Download presentation/data/processed/tokenizer_report.json from BuildITSystems/phishing-detector-encoder: direct link, hf CLI and curl.
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hf download hf://BuildITSystems/phishing-detector-encoder/presentation/data/processed/tokenizer_report.json
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curl -L -o tokenizer_report.json https://huggingface.co/BuildITSystems/phishing-detector-encoder/resolve/main/presentation/data/processed/tokenizer_report.json
9.72 kB
| { | |
| "train": { | |
| "tokenizer_json": "/home/nathank/BITS/dev/Phishing Model/data/processed/tokenizer.json", | |
| "tokenizer_sha1": "9f50c5e775089d2ca3efc82e100cd6b3396ed7e7", | |
| "requested_vocab_size": 32768, | |
| "final_vocab_size": 32768, | |
| "min_frequency": 2, | |
| "special_token_ids": { | |
| "[PAD]": 0, | |
| "[UNK]": 1, | |
| "[CLS]": 2, | |
| "[SEP]": 3, | |
| "[MASK]": 4 | |
| }, | |
| "normalizer": "NFKC (case preserved)", | |
| "pre_tokenizer": "ByteLevel(add_prefix_space=False)", | |
| "training_files": { | |
| "pretrain.parquet": { | |
| "rows_in_file": 226273, | |
| "rows_used": 226273, | |
| "chars": 407902364 | |
| }, | |
| "finetune_train.parquet": { | |
| "rows_in_file": 157113, | |
| "rows_used": 157113, | |
| "chars": 278034593 | |
| } | |
| }, | |
| "limit_docs_per_file": null, | |
| "excluded_files": [ | |
| "finetune_val.parquet", | |
| "test_holdout.parquet" | |
| ], | |
| "holdout_exact_collisions": { | |
| "pretrain.parquet": 0, | |
| "finetune_train.parquet": 0 | |
| }, | |
| "train_seconds": 28.0 | |
| }, | |
| "stats": { | |
| "max_seq_len": 512, | |
| "vocab_size": 32768, | |
| "pretrain_sample_rows": 20000, | |
| "splits": [ | |
| { | |
| "split": "pretrain", | |
| "file": "pretrain.parquet", | |
| "rows": 20000, | |
| "mean_tokens": 476.4, | |
| "median_tokens": 198.0, | |
| "p95_tokens": 1560.0499999999993, | |
| "max_tokens": 59376, | |
| "chars_per_token": 3.76, | |
| "pct_truncated": 20.52, | |
| "unk_rate": 0.0, | |
| "mean_tokens_by_label": {} | |
| }, | |
| { | |
| "split": "finetune_train", | |
| "file": "finetune_train.parquet", | |
| "rows": 157113, | |
| "mean_tokens": 486.9, | |
| "median_tokens": 227.0, | |
| "p95_tokens": 1540.0, | |
| "max_tokens": 886635, | |
| "chars_per_token": 3.635, | |
| "pct_truncated": 24.05, | |
| "unk_rate": 0.0, | |
| "mean_tokens_by_label": { | |
| "0": 620.9, | |
| "1": 342.7 | |
| } | |
| }, | |
| { | |
| "split": "finetune_val", | |
| "file": "finetune_val.parquet", | |
| "rows": 17643, | |
| "mean_tokens": 453.7, | |
| "median_tokens": 200.0, | |
| "p95_tokens": 1420.8999999999978, | |
| "max_tokens": 128702, | |
| "chars_per_token": 3.583, | |
| "pct_truncated": 22.31, | |
| "unk_rate": 0.0, | |
| "mean_tokens_by_label": { | |
| "0": 594.4, | |
| "1": 307.3 | |
| } | |
| }, | |
| { | |
| "split": "test_holdout", | |
| "file": "test_holdout.parquet", | |
| "rows": 16302, | |
| "mean_tokens": 708.6, | |
| "median_tokens": 244.0, | |
| "p95_tokens": 1253.949999999999, | |
| "max_tokens": 878138, | |
| "chars_per_token": 3.432, | |
| "pct_truncated": 21.93, | |
| "unk_rate": 0.0, | |
| "mean_tokens_by_label": { | |
| "0": 842.2, | |
| "1": 282.9 | |
| } | |
| } | |
| ], | |
| "examples": [ | |
| { | |
| "name": "business", | |
| "text": "Re: Q3 budget review\n\nHi Sarah, can we move the budget review to Thursday at 2pm? I've attached the revised forecast. Thanks, Mike", | |
| "n_tokens_with_specials": 35, | |
| "tokens": [ | |
| "[CLS]", | |
| "Re", | |
| ":", | |
| "\u0120Q", | |
| "3", | |
| "\u0120budget", | |
| "\u0120review", | |
| "\u010a", | |
| "\u010a", | |
| "Hi", | |
| "\u0120Sarah", | |
| ",", | |
| "\u0120can", | |
| "\u0120we", | |
| "\u0120move", | |
| "\u0120the", | |
| "\u0120budget", | |
| "\u0120review", | |
| "\u0120to", | |
| "\u0120Thursday", | |
| "\u0120at", | |
| "\u01202", | |
| "pm", | |
| "?", | |
| "\u0120I", | |
| "'ve", | |
| "\u0120attached", | |
| "\u0120the", | |
| "\u0120revised", | |
| "\u0120forecast", | |
| ".", | |
| "\u0120Thanks", | |
| ",", | |
| "\u0120Mike", | |
| "[SEP]" | |
| ], | |
| "decoded": "Re: Q3 budget review\n\nHi Sarah, can we move the budget review to Thursday at 2pm? I've attached the revised forecast. Thanks, Mike", | |
| "round_trip_exact": true, | |
| "round_trip_matches_nfkc": true | |
| }, | |
| { | |
| "name": "url_heavy", | |
| "text": "Your account has been suspended\n\nVerify now: http://secure-login.paypa1-verify.com/account/update?id=8f3a9c2e&session=XyZ123 or https://bit.ly/3xYz9Ab before 24 hours.", | |
| "n_tokens_with_specials": 64, | |
| "tokens": [ | |
| "[CLS]", | |
| "Your", | |
| "\u0120account", | |
| "\u0120has", | |
| "\u0120been", | |
| "\u0120suspended", | |
| "\u010a", | |
| "\u010a", | |
| "Ver", | |
| "ify", | |
| "\u0120now", | |
| ":", | |
| "\u0120http", | |
| "://", | |
| "secure", | |
| "-", | |
| "login", | |
| ".", | |
| "pay", | |
| "pa", | |
| "1", | |
| "-", | |
| "ver", | |
| "ify", | |
| ".", | |
| "com", | |
| "/", | |
| "account", | |
| "/", | |
| "update", | |
| "?", | |
| "id", | |
| "=", | |
| "8", | |
| "f", | |
| "3", | |
| "a", | |
| "9", | |
| "c", | |
| "2", | |
| "e", | |
| "&", | |
| "session", | |
| "=", | |
| "X", | |
| "yZ", | |
| "123", | |
| "\u0120or", | |
| "\u0120https", | |
| "://", | |
| "bit", | |
| ".", | |
| "ly", | |
| "/", | |
| "3", | |
| "x", | |
| "Yz", | |
| "9", | |
| "Ab", | |
| "\u0120before", | |
| "\u012024", | |
| "\u0120hours", | |
| ".", | |
| "[SEP]" | |
| ], | |
| "decoded": "Your account has been suspended\n\nVerify now: http://secure-login.paypa1-verify.com/account/update?id=8f3a9c2e&session=XyZ123 or https://bit.ly/3xYz9Ab before 24 hours.", | |
| "round_trip_exact": true, | |
| "round_trip_matches_nfkc": true | |
| }, | |
| { | |
| "name": "all_caps", | |
| "text": "URGENT!!! FINAL NOTICE\n\nYOUR MAILBOX IS FULL. CLICK HERE TO UPGRADE YOUR STORAGE IMMEDIATELY OR LOSE ALL MESSAGES.", | |
| "n_tokens_with_specials": 33, | |
| "tokens": [ | |
| "[CLS]", | |
| "URGENT", | |
| "!!!", | |
| "\u0120FINAL", | |
| "\u0120NOTICE", | |
| "\u010a", | |
| "\u010a", | |
| "YOUR", | |
| "\u0120MAIL", | |
| "B", | |
| "OX", | |
| "\u0120IS", | |
| "\u0120FULL", | |
| ".", | |
| "\u0120CLICK", | |
| "\u0120HERE", | |
| "\u0120TO", | |
| "\u0120U", | |
| "PG", | |
| "R", | |
| "ADE", | |
| "\u0120YOUR", | |
| "\u0120STOR", | |
| "AGE", | |
| "\u0120IMMEDI", | |
| "ATELY", | |
| "\u0120OR", | |
| "\u0120LO", | |
| "SE", | |
| "\u0120ALL", | |
| "\u0120MESSAGES", | |
| ".", | |
| "[SEP]" | |
| ], | |
| "decoded": "URGENT!!! FINAL NOTICE\n\nYOUR MAILBOX IS FULL. CLICK HERE TO UPGRADE YOUR STORAGE IMMEDIATELY OR LOSE ALL MESSAGES.", | |
| "round_trip_exact": true, | |
| "round_trip_matches_nfkc": true | |
| }, | |
| { | |
| "name": "unicode_lookalike", | |
| "text": "\uff2d\uff49\uff43\uff52\uff4f\uff53\uff4f\uff46\uff54 365 \u2014 Password expiry \u26a0\ufe0f\n\nDear user, your pass\u00adword expires today. Caf\u00e9, na\u00efve, \u6771\u4eac office.", | |
| "n_tokens_with_specials": 43, | |
| "tokens": [ | |
| "[CLS]", | |
| "Microsoft", | |
| "\u0120365", | |
| "\u0120\u00e2\u0122\u0136", | |
| "\u0120Password", | |
| "\u0120exp", | |
| "iry", | |
| "\u0120\u00e2", | |
| "\u013c", | |
| "\u0142", | |
| "\u00ef", | |
| "\u00b8", | |
| "\u0131", | |
| "\u010a", | |
| "\u010a", | |
| "Dear", | |
| "\u0120user", | |
| ",", | |
| "\u0120your", | |
| "\u0120pass", | |
| "\u00c2", | |
| "\u0143", | |
| "word", | |
| "\u0120expires", | |
| "\u0120today", | |
| ".", | |
| "\u0120C", | |
| "af", | |
| "\u00c3\u00a9", | |
| ",", | |
| "\u0120na", | |
| "\u00c3", | |
| "\u00af", | |
| "ve", | |
| ",", | |
| "\u0120", | |
| "\u00e6\u013f", | |
| "\u00b1", | |
| "\u00e4\u00ba", | |
| "\u00ac", | |
| "\u0120office", | |
| ".", | |
| "[SEP]" | |
| ], | |
| "decoded": "Microsoft 365 \u2014 Password expiry \u26a0\ufe0f\n\nDear user, your pass\u00adword expires today. Caf\u00e9, na\u00efve, \u6771\u4eac office.", | |
| "round_trip_exact": false, | |
| "round_trip_matches_nfkc": true | |
| }, | |
| { | |
| "name": "html_money", | |
| "text": "<html><body><p>Dear Friend,</p><p>I am Barrister James. Transfer of US$15,500,000.00 & 30% for you.</p></body></html>", | |
| "n_tokens_with_specials": 49, | |
| "tokens": [ | |
| "[CLS]", | |
| "<", | |
| "html", | |
| "><", | |
| "body", | |
| "><", | |
| "p", | |
| ">", | |
| "Dear", | |
| "\u0120Friend", | |
| ",", | |
| "</", | |
| "p", | |
| "><", | |
| "p", | |
| ">", | |
| "I", | |
| "\u0120am", | |
| "\u0120Bar", | |
| "ris", | |
| "ter", | |
| "\u0120James", | |
| ".", | |
| "\u0120Transfer", | |
| "\u0120of", | |
| "\u0120US", | |
| "$", | |
| "15", | |
| ",", | |
| "500", | |
| ",", | |
| "000", | |
| ".", | |
| "00", | |
| "\u0120&", | |
| "amp", | |
| ";", | |
| "\u012030", | |
| "%", | |
| "\u0120for", | |
| "\u0120you", | |
| ".</", | |
| "p", | |
| "></", | |
| "body", | |
| "></", | |
| "html", | |
| ">", | |
| "[SEP]" | |
| ], | |
| "decoded": "<html><body><p>Dear Friend,</p><p>I am Barrister James. Transfer of US$15,500,000.00 & 30% for you.</p></body></html>", | |
| "round_trip_exact": true, | |
| "round_trip_matches_nfkc": true | |
| } | |
| ] | |
| } | |
| } | |