utils/config.yaml

# This is the official config file.
PECCAVI_TEXT:
  Entailment:
    task: "text-classification"
    model: "ynie/roberta-large-snli_mnli_fever_anli_R1_R2_R3-nli"

  Masking:
    task: "fill-mask"
    tokenizer: "bert-base-uncased"
    model: "bert-base-uncased"
    # tokenizer: "bert-large-cased-whole-word-masking"
    # model: "bert-large-cased-whole-word-masking"

  Vocabulary:
    tokenizer: "bert-base-uncased"
    model: "bert-base-uncased"
    # permissible_ratio: 0.5
    # tokenizer: "bert-large-cased-whole-word-masking"
    # model: "bert-large-cased-whole-word-masking"
    permissible_ratio: 1.0

  Sampling:
    tokenizer: "bert-base-uncased"
    model: "bert-base-uncased"
    # tokenizer: "bert-large-cased-whole-word-masking"
    # model: "bert-large-cased-whole-word-masking"

  Metrics:
    EuclideanDistance: "sentence-transformers/all-MiniLM-L6-v2"
    Distortion: "gpt2"

  Detector:
    tokenizer: "bert-base-uncased"
    model: "bert-base-uncased"
    # tokenizer: "bert-large-cased-whole-word-masking"
    # model: "bert-large-cased-whole-word-masking"

  Paraphrase:
    tokenizer: "humarin/chatgpt_paraphraser_on_T5_base"
    model: "humarin/chatgpt_paraphraser_on_T5_base"
    num_beams: 10
    num_beam_groups: 10
    num_return_sequences: 10
    repetition_penalty: 10.0
    diversity_penalty: 3.0
    no_repeat_ngram_size: 2
    temperature: 0.7
    max_length: 64