': Value('int64'), 'ID_ACXWNX': Value('int64'), 'ID_AEYASK': Value('int64'), 'ID_AFAKEG': Value('int64'), 'ID_AGTPRM': Value('int64'), 'ID_AICQQG': Value('int64'), 'ID_AJXJQK': Value('int64'), 'ID_AKEKCT': Value('int64'), 'ID_ANCBYL': Value('int64'), 'ID_ANEMZF': Value('int64'), 'ID_ANHQMY': Value('int64'), 'ID_ANZHBV': Value('int64'), 'ID_AOHRVC': Value('int64'), 'ID_AORESO': Value('int64'), 'ID_ARBIRT': Value('int64'), 'ID_ARHAXW': Value('int64'), 'ID_ARVDNP': Value('int64'), 'ID_ASBDUP': Value('int64'), 'ID_ASIPKU': Value('int64'), 'ID_ATIYKD': Value('int64'), 'ID_ATTFDF': Value('int64'), 'ID_AVMULW': Value('int64'), 'ID_AWJYKX': Value('int64'), 'ID_AYRYPF': Value('int64'), 'ID_BBQWLS': Value('int64'), 'ID_BHMOUC': Value('int64'), 'ID_BMRJMV': Value('int64'), 'ID_BNABME': Value('int64'), 'ID_BNWLVQ': Value('int64'), 'ID_BNYYWA': Value('int64'), 'ID_BODVLJ': Value('int64'), 'ID_BOVFVV': Value('int64'), 'ID_BRLAKJ': Value('int64'), 'ID_BRRHVM': Value('int64'), 'ID_BSBTOV': Value('int64'), 'ID_BSCHXE': Value('int64'), 'ID_BUPBKJ': Value('int64'), 'ID_BWBLLL': Value('int64'), 'ID_CAEBSB': Value('int64'), 'ID_CBWTCL': Value('int64'), 'ID_CCEJUY': Value('int64'), 'ID_CCMSCC': Value('int64'), 'ID_CEHWTB': Value('int64'), 'ID_CHDRNT': Value('int64'), 'ID_CJZEYO': Value('int64'), 'ID_CLCVQW': Value('int64'), 'ID_CNEWVO': Value('int64'), 'ID_CNHGQK': Value('int64'), 'ID_CUHHNH': Value('
              ...
              BQT': Value('int64'), 'ID_XJNTHO': Value('int64'), 'ID_XKFXQJ': Value('int64'), 'ID_XKPYUW': Value('int64'), 'ID_XLNHAF': Value('int64'), 'ID_XOSHIU': Value('int64'), 'ID_XPFQKJ': Value('int64'), 'ID_XQRCWT': Value('int64'), 'ID_XQUAPC': Value('int64'), 'ID_XTDFEU': Value('int64'), 'ID_XTVWHW': Value('int64'), 'ID_XVWCUU': Value('int64'), 'ID_XXFOBP': Value('int64'), 'ID_XXGTFT': Value('int64'), 'ID_XXNSTV': Value('int64'), 'ID_XYNEAZ': Value('int64'), 'ID_XZETLA': Value('int64'), 'ID_YAZDEC': Value('int64'), 'ID_YCUAQR': Value('int64'), 'ID_YEIYDD': Value('int64'), 'ID_YGQLTC': Value('int64'), 'ID_YHBQZY': Value('int64'), 'ID_YHQRIM': Value('int64'), 'ID_YLLSZV': Value('int64'), 'ID_YNKOQY': Value('int64'), 'ID_YQXMBU': Value('int64'), 'ID_YRDTWP': Value('int64'), 'ID_YRXNJR': Value('int64'), 'ID_YSXMAC': Value('int64'), 'ID_YSXZVS': Value('int64'), 'ID_YTBYDD': Value('int64'), 'ID_YUBNIJ': Value('int64'), 'ID_YUELGH': Value('int64'), 'ID_YUFIOJ': Value('int64'), 'ID_YXYKJA': Value('int64'), 'ID_ZCEOXY': Value('int64'), 'ID_ZCKRYZ': Value('int64'), 'ID_ZDNNEM': Value('int64'), 'ID_ZDVLXF': Value('int64'), 'ID_ZFITUP': Value('int64'), 'ID_ZFMADM': Value('int64'), 'ID_ZGAKHJ': Value('int64'), 'ID_ZHXHFH': Value('int64'), 'ID_ZNLWNB': Value('int64'), 'ID_ZOCOTL': Value('int64'), 'ID_ZOIAKV': Value('int64'), 'ID_ZPQRJW': Value('int64'), 'ID_ZSWMQN': Value('int64'), 'ID_ZUWDYE': Value('int64'), 'ID_ZWVNEU': Value('int64'), 'ID_ZXGTRS': Value('int64'), 'ID_ZZXYLS': Value('int64')}
              because column names don't match

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WAXAL phase 2 — the complete input closure of the 4th-place chain

Every file the eight arbitration stages of the shipped submission actually read, and nothing else. The list was measured at runtime — open and pandas.read_csv are patched and each stage executed — rather than derived by reading source, because a regex over source over-reports: docstrings name candidates that were tried and dropped.

49 files. With this dataset and the code in yehoshua0/waxal-asr-phase2, submissions/20260809_p2new_qlvoter_t20.csv regenerates byte for byte (md5 717989518a64505896bfe283c07499b4), with no GPU and no network.

Code and one-command verification: yehoshua0/waxal-asr-phase2

What is in here


`data/`	training transcripts (for the run-time 5-gram LM), the audio-only language routing, test ids
`experiments/**`	the cached decodes of ~15 acoustic systems — the witness pool the arbitration weighs
`submissions/`	the chain itself, stage by stage, plus every CSV read as a voter or control

How it is used

The end-to-end runner downloads this dataset, then replaces one input at a time with a fresh decode computed from the test audio, reporting per-clip agreement as it goes. That is what makes the boundary between "computed on this run" and "taken on trust" visible rather than asserted.

Checkpoints

All the acoustic models are published separately under yehoshua01. The two primaries are yehoshua01/waxal-mms-1b-lin-pl2-spk (Lingala) and yehoshua01/waxal-sunbird51-sna-pl2-spk (Shona).

Licence

cc-by-nc-4.0, inherited from facebook/mms-1b-all; the transcripts derive from google/WaxalNLP (CC-BY-SA-4.0, share-alike).

Downloads last month: 57

Total file size:

15.9 MB