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Datasets:
BEE-spoke-data
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allNLI-sbert

Tasks:
Sentence Similarity
Modalities:
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Formats:
parquet
Languages:
English
Size:
1M - 10M
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Files changed (8) hide show
  1. .gitattributes +55 -0
  2. README.md +143 -0
  3. data/test-00000-of-00001.parquet +3 -0
  4. data/train-00000-of-00001.parquet +3 -0
  5. data/validation-00000-of-00001.parquet +3 -0
  6. float-labels/test-00000-of-00001.parquet +3 -0
  7. float-labels/train-00000-of-00001.parquet +3 -0
  8. float-labels/validation-00000-of-00001.parquet +3 -0
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+ *.7z filter=lfs diff=lfs merge=lfs -text
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+ *.arrow filter=lfs diff=lfs merge=lfs -text
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+ *.bz2 filter=lfs diff=lfs merge=lfs -text
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+ *.ftz filter=lfs diff=lfs merge=lfs -text
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+ *.gz filter=lfs diff=lfs merge=lfs -text
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+ *.h5 filter=lfs diff=lfs merge=lfs -text
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+ *.joblib filter=lfs diff=lfs merge=lfs -text
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+ *.lfs.* filter=lfs diff=lfs merge=lfs -text
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+ *.lz4 filter=lfs diff=lfs merge=lfs -text
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+ *.safetensors filter=lfs diff=lfs merge=lfs -text
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+ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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+ *.tar.* filter=lfs diff=lfs merge=lfs -text
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+ *.zst filter=lfs diff=lfs merge=lfs -text
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+ *tfevents* filter=lfs diff=lfs merge=lfs -text
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+ # Audio files - uncompressed
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+ *.sam filter=lfs diff=lfs merge=lfs -text
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+ *.raw filter=lfs diff=lfs merge=lfs -text
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+ # Audio files - compressed
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+ *.tiff filter=lfs diff=lfs merge=lfs -text
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+ # Image files - compressed
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+ *.webp filter=lfs diff=lfs merge=lfs -text
README.md ADDED
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+ ---
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+ language:
3
+ - en
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+ license: odc-by
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+ size_categories:
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+ - 100K<n<1M
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+ task_categories:
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+ - sentence-similarity
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+ dataset_info:
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+ - config_name: default
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+ features:
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+ - name: sentence1
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+ dtype: string
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+ - name: sentence2
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+ dtype: string
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+ - name: label
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+ dtype: string
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+ splits:
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+ - name: train
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+ num_bytes: 144780011.33594054
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+ num_examples: 942069
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+ - name: validation
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+ num_bytes: 3020947.173540986
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+ num_examples: 19657
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+ - name: test
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+ num_bytes: 3020793.490518473
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+ num_examples: 19656
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+ download_size: 72629620
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+ dataset_size: 150821752
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+ - config_name: float-labels
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+ features:
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+ - name: sentence1
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+ dtype: string
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+ - name: sentence2
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+ dtype: string
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+ - name: label
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+ dtype: float64
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+ splits:
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+ - name: train
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+ num_bytes: 138755142
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+ num_examples: 942069
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+ - name: validation
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+ num_bytes: 3034127
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+ num_examples: 19657
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+ - name: test
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+ num_bytes: 3142127
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+ num_examples: 19656
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+ download_size: 72653539
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+ dataset_size: 144931396
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+ configs:
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+ - config_name: default
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+ data_files:
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+ - split: train
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+ path: data/train-*
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+ - split: validation
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+ path: data/validation-*
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+ - split: test
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+ path: data/test-*
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+ - config_name: float-labels
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+ data_files:
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+ - split: train
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+ path: float-labels/train-*
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+ - split: validation
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+ path: float-labels/validation-*
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+ - split: test
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+ path: float-labels/test-*
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+ ---
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+
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+ this is literally the allNLI example dataset but parsed and reformatted as HF datasets parquet.
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+
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+
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+ ## token counts
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+
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+ ### sentence1 column
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+
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+ bert-base-uncased token count:
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+
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+ ```
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+ token_count
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+ count 942069.000000
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+ mean 20.834934
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+ std 12.953432
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+ min 3.000000
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+ 25% 13.000000
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+ 75% 25.000000
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+ max 428.000000
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+ ```
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+
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+
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+ - Total count: 19.63 M tokens
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+ google/bigbird-roberta-base token count:
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+
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+ ```
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+ token_count
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+ count 942069.000000
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+ mean 20.678186
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+ std 12.618819
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+ min 3.000000
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+ 25% 13.000000
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+ max 407.000000
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+ ```
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+
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+
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+ - Total count: 19.48 M tokens
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+
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+ ### sentence2 column
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+
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+ bert-base-uncased token count:
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+
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+ ```
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+ token_count
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+ count 942069.000000
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+ mean 12.058493
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+ std 4.507284
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+ min 0.000000
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+ 25% 9.000000
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+ 50% 11.000000
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+ 75% 14.000000
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+ max 77.000000
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+ ```
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+
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+
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+ - Total count: 11.36 M tokens
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+
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+ google/bigbird-roberta-base token count:
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+
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+ ```
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+ token_count
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+ count 942069.000000
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+ mean 12.003818
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+ min 0.000000
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+ 25% 9.000000
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+ 75% 14.000000
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+ max 79.000000
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+ ```
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+
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+
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+ - Total count: 11.31 M tokens
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