| --- |
| configs: |
| - config_name: corpus |
| data_files: |
| - split: NanoARCChallenge |
| path: corpus/NanoARCChallenge-00000-of-00001.parquet |
| - split: NanoAlphaNLI |
| path: corpus/NanoAlphaNLI-00000-of-00001.parquet |
| - split: NanoHellaSwag |
| path: corpus/NanoHellaSwag-00000-of-00001.parquet |
| - split: NanoPIQA |
| path: corpus/NanoPIQA-00000-of-00001.parquet |
| - split: NanoQuail |
| path: corpus/NanoQuail-00000-of-00001.parquet |
| - split: NanoRARbCode |
| path: corpus/NanoRARbCode-00000-of-00001.parquet |
| - split: NanoRARbMath |
| path: corpus/NanoRARbMath-00000-of-00001.parquet |
| - split: NanoSIQA |
| path: corpus/NanoSIQA-00000-of-00001.parquet |
| - split: NanoSpartQA |
| path: corpus/NanoSpartQA-00000-of-00001.parquet |
| - split: NanoTempReasonL1 |
| path: corpus/NanoTempReasonL1-00000-of-00001.parquet |
| - split: NanoTempReasonL2Context |
| path: corpus/NanoTempReasonL2Context-00000-of-00001.parquet |
| - split: NanoTempReasonL2Fact |
| path: corpus/NanoTempReasonL2Fact-00000-of-00001.parquet |
| - split: NanoTempReasonL2Pure |
| path: corpus/NanoTempReasonL2Pure-00000-of-00001.parquet |
| - split: NanoTempReasonL3Context |
| path: corpus/NanoTempReasonL3Context-00000-of-00001.parquet |
| - split: NanoTempReasonL3Fact |
| path: corpus/NanoTempReasonL3Fact-00000-of-00001.parquet |
| - split: NanoTempReasonL3Pure |
| path: corpus/NanoTempReasonL3Pure-00000-of-00001.parquet |
| - split: NanoWinoGrande |
| path: corpus/NanoWinoGrande-00000-of-00001.parquet |
| - config_name: queries |
| data_files: |
| - split: NanoARCChallenge |
| path: queries/NanoARCChallenge-00000-of-00001.parquet |
| - split: NanoAlphaNLI |
| path: queries/NanoAlphaNLI-00000-of-00001.parquet |
| - split: NanoHellaSwag |
| path: queries/NanoHellaSwag-00000-of-00001.parquet |
| - split: NanoPIQA |
| path: queries/NanoPIQA-00000-of-00001.parquet |
| - split: NanoQuail |
| path: queries/NanoQuail-00000-of-00001.parquet |
| - split: NanoRARbCode |
| path: queries/NanoRARbCode-00000-of-00001.parquet |
| - split: NanoRARbMath |
| path: queries/NanoRARbMath-00000-of-00001.parquet |
| - split: NanoSIQA |
| path: queries/NanoSIQA-00000-of-00001.parquet |
| - split: NanoSpartQA |
| path: queries/NanoSpartQA-00000-of-00001.parquet |
| - split: NanoTempReasonL1 |
| path: queries/NanoTempReasonL1-00000-of-00001.parquet |
| - split: NanoTempReasonL2Context |
| path: queries/NanoTempReasonL2Context-00000-of-00001.parquet |
| - split: NanoTempReasonL2Fact |
| path: queries/NanoTempReasonL2Fact-00000-of-00001.parquet |
| - split: NanoTempReasonL2Pure |
| path: queries/NanoTempReasonL2Pure-00000-of-00001.parquet |
| - split: NanoTempReasonL3Context |
| path: queries/NanoTempReasonL3Context-00000-of-00001.parquet |
| - split: NanoTempReasonL3Fact |
| path: queries/NanoTempReasonL3Fact-00000-of-00001.parquet |
| - split: NanoTempReasonL3Pure |
| path: queries/NanoTempReasonL3Pure-00000-of-00001.parquet |
| - split: NanoWinoGrande |
| path: queries/NanoWinoGrande-00000-of-00001.parquet |
| default: true |
| - config_name: qrels |
| data_files: |
| - split: NanoARCChallenge |
| path: qrels/NanoARCChallenge-00000-of-00001.parquet |
| - split: NanoAlphaNLI |
| path: qrels/NanoAlphaNLI-00000-of-00001.parquet |
| - split: NanoHellaSwag |
| path: qrels/NanoHellaSwag-00000-of-00001.parquet |
| - split: NanoPIQA |
| path: qrels/NanoPIQA-00000-of-00001.parquet |
| - split: NanoQuail |
| path: qrels/NanoQuail-00000-of-00001.parquet |
| - split: NanoRARbCode |
| path: qrels/NanoRARbCode-00000-of-00001.parquet |
| - split: NanoRARbMath |
| path: qrels/NanoRARbMath-00000-of-00001.parquet |
| - split: NanoSIQA |
| path: qrels/NanoSIQA-00000-of-00001.parquet |
| - split: NanoSpartQA |
| path: qrels/NanoSpartQA-00000-of-00001.parquet |
| - split: NanoTempReasonL1 |
| path: qrels/NanoTempReasonL1-00000-of-00001.parquet |
| - split: NanoTempReasonL2Context |
| path: qrels/NanoTempReasonL2Context-00000-of-00001.parquet |
| - split: NanoTempReasonL2Fact |
| path: qrels/NanoTempReasonL2Fact-00000-of-00001.parquet |
| - split: NanoTempReasonL2Pure |
| path: qrels/NanoTempReasonL2Pure-00000-of-00001.parquet |
| - split: NanoTempReasonL3Context |
| path: qrels/NanoTempReasonL3Context-00000-of-00001.parquet |
| - split: NanoTempReasonL3Fact |
| path: qrels/NanoTempReasonL3Fact-00000-of-00001.parquet |
| - split: NanoTempReasonL3Pure |
| path: qrels/NanoTempReasonL3Pure-00000-of-00001.parquet |
| - split: NanoWinoGrande |
| path: qrels/NanoWinoGrande-00000-of-00001.parquet |
| - config_name: bm25 |
| data_files: |
| - split: NanoARCChallenge |
| path: bm25/NanoARCChallenge-00000-of-00001.parquet |
| - split: NanoAlphaNLI |
| path: bm25/NanoAlphaNLI-00000-of-00001.parquet |
| - split: NanoHellaSwag |
| path: bm25/NanoHellaSwag-00000-of-00001.parquet |
| - split: NanoPIQA |
| path: bm25/NanoPIQA-00000-of-00001.parquet |
| - split: NanoQuail |
| path: bm25/NanoQuail-00000-of-00001.parquet |
| - split: NanoRARbCode |
| path: bm25/NanoRARbCode-00000-of-00001.parquet |
| - split: NanoRARbMath |
| path: bm25/NanoRARbMath-00000-of-00001.parquet |
| - split: NanoSIQA |
| path: bm25/NanoSIQA-00000-of-00001.parquet |
| - split: NanoSpartQA |
| path: bm25/NanoSpartQA-00000-of-00001.parquet |
| - split: NanoTempReasonL1 |
| path: bm25/NanoTempReasonL1-00000-of-00001.parquet |
| - split: NanoTempReasonL2Context |
| path: bm25/NanoTempReasonL2Context-00000-of-00001.parquet |
| - split: NanoTempReasonL2Fact |
| path: bm25/NanoTempReasonL2Fact-00000-of-00001.parquet |
| - split: NanoTempReasonL2Pure |
| path: bm25/NanoTempReasonL2Pure-00000-of-00001.parquet |
| - split: NanoTempReasonL3Context |
| path: bm25/NanoTempReasonL3Context-00000-of-00001.parquet |
| - split: NanoTempReasonL3Fact |
| path: bm25/NanoTempReasonL3Fact-00000-of-00001.parquet |
| - split: NanoTempReasonL3Pure |
| path: bm25/NanoTempReasonL3Pure-00000-of-00001.parquet |
| - split: NanoWinoGrande |
| path: bm25/NanoWinoGrande-00000-of-00001.parquet |
| - config_name: harrier_oss_v1_270m |
| data_files: |
| - split: NanoARCChallenge |
| path: harrier_oss_v1_270m/NanoARCChallenge-00000-of-00001.parquet |
| - split: NanoAlphaNLI |
| path: harrier_oss_v1_270m/NanoAlphaNLI-00000-of-00001.parquet |
| - split: NanoHellaSwag |
| path: harrier_oss_v1_270m/NanoHellaSwag-00000-of-00001.parquet |
| - split: NanoPIQA |
| path: harrier_oss_v1_270m/NanoPIQA-00000-of-00001.parquet |
| - split: NanoQuail |
| path: harrier_oss_v1_270m/NanoQuail-00000-of-00001.parquet |
| - split: NanoRARbCode |
| path: harrier_oss_v1_270m/NanoRARbCode-00000-of-00001.parquet |
| - split: NanoRARbMath |
| path: harrier_oss_v1_270m/NanoRARbMath-00000-of-00001.parquet |
| - split: NanoSIQA |
| path: harrier_oss_v1_270m/NanoSIQA-00000-of-00001.parquet |
| - split: NanoSpartQA |
| path: harrier_oss_v1_270m/NanoSpartQA-00000-of-00001.parquet |
| - split: NanoTempReasonL1 |
| path: harrier_oss_v1_270m/NanoTempReasonL1-00000-of-00001.parquet |
| - split: NanoTempReasonL2Context |
| path: harrier_oss_v1_270m/NanoTempReasonL2Context-00000-of-00001.parquet |
| - split: NanoTempReasonL2Fact |
| path: harrier_oss_v1_270m/NanoTempReasonL2Fact-00000-of-00001.parquet |
| - split: NanoTempReasonL2Pure |
| path: harrier_oss_v1_270m/NanoTempReasonL2Pure-00000-of-00001.parquet |
| - split: NanoTempReasonL3Context |
| path: harrier_oss_v1_270m/NanoTempReasonL3Context-00000-of-00001.parquet |
| - split: NanoTempReasonL3Fact |
| path: harrier_oss_v1_270m/NanoTempReasonL3Fact-00000-of-00001.parquet |
| - split: NanoTempReasonL3Pure |
| path: harrier_oss_v1_270m/NanoTempReasonL3Pure-00000-of-00001.parquet |
| - split: NanoWinoGrande |
| path: harrier_oss_v1_270m/NanoWinoGrande-00000-of-00001.parquet |
| - config_name: reranking_hybrid |
| data_files: |
| - split: NanoARCChallenge |
| path: reranking_hybrid/NanoARCChallenge-00000-of-00001.parquet |
| - split: NanoAlphaNLI |
| path: reranking_hybrid/NanoAlphaNLI-00000-of-00001.parquet |
| - split: NanoHellaSwag |
| path: reranking_hybrid/NanoHellaSwag-00000-of-00001.parquet |
| - split: NanoPIQA |
| path: reranking_hybrid/NanoPIQA-00000-of-00001.parquet |
| - split: NanoQuail |
| path: reranking_hybrid/NanoQuail-00000-of-00001.parquet |
| - split: NanoRARbCode |
| path: reranking_hybrid/NanoRARbCode-00000-of-00001.parquet |
| - split: NanoRARbMath |
| path: reranking_hybrid/NanoRARbMath-00000-of-00001.parquet |
| - split: NanoSIQA |
| path: reranking_hybrid/NanoSIQA-00000-of-00001.parquet |
| - split: NanoSpartQA |
| path: reranking_hybrid/NanoSpartQA-00000-of-00001.parquet |
| - split: NanoTempReasonL1 |
| path: reranking_hybrid/NanoTempReasonL1-00000-of-00001.parquet |
| - split: NanoTempReasonL2Context |
| path: reranking_hybrid/NanoTempReasonL2Context-00000-of-00001.parquet |
| - split: NanoTempReasonL2Fact |
| path: reranking_hybrid/NanoTempReasonL2Fact-00000-of-00001.parquet |
| - split: NanoTempReasonL2Pure |
| path: reranking_hybrid/NanoTempReasonL2Pure-00000-of-00001.parquet |
| - split: NanoTempReasonL3Context |
| path: reranking_hybrid/NanoTempReasonL3Context-00000-of-00001.parquet |
| - split: NanoTempReasonL3Fact |
| path: reranking_hybrid/NanoTempReasonL3Fact-00000-of-00001.parquet |
| - split: NanoTempReasonL3Pure |
| path: reranking_hybrid/NanoTempReasonL3Pure-00000-of-00001.parquet |
| - split: NanoWinoGrande |
| path: reranking_hybrid/NanoWinoGrande-00000-of-00001.parquet |
| language: |
| - en |
| tags: |
| - information-retrieval |
| - retrieval |
| - nano |
| - bm25 |
| - dense-retrieval |
| - reranking |
| - hakari-bench |
| dataset_info: |
| - config_name: bm25 |
| features: |
| - name: query-id |
| dtype: string |
| - name: corpus-ids |
| list: string |
| splits: |
| - name: NanoARCChallenge |
| num_bytes: 2397141 |
| num_examples: 200 |
| - name: NanoAlphaNLI |
| num_bytes: 1592820 |
| num_examples: 200 |
| - name: NanoHellaSwag |
| num_bytes: 1992265 |
| num_examples: 200 |
| - name: NanoPIQA |
| num_bytes: 1495378 |
| num_examples: 200 |
| - name: NanoQuail |
| num_bytes: 1585660 |
| num_examples: 200 |
| - name: NanoRARbCode |
| num_bytes: 1655666 |
| num_examples: 200 |
| - name: NanoRARbMath |
| num_bytes: 1566078 |
| num_examples: 200 |
| - name: NanoSIQA |
| num_bytes: 1493669 |
| num_examples: 200 |
| - name: NanoSpartQA |
| num_bytes: 1720733 |
| num_examples: 200 |
| - name: NanoTempReasonL1 |
| num_bytes: 1394908 |
| num_examples: 200 |
| - name: NanoTempReasonL2Context |
| num_bytes: 1388048 |
| num_examples: 200 |
| - name: NanoTempReasonL2Fact |
| num_bytes: 1386249 |
| num_examples: 200 |
| - name: NanoTempReasonL2Pure |
| num_bytes: 1400672 |
| num_examples: 200 |
| - name: NanoTempReasonL3Context |
| num_bytes: 1388349 |
| num_examples: 200 |
| - name: NanoTempReasonL3Fact |
| num_bytes: 1386720 |
| num_examples: 200 |
| - name: NanoTempReasonL3Pure |
| num_bytes: 1396035 |
| num_examples: 200 |
| - name: NanoWinoGrande |
| num_bytes: 1502057 |
| num_examples: 200 |
| download_size: 26744275 |
| dataset_size: 26742448 |
| - config_name: corpus |
| features: |
| - name: _id |
| dtype: string |
| - name: text |
| dtype: string |
| splits: |
| - name: NanoARCChallenge |
| num_bytes: 550089 |
| num_examples: 9350 |
| - name: NanoAlphaNLI |
| num_bytes: 637339 |
| num_examples: 10000 |
| - name: NanoHellaSwag |
| num_bytes: 860409 |
| num_examples: 10000 |
| - name: NanoPIQA |
| num_bytes: 1169438 |
| num_examples: 10000 |
| - name: NanoQuail |
| num_bytes: 449092 |
| num_examples: 10000 |
| - name: NanoRARbCode |
| num_bytes: 2756968 |
| num_examples: 10000 |
| - name: NanoRARbMath |
| num_bytes: 5023939 |
| num_examples: 10000 |
| - name: NanoSIQA |
| num_bytes: 403986 |
| num_examples: 10000 |
| - name: NanoSpartQA |
| num_bytes: 113191 |
| num_examples: 1592 |
| - name: NanoTempReasonL1 |
| num_bytes: 268865 |
| num_examples: 10000 |
| - name: NanoTempReasonL2Context |
| num_bytes: 380065 |
| num_examples: 10000 |
| - name: NanoTempReasonL2Fact |
| num_bytes: 380065 |
| num_examples: 10000 |
| - name: NanoTempReasonL2Pure |
| num_bytes: 380065 |
| num_examples: 10000 |
| - name: NanoTempReasonL3Context |
| num_bytes: 379782 |
| num_examples: 10000 |
| - name: NanoTempReasonL3Fact |
| num_bytes: 379782 |
| num_examples: 10000 |
| - name: NanoTempReasonL3Pure |
| num_bytes: 379782 |
| num_examples: 10000 |
| - name: NanoWinoGrande |
| num_bytes: 134837 |
| num_examples: 5095 |
| download_size: 7668654 |
| dataset_size: 14647694 |
| - config_name: harrier_oss_v1_270m |
| features: |
| - name: query-id |
| dtype: string |
| - name: corpus-ids |
| list: string |
| splits: |
| - name: NanoARCChallenge |
| num_bytes: 2393245 |
| num_examples: 200 |
| - name: NanoAlphaNLI |
| num_bytes: 1591628 |
| num_examples: 200 |
| - name: NanoHellaSwag |
| num_bytes: 1992262 |
| num_examples: 200 |
| - name: NanoPIQA |
| num_bytes: 1491910 |
| num_examples: 200 |
| - name: NanoQuail |
| num_bytes: 1580730 |
| num_examples: 200 |
| - name: NanoRARbCode |
| num_bytes: 1510235 |
| num_examples: 200 |
| - name: NanoRARbMath |
| num_bytes: 1501950 |
| num_examples: 200 |
| - name: NanoSIQA |
| num_bytes: 1493251 |
| num_examples: 200 |
| - name: NanoSpartQA |
| num_bytes: 1737541 |
| num_examples: 200 |
| - name: NanoTempReasonL1 |
| num_bytes: 1391940 |
| num_examples: 200 |
| - name: NanoTempReasonL2Context |
| num_bytes: 1387736 |
| num_examples: 200 |
| - name: NanoTempReasonL2Fact |
| num_bytes: 1388225 |
| num_examples: 200 |
| - name: NanoTempReasonL2Pure |
| num_bytes: 1388790 |
| num_examples: 200 |
| - name: NanoTempReasonL3Context |
| num_bytes: 1388367 |
| num_examples: 200 |
| - name: NanoTempReasonL3Fact |
| num_bytes: 1388985 |
| num_examples: 200 |
| - name: NanoTempReasonL3Pure |
| num_bytes: 1388855 |
| num_examples: 200 |
| - name: NanoWinoGrande |
| num_bytes: 1480614 |
| num_examples: 200 |
| download_size: 26498499 |
| dataset_size: 26496264 |
| - config_name: qrels |
| features: |
| - name: query-id |
| dtype: string |
| - name: corpus-id |
| dtype: string |
| splits: |
| - name: NanoARCChallenge |
| num_bytes: 9063 |
| num_examples: 200 |
| - name: NanoAlphaNLI |
| num_bytes: 5835 |
| num_examples: 200 |
| - name: NanoHellaSwag |
| num_bytes: 7463 |
| num_examples: 200 |
| - name: NanoPIQA |
| num_bytes: 5435 |
| num_examples: 200 |
| - name: NanoQuail |
| num_bytes: 5810 |
| num_examples: 200 |
| - name: NanoRARbCode |
| num_bytes: 8980 |
| num_examples: 200 |
| - name: NanoRARbMath |
| num_bytes: 5380 |
| num_examples: 200 |
| - name: NanoSIQA |
| num_bytes: 5450 |
| num_examples: 200 |
| - name: NanoSpartQA |
| num_bytes: 12383 |
| num_examples: 384 |
| - name: NanoTempReasonL1 |
| num_bytes: 4979 |
| num_examples: 200 |
| - name: NanoTempReasonL2Context |
| num_bytes: 4975 |
| num_examples: 200 |
| - name: NanoTempReasonL2Fact |
| num_bytes: 4975 |
| num_examples: 200 |
| - name: NanoTempReasonL2Pure |
| num_bytes: 4975 |
| num_examples: 200 |
| - name: NanoTempReasonL3Context |
| num_bytes: 5004 |
| num_examples: 200 |
| - name: NanoTempReasonL3Fact |
| num_bytes: 5004 |
| num_examples: 200 |
| - name: NanoTempReasonL3Pure |
| num_bytes: 5004 |
| num_examples: 200 |
| - name: NanoWinoGrande |
| num_bytes: 5343 |
| num_examples: 200 |
| download_size: 60606 |
| dataset_size: 106058 |
| - config_name: queries |
| features: |
| - name: _id |
| dtype: string |
| - name: text |
| dtype: string |
| splits: |
| - name: NanoARCChallenge |
| num_bytes: 30628 |
| num_examples: 200 |
| - name: NanoAlphaNLI |
| num_bytes: 24448 |
| num_examples: 200 |
| - name: NanoHellaSwag |
| num_bytes: 27426 |
| num_examples: 200 |
| - name: NanoPIQA |
| num_bytes: 11068 |
| num_examples: 200 |
| - name: NanoQuail |
| num_bytes: 366441 |
| num_examples: 200 |
| - name: NanoRARbCode |
| num_bytes: 99388 |
| num_examples: 200 |
| - name: NanoRARbMath |
| num_bytes: 43755 |
| num_examples: 200 |
| - name: NanoSIQA |
| num_bytes: 28878 |
| num_examples: 200 |
| - name: NanoSpartQA |
| num_bytes: 135064 |
| num_examples: 200 |
| - name: NanoTempReasonL1 |
| num_bytes: 13265 |
| num_examples: 200 |
| - name: NanoTempReasonL2Context |
| num_bytes: 5788304 |
| num_examples: 200 |
| - name: NanoTempReasonL2Fact |
| num_bytes: 354146 |
| num_examples: 200 |
| - name: NanoTempReasonL2Pure |
| num_bytes: 13905 |
| num_examples: 200 |
| - name: NanoTempReasonL3Context |
| num_bytes: 6401050 |
| num_examples: 200 |
| - name: NanoTempReasonL3Fact |
| num_bytes: 401694 |
| num_examples: 200 |
| - name: NanoTempReasonL3Pure |
| num_bytes: 16394 |
| num_examples: 200 |
| - name: NanoWinoGrande |
| num_bytes: 25885 |
| num_examples: 200 |
| download_size: 6772280 |
| dataset_size: 13781739 |
| - config_name: reranking_hybrid |
| features: |
| - name: query-id |
| dtype: string |
| - name: corpus-ids |
| list: string |
| splits: |
| - name: NanoARCChallenge |
| num_bytes: 485686 |
| num_examples: 200 |
| - name: NanoAlphaNLI |
| num_bytes: 321131 |
| num_examples: 200 |
| - name: NanoHellaSwag |
| num_bytes: 403060 |
| num_examples: 200 |
| - name: NanoPIQA |
| num_bytes: 301849 |
| num_examples: 200 |
| - name: NanoQuail |
| num_bytes: 315624 |
| num_examples: 200 |
| - name: NanoRARbCode |
| num_bytes: 318915 |
| num_examples: 200 |
| - name: NanoRARbMath |
| num_bytes: 298826 |
| num_examples: 200 |
| - name: NanoSIQA |
| num_bytes: 303240 |
| num_examples: 200 |
| - name: NanoSpartQA |
| num_bytes: 345385 |
| num_examples: 200 |
| - name: NanoTempReasonL1 |
| num_bytes: 282785 |
| num_examples: 200 |
| - name: NanoTempReasonL2Context |
| num_bytes: 278517 |
| num_examples: 200 |
| - name: NanoTempReasonL2Fact |
| num_bytes: 277515 |
| num_examples: 200 |
| - name: NanoTempReasonL2Pure |
| num_bytes: 281848 |
| num_examples: 200 |
| - name: NanoTempReasonL3Context |
| num_bytes: 278630 |
| num_examples: 200 |
| - name: NanoTempReasonL3Fact |
| num_bytes: 277450 |
| num_examples: 200 |
| - name: NanoTempReasonL3Pure |
| num_bytes: 280858 |
| num_examples: 200 |
| - name: NanoWinoGrande |
| num_bytes: 300624 |
| num_examples: 200 |
| download_size: 5350649 |
| dataset_size: 5351943 |
| --- |
| # NanoRARb |
|
|
| This dataset is a Nano-style retrieval dataset for [HAKARI-bench](https://github.com/hakari-bench/hakari-bench). |
|
|
| NanoRARb contains 17 Nano retrieval splits derived from RAR-b. Each split keeps up to 200 eligible queries and up to 10000 corpus documents, with exact duplicate query and document text removed where the generator records that policy. |
|
|
| ## Usage |
|
|
| ```python |
| from datasets import load_dataset |
| |
| dataset_id = "hakari-bench/NanoRARb" |
| split = "NanoARCChallenge" |
| |
| queries = load_dataset(dataset_id, "queries", split=split) |
| corpus = load_dataset(dataset_id, "corpus", split=split) |
| qrels = load_dataset(dataset_id, "qrels", split=split) |
| reranking_candidates = load_dataset(dataset_id, "reranking_hybrid", split=split) |
| ``` |
|
|
| ## Data Layout |
|
|
| This dataset uses six Hugging Face Datasets configs: |
|
|
| - `corpus`: documents with `_id` and `text` |
| - `queries`: queries with `_id` and `text` |
| - `qrels`: positive relevance labels with `query-id` and `corpus-id` |
| - `bm25`: BM25 candidate lists with `query-id` and `corpus-ids` |
| - `harrier_oss_v1_270m`: dense candidate lists from `microsoft/harrier-oss-v1-270m` |
| - `reranking_hybrid`: RRF candidate lists built from `bm25` and `harrier_oss_v1_270m` |
|
|
| Each config has the same Nano split names. |
|
|
| ## Candidate Construction |
|
|
| - `bm25`: local BM25 top-500 with automatic language-aware tokenization. The resolved tokenizer is shown in the Candidate Quality table, for example `wordseg@ja`. |
| - `harrier_oss_v1_270m`: dense top-500 from `microsoft/harrier-oss-v1-270m`. In tables this is shown as `Dense`; Dense means `microsoft/harrier-oss-v1-270m` with the `web_search_query` prompt for queries and cosine similarity over normalized embeddings. |
| - `reranking_hybrid`: RRF over `bm25` and `harrier_oss_v1_270m` using `rrf_k=100`, keeping the RRF top-100. |
|
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| Safeguard means rank 101 is appended only when RRF top-100 contains no qrels-positive document. |
|
|
| ## Split Statistics |
|
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| Length statistics are character counts computed with `len(str(text))`. |
|
|
| | Nano split | Queries | Corpus | Qrels | Query chars avg | Query chars p50 | Query chars p75 | Doc chars avg | Doc chars p50 | Doc chars p75 | |
| |---|---:|---:|---:|---:|---:|---:|---:|---:|---:| |
| | NanoARCChallenge | 200 | 9350 | 200 | 126.7 | 108.5 | 171.2 | 30.9 | 30.0 | 43.0 | |
| | NanoAlphaNLI | 200 | 10000 | 200 | 103.8 | 102.5 | 119.0 | 43.8 | 42.0 | 51.0 | |
| | NanoHellaSwag | 200 | 10000 | 200 | 114.7 | 115.5 | 148.2 | 62.2 | 55.0 | 77.0 | |
| | NanoPIQA | 200 | 10000 | 200 | 37.9 | 37.0 | 46.0 | 98.0 | 65.0 | 124.0 | |
| | NanoQuail | 200 | 10000 | 200 | 1813.8 | 1823.5 | 1861.0 | 25.0 | 22.0 | 33.0 | |
| | NanoRARbCode | 200 | 10000 | 200 | 470.1 | 430.5 | 542.0 | 256.0 | 244.0 | 333.0 | |
| | NanoRARbMath | 200 | 10000 | 200 | 201.3 | 166.5 | 256.8 | 481.3 | 386.5 | 603.0 | |
| | NanoSIQA | 200 | 10000 | 200 | 126.9 | 124.0 | 137.2 | 21.5 | 19.0 | 27.0 | |
| | NanoSpartQA | 200 | 1592 | 384 | 654.9 | 621.0 | 727.5 | 49.8 | 55.0 | 62.0 | |
| | NanoTempReasonL1 | 200 | 10000 | 200 | 49.9 | 51.0 | 52.0 | 9.0 | 9.0 | 9.0 | |
| | NanoTempReasonL2Context | 200 | 10000 | 200 | 28755.2 | 6562.0 | 75421.0 | 19.9 | 17.0 | 23.0 | |
| | NanoTempReasonL2Fact | 200 | 10000 | 200 | 1744.4 | 672.0 | 4822.0 | 19.9 | 17.0 | 23.0 | |
| | NanoTempReasonL2Pure | 200 | 10000 | 200 | 53.0 | 53.0 | 61.0 | 19.9 | 17.0 | 23.0 | |
| | NanoTempReasonL3Context | 200 | 10000 | 200 | 31804.1 | 7032.0 | 75374.0 | 19.9 | 17.0 | 23.0 | |
| | NanoTempReasonL3Fact | 200 | 10000 | 200 | 1981.1 | 836.0 | 4775.0 | 19.9 | 17.0 | 23.0 | |
| | NanoTempReasonL3Pure | 200 | 10000 | 200 | 65.1 | 62.0 | 76.0 | 19.9 | 17.0 | 23.0 | |
| | NanoWinoGrande | 200 | 5095 | 200 | 112.0 | 110.0 | 122.2 | 7.7 | 7.0 | 9.0 | |
|
|
| ## Candidate Quality |
|
|
| `nDCG@10` and `Recall@100` are computed from the included candidate rankings against the included qrels, then reported as 0-100 scores such as `52.45`. `Recall@100` uses only the top 100 candidates; an optional rank-101 safeguard positive is not counted in `Recall@100`. |
|
|
| Dense means `microsoft/harrier-oss-v1-270m` with the `web_search_query` prompt and cosine similarity. |
|
|
| | Nano split | BM25 tokenizer | BM25 nDCG@10 | Dense nDCG@10 | Hybrid nDCG@10 | BM25 Recall@100 | Dense Recall@100 | Hybrid Recall@100 | Hybrid candidates | Safeguard positives | |
| |---|---|---:|---:|---:|---:|---:|---:|---:|---:| |
| | Mean | - | 15.36 | 24.69 | 23.10 | 46.01 | 65.99 | 64.45 | - | 1170 | |
| | NanoARCChallenge | english_porter_stop | 3.86 | 11.13 | 6.42 | 22.50 | 36.00 | 35.50 | 100-101 | 129 | |
| | NanoAlphaNLI | english_porter_stop | 32.88 | 58.98 | 47.77 | 67.50 | 91.50 | 89.50 | 100-101 | 21 | |
| | NanoHellaSwag | english_porter_stop | 13.93 | 12.53 | 15.51 | 52.50 | 52.50 | 59.50 | 100-101 | 81 | |
| | NanoPIQA | english_porter_stop | 24.43 | 40.17 | 37.41 | 59.50 | 68.00 | 67.50 | 100-101 | 65 | |
| | NanoQuail | english_porter_stop | 5.22 | 11.74 | 9.82 | 28.50 | 46.00 | 46.50 | 100-101 | 107 | |
| | NanoRARbCode | regex | 13.18 | 11.73 | 17.73 | 44.50 | 43.50 | 57.50 | 100-101 | 85 | |
| | NanoRARbMath | english_porter_stop | 61.47 | 78.18 | 73.50 | 94.50 | 94.00 | 97.50 | 100-101 | 5 | |
| | NanoSIQA | english_porter_stop | 2.39 | 6.18 | 4.05 | 18.50 | 38.50 | 33.50 | 100-101 | 133 | |
| | NanoSpartQA | english_porter_stop | 18.88 | 26.34 | 34.19 | 60.67 | 54.83 | 62.17 | 100-101 | 37 | |
| | NanoTempReasonL1 | english_porter_stop | 1.25 | 4.88 | 1.29 | 3.50 | 64.50 | 37.00 | 100-101 | 126 | |
| | NanoTempReasonL2Context | english_porter_stop | 11.14 | 21.71 | 20.49 | 46.00 | 79.50 | 77.00 | 100-101 | 46 | |
| | NanoTempReasonL2Fact | english_porter_stop | 6.15 | 30.05 | 25.13 | 72.00 | 89.50 | 92.50 | 100-101 | 15 | |
| | NanoTempReasonL2Pure | english_porter_stop | 0.00 | 4.83 | 0.33 | 0.50 | 48.50 | 33.00 | 100-101 | 134 | |
| | NanoTempReasonL3Context | english_porter_stop | 9.45 | 19.26 | 16.68 | 36.00 | 76.00 | 73.00 | 100-101 | 54 | |
| | NanoTempReasonL3Fact | english_porter_stop | 5.47 | 25.49 | 19.81 | 66.00 | 87.00 | 92.50 | 100-101 | 15 | |
| | NanoTempReasonL3Pure | english_porter_stop | 0.74 | 7.07 | 2.38 | 9.50 | 54.00 | 41.50 | 100-101 | 117 | |
| | NanoWinoGrande | english_porter_stop | 50.67 | 49.46 | 60.20 | 100.00 | 98.00 | 100.00 | 100 | 0 | |
|
|
| ## Hybrid Safeguard Summary |
|
|
| - Safeguard positives: 1170 |
| - Rows limited by corpus size: 0 |
| - Metadata file: `reranking_hybrid_metadata.json` |
|
|
| ## Source Links |
|
|
| - Source benchmark: `RAR-b` |
| - `mteb/ARCChallenge`: https://huggingface.co/datasets/mteb/ARCChallenge |
| - `mteb/AlphaNLI`: https://huggingface.co/datasets/mteb/AlphaNLI |
| - `mteb/HellaSwag`: https://huggingface.co/datasets/mteb/HellaSwag |
| - `mteb/PIQA`: https://huggingface.co/datasets/mteb/PIQA |
| - `mteb/Quail`: https://huggingface.co/datasets/mteb/Quail |
| - `mteb/RARbCode`: https://huggingface.co/datasets/mteb/RARbCode |
| - `mteb/RARbMath`: https://huggingface.co/datasets/mteb/RARbMath |
| - `mteb/SIQA`: https://huggingface.co/datasets/mteb/SIQA |
| - `mteb/SpartQA`: https://huggingface.co/datasets/mteb/SpartQA |
| - `mteb/TempReasonL1`: https://huggingface.co/datasets/mteb/TempReasonL1 |
| - `mteb/TempReasonL2Context`: https://huggingface.co/datasets/mteb/TempReasonL2Context |
| - `mteb/TempReasonL2Fact`: https://huggingface.co/datasets/mteb/TempReasonL2Fact |
| - `mteb/TempReasonL2Pure`: https://huggingface.co/datasets/mteb/TempReasonL2Pure |
| - `mteb/TempReasonL3Context`: https://huggingface.co/datasets/mteb/TempReasonL3Context |
| - `mteb/TempReasonL3Fact`: https://huggingface.co/datasets/mteb/TempReasonL3Fact |
| - `mteb/TempReasonL3Pure`: https://huggingface.co/datasets/mteb/TempReasonL3Pure |
| - `mteb/WinoGrande`: https://huggingface.co/datasets/mteb/WinoGrande |
|
|
| ## License |
|
|
| NanoRARb is a derived dataset. Users must comply with the licenses, terms, and attribution requirements of the upstream datasets and benchmarks. |
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|
