<commit_before>class Constant:
    # Data

    VALIDATION_SET_SIZE = 0.08333

    # Searcher

    MAX_MODEL_NUM = 1000
    BETA = 10.576
    KERNEL_LAMBDA = 0.1
    T_MIN = 0.0001
    N_NEIGHBOURS = 8
    MAX_MODEL_WIDTH = 2048
    MAX_MODEL_DEPTH = 15

    # Model Defaults

    DENSE_DROPOUT_RATE = 0.5
    CONV_DROPOUT_RATE = 0.25
    CONV_BLOCK_DISTANCE = 2
    DENSE_BLOCK_DISTANCE = 1
    MODEL_LEN = 3
    MODEL_WIDTH = 64<commit_msg>update constant (#145)<commit_after>class Constant:
    # Data

    VALIDATION_SET_SIZE = 0.08333

    # Searcher

    MAX_MODEL_NUM = 1000
    BETA = 2.576
    KERNEL_LAMBDA = 0.1
    T_MIN = 0.0001
    N_NEIGHBOURS = 8
    MAX_MODEL_WIDTH = 1024
    MAX_MODEL_DEPTH = 10

    # Model Defaults

    DENSE_DROPOUT_RATE = 0.5
    CONV_DROPOUT_RATE = 0.25
    CONV_BLOCK_DISTANCE = 2
    DENSE_BLOCK_DISTANCE = 1
    MODEL_LEN = 3
    MODEL_WIDTH = 64
{'fraction_non_alphanumeric': 0.06404494382022471, 'fraction_numerical': 0.0898876404494382, 'mean_word_length': 2.413793103448276, 'pattern_counts': {'":': 0, '<': 3, '<?xml version=': 0, '>': 3, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '619720', 'n_tokens_mistral': 455, 'n_tokens_neox': 358, 'n_words': 69}