| language: | |
| - en | |
| license: odc-by | |
| size_categories: | |
| - 100K<n<1M | |
| task_categories: | |
| - sentence-similarity | |
| dataset_info: | |
| - config_name: default | |
| features: | |
| - name: sentence1 | |
| dtype: string | |
| - name: sentence2 | |
| dtype: string | |
| - name: label | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 144780011.33594054 | |
| num_examples: 942069 | |
| - name: validation | |
| num_bytes: 3020947.173540986 | |
| num_examples: 19657 | |
| - name: test | |
| num_bytes: 3020793.490518473 | |
| num_examples: 19656 | |
| download_size: 72629620 | |
| dataset_size: 150821752 | |
| - config_name: float-labels | |
| features: | |
| - name: sentence1 | |
| dtype: string | |
| - name: sentence2 | |
| dtype: string | |
| - name: label | |
| dtype: float64 | |
| splits: | |
| - name: train | |
| num_bytes: 138755142 | |
| num_examples: 942069 | |
| - name: validation | |
| num_bytes: 3034127 | |
| num_examples: 19657 | |
| - name: test | |
| num_bytes: 3142127 | |
| num_examples: 19656 | |
| download_size: 72653539 | |
| dataset_size: 144931396 | |
| configs: | |
| - config_name: default | |
| data_files: | |
| - split: train | |
| path: data/train-* | |
| - split: validation | |
| path: data/validation-* | |
| - split: test | |
| path: data/test-* | |
| - config_name: float-labels | |
| data_files: | |
| - split: train | |
| path: float-labels/train-* | |
| - split: validation | |
| path: float-labels/validation-* | |
| - split: test | |
| path: float-labels/test-* | |
| this is literally the allNLI example dataset but parsed and reformatted as HF datasets parquet. | |
| ## token counts | |
| ### sentence1 column | |
| bert-base-uncased token count: | |
| ``` | |
| token_count | |
| count 942069.000000 | |
| mean 20.834934 | |
| std 12.953432 | |
| min 3.000000 | |
| 25% 13.000000 | |
| 50% 17.000000 | |
| 75% 25.000000 | |
| max 428.000000 | |
| ``` | |
| - Total count: 19.63 M tokens | |
| google/bigbird-roberta-base token count: | |
| ``` | |
| token_count | |
| count 942069.000000 | |
| mean 20.678186 | |
| std 12.618819 | |
| min 3.000000 | |
| 25% 13.000000 | |
| 50% 17.000000 | |
| 75% 25.000000 | |
| max 407.000000 | |
| ``` | |
| - Total count: 19.48 M tokens | |
| ### sentence2 column | |
| bert-base-uncased token count: | |
| ``` | |
| token_count | |
| count 942069.000000 | |
| mean 12.058493 | |
| std 4.507284 | |
| min 0.000000 | |
| 25% 9.000000 | |
| 50% 11.000000 | |
| 75% 14.000000 | |
| max 77.000000 | |
| ``` | |
| - Total count: 11.36 M tokens | |
| google/bigbird-roberta-base token count: | |
| ``` | |
| token_count | |
| count 942069.000000 | |
| mean 12.003818 | |
| std 4.423798 | |
| min 0.000000 | |
| 25% 9.000000 | |
| 50% 11.000000 | |
| 75% 14.000000 | |
| max 79.000000 | |
| ``` | |
| - Total count: 11.31 M tokens |