| { |
| "model_type": "fela-moderation", |
| "library_name": "transformers", |
| "architectures": [ |
| "FelaModeratorForSequenceClassification" |
| ], |
| "auto_map": { |
| "AutoConfig": "configuration_moderation.FelaModeratorConfig", |
| "AutoModelForSequenceClassification": "modeling_moderation.FelaModeratorForSequenceClassification" |
| }, |
| "arch": "FELAModerationV2", |
| "note": "byte level FNO+GLA moderation and PII model, 18.9M params, vocab 259; seven heads on one shared encoder: 19 way taxonomy, 6 way Jigsaw toxicity, per token PII BIO (113 tags, 56 entity types), plus spam, jailbreak, nsfw, and identity.", |
| "vocab_size": 259, |
| "max_len": 512, |
| "d_model": 448, |
| "n_layers": 8, |
| "n_heads": 7, |
| "fno_modes": 128, |
| "gla_chunk": 32, |
| "ffn_hidden": 1280, |
| "layer_pattern": "SSSL", |
| "dropout": 0.1, |
| "pad_id": 256, |
| "cls_id": 257, |
| "sep_id": 258, |
| "n_tox_labels": 6, |
| "n_pii_tags": 113, |
| "n_tax": 19, |
| "n_spam": 3, |
| "n_jailbreak": 4, |
| "n_nsfw": 2, |
| "n_identity": 7, |
| "taxonomy": [ |
| "harassment", |
| "harassment_threatening", |
| "hate", |
| "hate_threatening", |
| "self_harm", |
| "self_harm_intent", |
| "self_harm_instructions", |
| "sexual", |
| "sexual_minors", |
| "violence", |
| "violence_graphic", |
| "identity_attack", |
| "insult", |
| "profanity_obscene", |
| "threat", |
| "sexual_explicit", |
| "severe_toxicity", |
| "dehumanize", |
| "incitement_violence" |
| ], |
| "jigsaw_labels": [ |
| "toxic", |
| "severe_toxic", |
| "obscene", |
| "threat", |
| "insult", |
| "identity_hate" |
| ], |
| "spam_labels": [ |
| "spam", |
| "scam", |
| "phishing" |
| ], |
| "jailbreak_labels": [ |
| "jailbreak", |
| "instruction_override", |
| "role_hijack", |
| "data_exfiltration" |
| ], |
| "nsfw_labels": [ |
| "sexual_suggestive", |
| "sexual_explicit" |
| ], |
| "identity_labels": [ |
| "race", |
| "religion", |
| "gender", |
| "sexuality", |
| "disability", |
| "origin", |
| "age" |
| ], |
| "pii_entity_types": [ |
| "PERSON", |
| "FIRSTNAME", |
| "LASTNAME", |
| "USERNAME", |
| "EMAIL", |
| "PHONE", |
| "FAX", |
| "STREET_ADDRESS", |
| "CITY", |
| "STATE", |
| "ZIPCODE", |
| "COUNTRY", |
| "BUILDINGNUMBER", |
| "SECONDARYADDRESS", |
| "NEARBYGPSCOORDINATE", |
| "DOB", |
| "AGE", |
| "SSN", |
| "PASSPORT", |
| "DRIVERLICENSE", |
| "IDCARD", |
| "CREDITCARD", |
| "CREDITCARDCVV", |
| "CREDITCARDEXP", |
| "IBAN", |
| "BIC_SWIFT", |
| "ACCOUNTNUMBER", |
| "ROUTINGNUMBER", |
| "BITCOINADDRESS", |
| "ETHEREUMADDRESS", |
| "IPV4", |
| "IPV6", |
| "MACADDRESS", |
| "URL", |
| "USERAGENT", |
| "COMPANYNAME", |
| "JOBTITLE", |
| "MRN", |
| "MEDICALLICENSE", |
| "HEALTHINSURANCEID", |
| "VEHICLEVIN", |
| "VEHICLEPLATE", |
| "TIME", |
| "DATE", |
| "PIN", |
| "PASSWORD", |
| "APIKEY", |
| "ORDINALDIRECTION", |
| "CURRENCY", |
| "AMOUNT", |
| "GENDER", |
| "ETHNICITY", |
| "RELIGION", |
| "SEXUALITY", |
| "POLITICAL", |
| "MARITALSTATUS" |
| ], |
| "pii_tags": [ |
| "O", |
| "B-PERSON", |
| "I-PERSON", |
| "B-FIRSTNAME", |
| "I-FIRSTNAME", |
| "B-LASTNAME", |
| "I-LASTNAME", |
| "B-USERNAME", |
| "I-USERNAME", |
| "B-EMAIL", |
| "I-EMAIL", |
| "B-PHONE", |
| "I-PHONE", |
| "B-FAX", |
| "I-FAX", |
| "B-STREET_ADDRESS", |
| "I-STREET_ADDRESS", |
| "B-CITY", |
| "I-CITY", |
| "B-STATE", |
| "I-STATE", |
| "B-ZIPCODE", |
| "I-ZIPCODE", |
| "B-COUNTRY", |
| "I-COUNTRY", |
| "B-BUILDINGNUMBER", |
| "I-BUILDINGNUMBER", |
| "B-SECONDARYADDRESS", |
| "I-SECONDARYADDRESS", |
| "B-NEARBYGPSCOORDINATE", |
| "I-NEARBYGPSCOORDINATE", |
| "B-DOB", |
| "I-DOB", |
| "B-AGE", |
| "I-AGE", |
| "B-SSN", |
| "I-SSN", |
| "B-PASSPORT", |
| "I-PASSPORT", |
| "B-DRIVERLICENSE", |
| "I-DRIVERLICENSE", |
| "B-IDCARD", |
| "I-IDCARD", |
| "B-CREDITCARD", |
| "I-CREDITCARD", |
| "B-CREDITCARDCVV", |
| "I-CREDITCARDCVV", |
| "B-CREDITCARDEXP", |
| "I-CREDITCARDEXP", |
| "B-IBAN", |
| "I-IBAN", |
| "B-BIC_SWIFT", |
| "I-BIC_SWIFT", |
| "B-ACCOUNTNUMBER", |
| "I-ACCOUNTNUMBER", |
| "B-ROUTINGNUMBER", |
| "I-ROUTINGNUMBER", |
| "B-BITCOINADDRESS", |
| "I-BITCOINADDRESS", |
| "B-ETHEREUMADDRESS", |
| "I-ETHEREUMADDRESS", |
| "B-IPV4", |
| "I-IPV4", |
| "B-IPV6", |
| "I-IPV6", |
| "B-MACADDRESS", |
| "I-MACADDRESS", |
| "B-URL", |
| "I-URL", |
| "B-USERAGENT", |
| "I-USERAGENT", |
| "B-COMPANYNAME", |
| "I-COMPANYNAME", |
| "B-JOBTITLE", |
| "I-JOBTITLE", |
| "B-MRN", |
| "I-MRN", |
| "B-MEDICALLICENSE", |
| "I-MEDICALLICENSE", |
| "B-HEALTHINSURANCEID", |
| "I-HEALTHINSURANCEID", |
| "B-VEHICLEVIN", |
| "I-VEHICLEVIN", |
| "B-VEHICLEPLATE", |
| "I-VEHICLEPLATE", |
| "B-TIME", |
| "I-TIME", |
| "B-DATE", |
| "I-DATE", |
| "B-PIN", |
| "I-PIN", |
| "B-PASSWORD", |
| "I-PASSWORD", |
| "B-APIKEY", |
| "I-APIKEY", |
| "B-ORDINALDIRECTION", |
| "I-ORDINALDIRECTION", |
| "B-CURRENCY", |
| "I-CURRENCY", |
| "B-AMOUNT", |
| "I-AMOUNT", |
| "B-GENDER", |
| "I-GENDER", |
| "B-ETHNICITY", |
| "I-ETHNICITY", |
| "B-RELIGION", |
| "I-RELIGION", |
| "B-SEXUALITY", |
| "I-SEXUALITY", |
| "B-POLITICAL", |
| "I-POLITICAL", |
| "B-MARITALSTATUS", |
| "I-MARITALSTATUS" |
| ], |
| "toxicity_thresholds": { |
| "toxic": 0.9029, |
| "severe_toxic": 0.8966, |
| "obscene": 0.9394, |
| "threat": 0.7783, |
| "insult": 0.8721, |
| "identity_hate": 0.9185 |
| }, |
| "input_shape": [ |
| 1, |
| 512 |
| ], |
| "input_desc": "one UTF-8 text string, byte tokenized to [CLS] b0 b1 ... truncated to max_len, int64 ids in [0,258]", |
| "head_thresholds": { |
| "spam": { |
| "spam": 0.999, |
| "scam": 0.957, |
| "phishing": 0.999 |
| }, |
| "jailbreak": { |
| "jailbreak": 0.957, |
| "instruction_override": 0.936, |
| "role_hijack": 0.997, |
| "data_exfiltration": 0.994 |
| }, |
| "nsfw": { |
| "sexual_suggestive": 0.664, |
| "sexual_explicit": 0.999 |
| }, |
| "identity": { |
| "race": 0.97, |
| "religion": 0.95, |
| "gender": 0.924, |
| "sexuality": 0.936 |
| } |
| }, |
| "head_gate": { |
| "spam": "ship", |
| "jailbreak": "ship", |
| "nsfw": "ship", |
| "identity": "hold", |
| "taxonomy_sexual": "defer" |
| }, |
| "head_gate_note": "ship = held-out AUROC >= 0.8. Thresholds in head_thresholds are calibrated at 90% precision on held-out eval; tune per your traffic. identity (0.71) and the taxonomy 'sexual' category (0.67) are below the ship line and off/masked." |
| } |
|
|
