|
{ |
|
"_name_or_path": "google/flan-t5-base", |
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"architectures": [ |
|
"T5ForSequenceClassification" |
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], |
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"classifier_dropout": 0.0, |
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"d_ff": 2048, |
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"d_kv": 64, |
|
"d_model": 768, |
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"decoder_start_token_id": 0, |
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"dense_act_fn": "gelu_new", |
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"dropout_rate": 0.1, |
|
"eos_token_id": 1, |
|
"feed_forward_proj": "gated-gelu", |
|
"id2label": { |
|
"0": "t1497virtualization/sandboxevasion", |
|
"1": "t1082systeminformationdiscovery", |
|
"2": "t1059commandandscriptinginterpreter", |
|
"3": "t1486dataencryptedforimpact", |
|
"4": "t1105ingresstooltransfer", |
|
"5": "t1021remoteservices", |
|
"6": "t0814denialofservice", |
|
"7": "t1562impairdefenses", |
|
"8": "t1055processinjection", |
|
"9": "t1566phishing", |
|
"10": "t1003oscredentialdumping", |
|
"11": "t1027obfuscatedfilesorinformation", |
|
"12": "t1018remotesystemdiscovery", |
|
"13": "t1047windowsmanagementinstrumentation", |
|
"14": "t1053scheduledtask/job" |
|
}, |
|
"initializer_factor": 1.0, |
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"is_encoder_decoder": true, |
|
"is_gated_act": true, |
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"label2id": { |
|
"t0814denialofservice": 6, |
|
"t1003oscredentialdumping": 10, |
|
"t1018remotesystemdiscovery": 12, |
|
"t1021remoteservices": 5, |
|
"t1027obfuscatedfilesorinformation": 11, |
|
"t1047windowsmanagementinstrumentation": 13, |
|
"t1053scheduledtask/job": 14, |
|
"t1055processinjection": 8, |
|
"t1059commandandscriptinginterpreter": 2, |
|
"t1082systeminformationdiscovery": 1, |
|
"t1105ingresstooltransfer": 4, |
|
"t1486dataencryptedforimpact": 3, |
|
"t1497virtualization/sandboxevasion": 0, |
|
"t1562impairdefenses": 7, |
|
"t1566phishing": 9 |
|
}, |
|
"layer_norm_epsilon": 1e-06, |
|
"model_type": "t5", |
|
"n_positions": 512, |
|
"num_decoder_layers": 12, |
|
"num_heads": 12, |
|
"num_layers": 12, |
|
"output_past": true, |
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"pad_token_id": 0, |
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"problem_type": "multi_label_classification", |
|
"relative_attention_max_distance": 128, |
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"relative_attention_num_buckets": 32, |
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"task_specific_params": { |
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"summarization": { |
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"early_stopping": true, |
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"length_penalty": 2.0, |
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"max_length": 200, |
|
"min_length": 30, |
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"no_repeat_ngram_size": 3, |
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"num_beams": 4, |
|
"prefix": "summarize: " |
|
}, |
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"translation_en_to_de": { |
|
"early_stopping": true, |
|
"max_length": 300, |
|
"num_beams": 4, |
|
"prefix": "translate English to German: " |
|
}, |
|
"translation_en_to_fr": { |
|
"early_stopping": true, |
|
"max_length": 300, |
|
"num_beams": 4, |
|
"prefix": "translate English to French: " |
|
}, |
|
"translation_en_to_ro": { |
|
"early_stopping": true, |
|
"max_length": 300, |
|
"num_beams": 4, |
|
"prefix": "translate English to Romanian: " |
|
} |
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}, |
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"tie_word_embeddings": false, |
|
"torch_dtype": "float32", |
|
"transformers_version": "4.39.2", |
|
"use_cache": true, |
|
"vocab_size": 32128 |
|
} |
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|