memlayers-data / reports /dedup_log.json
roieg's picture
data-v1: the frozen bundle (59 hashed files, data_sha256 bb1bfd40)
db21410 verified
Raw History Blame Contribute Delete
6.73 kB
{
"config_fingerprint": "3f4303d9b926b730d8d9bd9269084c6052df66b63aece15a07af100866aa2984",
"max_tokens": 4096,
"min_tokens": 50,
"ngram_drop_threshold": 0.5,
"ngram_exempt_subjects": [
"bio"
],
"ngram_n": 13,
"ngram_overlap": {
"FreeLaw": {
"aggregate_overlap_rate": 0.114556,
"docs_dropped": 311,
"docs_kept": 2594,
"exempt": false,
"heldout_ngrams_in_train": 797655,
"heldout_ngrams_total": 6963028,
"max_per_doc_overlap_rate": 0.995103,
"mean_per_doc_overlap_rate": 0.168904,
"median_per_doc_overlap_rate": 0.065862,
"tokens_kept": 6729670,
"train_ngrams_unique": 28718183
},
"Github": {
"aggregate_overlap_rate": 0.206919,
"docs_dropped": 672,
"docs_kept": 4458,
"exempt": false,
"heldout_ngrams_in_train": 1425307,
"heldout_ngrams_total": 6888240,
"max_per_doc_overlap_rate": 1.0,
"mean_per_doc_overlap_rate": 0.210401,
"median_per_doc_overlap_rate": 0.127,
"tokens_kept": 6171662,
"train_ngrams_unique": 22467753
},
"Pile-CC": {
"aggregate_overlap_rate": 0.007441,
"docs_dropped": 13,
"docs_kept": 8604,
"exempt": false,
"heldout_ngrams_in_train": 51323,
"heldout_ngrams_total": 6897211,
"max_per_doc_overlap_rate": 0.9,
"mean_per_doc_overlap_rate": 0.008498,
"median_per_doc_overlap_rate": 0.0,
"tokens_kept": 6993342,
"train_ngrams_unique": 30818919
},
"PubMed Central": {
"aggregate_overlap_rate": 0.033455,
"docs_dropped": 12,
"docs_kept": 1963,
"exempt": false,
"heldout_ngrams_in_train": 233127,
"heldout_ngrams_total": 6968395,
"max_per_doc_overlap_rate": 0.995422,
"mean_per_doc_overlap_rate": 0.034383,
"median_per_doc_overlap_rate": 0.017875,
"tokens_kept": 6953567,
"train_ngrams_unique": 30670380
},
"USPTO Backgrounds": {
"aggregate_overlap_rate": 0.0,
"docs_dropped": 0,
"docs_kept": 8516,
"exempt": false,
"heldout_ngrams_in_train": 0,
"heldout_ngrams_total": 6894274,
"max_per_doc_overlap_rate": 0.0,
"mean_per_doc_overlap_rate": 0.0,
"median_per_doc_overlap_rate": 0.0,
"tokens_kept": 6996466,
"train_ngrams_unique": 0
},
"Wikipedia (en)": {
"aggregate_overlap_rate": 0.023237,
"docs_dropped": 186,
"docs_kept": 10507,
"exempt": false,
"heldout_ngrams_in_train": 159559,
"heldout_ngrams_total": 6866522,
"max_per_doc_overlap_rate": 0.864865,
"mean_per_doc_overlap_rate": 0.06195,
"median_per_doc_overlap_rate": 0.010101,
"tokens_kept": 6972161,
"train_ngrams_unique": 31062799
}
},
"per_subject": {
"heldout": {
"FreeLaw": {
"docs_in": 2936,
"docs_kept": 2594,
"docs_truncated": 949,
"dropped_empty": 0,
"dropped_exact_dup_cross_split": 8,
"dropped_exact_dup_same_split": 1,
"dropped_ngram_overlap": 311,
"dropped_under_min_tokens": 22,
"tokens_kept": 6729670
},
"Github": {
"docs_in": 5505,
"docs_kept": 4458,
"docs_truncated": 703,
"dropped_empty": 0,
"dropped_exact_dup_cross_split": 47,
"dropped_exact_dup_same_split": 1,
"dropped_ngram_overlap": 672,
"dropped_under_min_tokens": 327,
"tokens_kept": 6171662
},
"Pile-CC": {
"docs_in": 8710,
"docs_kept": 8604,
"docs_truncated": 318,
"dropped_empty": 0,
"dropped_exact_dup_cross_split": 0,
"dropped_exact_dup_same_split": 0,
"dropped_ngram_overlap": 13,
"dropped_under_min_tokens": 93,
"tokens_kept": 6993342
},
"PubMed Central": {
"docs_in": 2051,
"docs_kept": 1963,
"docs_truncated": 1483,
"dropped_empty": 0,
"dropped_exact_dup_cross_split": 0,
"dropped_exact_dup_same_split": 2,
"dropped_ngram_overlap": 12,
"dropped_under_min_tokens": 74,
"tokens_kept": 6953567
},
"USPTO Backgrounds": {
"docs_in": 8596,
"docs_kept": 8516,
"docs_truncated": 110,
"dropped_empty": 0,
"dropped_exact_dup_cross_split": 0,
"dropped_exact_dup_same_split": 9,
"dropped_ngram_overlap": 0,
"dropped_under_min_tokens": 71,
"tokens_kept": 6996466
},
"Wikipedia (en)": {
"docs_in": 10935,
"docs_kept": 10507,
"docs_truncated": 246,
"dropped_empty": 0,
"dropped_exact_dup_cross_split": 0,
"dropped_exact_dup_same_split": 6,
"dropped_ngram_overlap": 186,
"dropped_under_min_tokens": 236,
"tokens_kept": 6972161
}
},
"train": {
"FreeLaw": {
"docs_in": 13547,
"docs_kept": 13420,
"docs_truncated": 4404,
"dropped_empty": 0,
"dropped_exact_dup_cross_split": 0,
"dropped_exact_dup_same_split": 28,
"dropped_ngram_overlap": 0,
"dropped_under_min_tokens": 99,
"tokens_kept": 32368917
},
"Github": {
"docs_in": 24487,
"docs_kept": 22960,
"docs_truncated": 3318,
"dropped_empty": 0,
"dropped_exact_dup_cross_split": 0,
"dropped_exact_dup_same_split": 110,
"dropped_ngram_overlap": 0,
"dropped_under_min_tokens": 1417,
"tokens_kept": 32274915
},
"Pile-CC": {
"docs_in": 40146,
"docs_kept": 39685,
"docs_truncated": 1432,
"dropped_empty": 0,
"dropped_exact_dup_cross_split": 0,
"dropped_exact_dup_same_split": 0,
"dropped_ngram_overlap": 0,
"dropped_under_min_tokens": 461,
"tokens_kept": 32399981
},
"PubMed Central": {
"docs_in": 9526,
"docs_kept": 9192,
"docs_truncated": 6896,
"dropped_empty": 0,
"dropped_exact_dup_cross_split": 0,
"dropped_exact_dup_same_split": 7,
"dropped_ngram_overlap": 0,
"dropped_under_min_tokens": 327,
"tokens_kept": 32373390
},
"Wikipedia (en)": {
"docs_in": 51279,
"docs_kept": 50035,
"docs_truncated": 1105,
"dropped_empty": 0,
"dropped_exact_dup_cross_split": 0,
"dropped_exact_dup_same_split": 127,
"dropped_ngram_overlap": 0,
"dropped_under_min_tokens": 1117,
"tokens_kept": 32314014
}
}
},
"small": false,
"stage": "dedup",
"train_subjects_below_target": [],
"train_target_per_subject": 27000000,
"train_tokens_total": 161731217
}