<commit_before>Model Name;Test Accuracy;Top-10 Accuracy;Top-10 with Length;Top-10 with Char;Top-50 with Length;Top-50 with Char
50d Stacked LSTM;0.069;0.085;0.104;0.107;0.132;0.135
300d Stacked LSTM;0.337;0.563;0.449;0.558;0.628;0.631
300d LSTM;0.255;0473;0.367;0.4570.533;0.542
Bag of Vectors 300d;0.307;0.537;0.427;0.521;0.595;0.597
Bidirectional Stacked LSTM;0.314;0.535;0.429;0.532;0.585;0.589<commit_msg>full results<commit_after>Model Name;Test Accuracy;Top-10 Accuracy;Top-10 with Length;Top-10 with Char;Top-50 with Length;Top-50 with Char;Dictionary Test Accuracy
50d Stacked LSTM;0.069;0.085;0.104;0.107;0.132;0.135;0.146
300d Stacked LSTM;0.337;0.563;0.449;0.558;0.628;0.631;0.712
50d LSTM;0.050;0.087;0.064;0.072;0.086;0.089;0.092
300d LSTM;0.255;0473;0.367;0.4570.533;0.542;0.0.604
Bag of Vectors 300d;0.307;0.537;0.427;0.521;0.595;0.597:0.545
Bag of Vectors 50d;0.089;0.118;0.984;0.103;0.124;0.128;0.135
Bidirectional Stacked LSTM;0.314;0.535;0.429;0.532;0.585;0.589;0.709
{'fraction_non_alphanumeric': 0.18661257606490872, 'fraction_numerical': 0.36815415821501013, 'mean_word_length': 5.58, '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': '6663076', 'n_tokens_mistral': 686, 'n_tokens_neox': 494, 'n_words': 62}