Alex Spangher
commited on
Commit
·
97da542
1
Parent(s):
e0ac58f
- all_results.json +14 -0
- callback-metrics-state-10000.json +1 -0
- callback-metrics-state-12000.json +1 -0
- callback-metrics-state-2000.json +1 -0
- callback-metrics-state-4000.json +1 -0
- callback-metrics-state-6000.json +1 -0
- callback-metrics-state-8000.json +1 -0
- config.json +42 -0
- post-training eval_results.json +8 -0
- prediction_output.jsonl +1 -0
- pytorch_model.bin +3 -0
- train_results.json +8 -0
- trainer_state.json +232 -0
- training_args.bin +3 -0
all_results.json
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{
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"epoch": 5.0,
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"eval_samples": 86,
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"test_f1": 0.8056872037914692,
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"test_loss": 0.4573868425250922,
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"test_runtime": 9.4978,
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"test_samples_per_second": 9.055,
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"test_steps_per_second": 9.055,
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"train_loss": 0.12557823169776508,
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"train_runtime": 2775.7723,
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"train_samples": 2515,
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"train_samples_per_second": 4.53,
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"train_steps_per_second": 4.53
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}
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callback-metrics-state-10000.json
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{"DIRECT QUOTE_f1": 0.9279359430604982, "full_f1": 0.8029407524866656, "BACKGROUND_f1": 0.7656033287101248, "NO QUOTE_f1": 0.0, "INDIRECT QUOTE_f1": 0.8148541114058356, "PUBLISHED WORK_f1": 0.8333333333333333, "STATEMENT_f1": 0.9477124183006536, "PRESS REPORT_f1": 0.9375, "DECLINED COMMENT_f1": 0.9444444444444444, "SOCIAL MEDIA POST_f1": 0.8936170212765957, "PROPOSAL/ORDER/LAW_f1": 0.5517241379310345, "PRICE SIGNAL_f1": 0.7272727272727273, "NARRATIVE_f1": 0.8739495798319328, "DIRECT OBSERVATION_f1": 0.4109589041095891, "COMMUNICATION_f1": 0.9672131147540983, "PUBLIC SPEECH_f1": 0.983050847457627, "VOTE/POLL_f1": 0.8205128205128205, "COURT PROCEEDING_f1": 0.9491525423728813}
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callback-metrics-state-12000.json
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{"DIRECT QUOTE_f1": 0.9284126278345932, "full_f1": 0.8055235903337169, "BACKGROUND_f1": 0.770718232044199, "NO QUOTE_f1": 0.0, "INDIRECT QUOTE_f1": 0.8142250530785562, "PUBLISHED WORK_f1": 0.8680851063829788, "STATEMENT_f1": 0.9477124183006536, "PRESS REPORT_f1": 0.9457364341085273, "DECLINED COMMENT_f1": 0.9444444444444444, "SOCIAL MEDIA POST_f1": 0.8936170212765957, "PROPOSAL/ORDER/LAW_f1": 0.5616438356164384, "PRICE SIGNAL_f1": 0.7272727272727273, "NARRATIVE_f1": 0.8833333333333333, "DIRECT OBSERVATION_f1": 0.4324324324324324, "COMMUNICATION_f1": 0.9672131147540983, "PUBLIC SPEECH_f1": 0.983050847457627, "VOTE/POLL_f1": 0.8205128205128205, "COURT PROCEEDING_f1": 0.9491525423728813}
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callback-metrics-state-2000.json
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{"DIRECT QUOTE_f1": 0.9114724480578139, "full_f1": 0.8002317832826308, "BACKGROUND_f1": 0.7604456824512534, "NO QUOTE_f1": 0.0, "INDIRECT QUOTE_f1": 0.8148541114058356, "PUBLISHED WORK_f1": 0.8484848484848484, "STATEMENT_f1": 0.9511400651465798, "PRESS REPORT_f1": 0.9457364341085273, "DECLINED COMMENT_f1": 0.9444444444444444, "SOCIAL MEDIA POST_f1": 0.8936170212765957, "PROPOSAL/ORDER/LAW_f1": 0.7037037037037037, "PRICE SIGNAL_f1": 0.5517241379310345, "NARRATIVE_f1": 0.8497854077253219, "DIRECT OBSERVATION_f1": 0.4533333333333333, "COMMUNICATION_f1": 0.9672131147540983, "PUBLIC SPEECH_f1": 0.983050847457627, "VOTE/POLL_f1": 0.7567567567567568, "COURT PROCEEDING_f1": 0.9579831932773109}
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callback-metrics-state-4000.json
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{"DIRECT QUOTE_f1": 0.923626619026351, "full_f1": 0.797415004214667, "BACKGROUND_f1": 0.8196286472148542, "NO QUOTE_f1": 0.0, "INDIRECT QUOTE_f1": 0.8154825026511134, "PUBLISHED WORK_f1": 0.8823529411764706, "STATEMENT_f1": 0.9545454545454545, "PRESS REPORT_f1": 0.9457364341085273, "DECLINED COMMENT_f1": 1.0, "SOCIAL MEDIA POST_f1": 0.8936170212765957, "PROPOSAL/ORDER/LAW_f1": 0.6538461538461539, "PRICE SIGNAL_f1": 0.7647058823529412, "NARRATIVE_f1": 0.869198312236287, "DIRECT OBSERVATION_f1": 0.4533333333333333, "COMMUNICATION_f1": 0.975609756097561, "PUBLIC SPEECH_f1": 0.9743589743589743, "VOTE/POLL_f1": 0.7894736842105263, "COURT PROCEEDING_f1": 0.9579831932773109}
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callback-metrics-state-6000.json
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{"DIRECT QUOTE_f1": 0.9805414551607444, "full_f1": 0.785323775968898, "BACKGROUND_f1": 0.9699074074074074, "NO QUOTE_f1": 0.0, "INDIRECT QUOTE_f1": 0.825446898002103, "PUBLISHED WORK_f1": 0.9609375000000001, "STATEMENT_f1": 0.9905956112852665, "PRESS REPORT_f1": 0.9538461538461539, "DECLINED COMMENT_f1": 1.0, "SOCIAL MEDIA POST_f1": 0.9387755102040816, "PROPOSAL/ORDER/LAW_f1": 0.9447236180904524, "PRICE SIGNAL_f1": 0.975609756097561, "NARRATIVE_f1": 0.9886792452830189, "DIRECT OBSERVATION_f1": 0.7789473684210527, "COMMUNICATION_f1": 0.9838709677419354, "PUBLIC SPEECH_f1": 0.983050847457627, "VOTE/POLL_f1": 0.9545454545454545, "COURT PROCEEDING_f1": 1.0}
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callback-metrics-state-8000.json
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{"DIRECT QUOTE_f1": 0.8837424733672997, "full_f1": 0.7811158798283263, "BACKGROUND_f1": 0.6853766617429837, "NO QUOTE_f1": 0.0, "INDIRECT QUOTE_f1": 0.8059861036878675, "PUBLISHED WORK_f1": 0.7511737089201878, "STATEMENT_f1": 0.9158249158249159, "PRESS REPORT_f1": 0.9032258064516129, "DECLINED COMMENT_f1": 0.9444444444444444, "SOCIAL MEDIA POST_f1": 0.7317073170731707, "PROPOSAL/ORDER/LAW_f1": 0.3464566929133859, "PRICE SIGNAL_f1": 0.5517241379310345, "NARRATIVE_f1": 0.8547008547008548, "DIRECT OBSERVATION_f1": 0.26865671641791045, "COMMUNICATION_f1": 0.9137931034482758, "PUBLIC SPEECH_f1": 0.9285714285714286, "VOTE/POLL_f1": 0.7894736842105263, "COURT PROCEEDING_f1": 0.8411214953271028}
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config.json
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{
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"_name_or_path": "roberta-base",
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"architectures": [
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"SentenceClassificationModel"
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],
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"attention_probs_dropout_prob": 0.1,
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"bos_token_id": 0,
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"classification_head": {
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"num_labels": 1,
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"pooling_method": "attention"
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},
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"classifier_dropout": null,
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"context_layer": null,
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"eos_token_id": 2,
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"frozen_layers": [
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0,
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],
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 768,
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"layer_norm_eps": 1e-05,
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"max_position_embeddings": 514,
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"model_type": "roberta",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"pad_token_id": 1,
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"position_embedding_type": "absolute",
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"torch_dtype": "float32",
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"transformers_version": "4.33.2",
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"type_vocab_size": 1,
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"use_cache": true,
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"vocab_size": 50265
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}
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post-training eval_results.json
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{
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"eval_samples": 86,
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"test_f1": 0.8056872037914692,
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"test_loss": 0.4573868425250922,
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"test_runtime": 9.4978,
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"test_samples_per_second": 9.055,
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"test_steps_per_second": 9.055
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}
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prediction_output.jsonl
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[{"pred": -1.8532243967056274, "label": 1.0}, {"pred": 1.1651102304458618, "label": 1.0}, {"pred": 2.043649435043335, "label": 1.0}, {"pred": -0.94322270154953, "label": 0.0}, {"pred": 7.705276012420654, "label": 1.0}, {"pred": -0.94322270154953, "label": 1.0}, {"pred": 0.783161997795105, "label": 1.0}, {"pred": -4.46294641494751, "label": 0.0}, {"pred": 4.064390659332275, "label": 1.0}, {"pred": 3.504645824432373, "label": 1.0}, {"pred": 1.139365792274475, "label": 1.0}, {"pred": 4.107277870178223, "label": 1.0}, {"pred": 2.425071954727173, "label": 1.0}, {"pred": 4.992768287658691, "label": 1.0}, {"pred": -3.566384792327881, "label": 0.0}, {"pred": 8.3724946975708, "label": 1.0}, {"pred": -0.94322270154953, "label": 1.0}, {"pred": 2.2570552825927734, "label": 1.0}, {"pred": 3.5059964656829834, "label": 1.0}, {"pred": 2.354095935821533, "label": 1.0}, {"pred": -4.46294641494751, "label": 0.0}, {"pred": 0.7503432631492615, "label": 1.0}, {"pred": 6.353982925415039, "label": 1.0}, {"pred": 0.9827572703361511, "label": 1.0}, {"pred": -0.4256363809108734, "label": 0.0}, {"pred": -1.804305911064148, "label": 0.0}, {"pred": -0.94322270154953, "label": 0.0}, {"pred": 7.299091815948486, "label": 1.0}, {"pred": 3.8024141788482666, "label": 0.0}, {"pred": -1.1329771280288696, "label": 0.0}, {"pred": -0.94322270154953, "label": 0.0}, {"pred": 8.182953834533691, "label": 1.0}, {"pred": -0.94322270154953, "label": 1.0}, {"pred": 3.2885842323303223, "label": 1.0}, {"pred": -4.46294641494751, "label": 0.0}, {"pred": -0.9792708158493042, "label": 0.0}, {"pred": 3.822896957397461, "label": 1.0}, {"pred": -1.8717443943023682, "label": 0.0}, {"pred": -0.94322270154953, "label": 0.0}, {"pred": 8.366045951843262, "label": 1.0}, {"pred": -0.94322270154953, "label": 1.0}, {"pred": 7.455105781555176, "label": 1.0}, {"pred": -1.361657977104187, "label": 1.0}, {"pred": 2.631812334060669, "label": 1.0}, {"pred": 2.319370985031128, "label": 1.0}, {"pred": -3.2320010662078857, "label": 0.0}, {"pred": -0.5146999359130859, "label": 1.0}, {"pred": -0.94322270154953, "label": 0.0}, {"pred": 7.594902038574219, "label": 1.0}, {"pred": 3.5566954612731934, "label": 1.0}, {"pred": 1.4515318870544434, "label": 1.0}, {"pred": -0.94322270154953, "label": 0.0}, {"pred": 5.623931884765625, "label": 1.0}, {"pred": 2.283346176147461, "label": 1.0}, {"pred": 2.6207327842712402, "label": 1.0}, {"pred": 0.6767005920410156, "label": 0.0}, {"pred": 1.4779468774795532, "label": 0.0}, {"pred": -0.3948862850666046, "label": 0.0}, {"pred": -1.2129184007644653, "label": 0.0}, {"pred": -0.94322270154953, "label": 0.0}, {"pred": 8.195367813110352, "label": 1.0}, {"pred": 7.7748308181762695, "label": 0.0}, {"pred": 4.182348251342773, "label": 1.0}, {"pred": -0.94322270154953, "label": 0.0}, {"pred": 8.267129898071289, "label": 1.0}, {"pred": 1.3268805742263794, "label": 0.0}, {"pred": -2.2637319564819336, "label": 0.0}, {"pred": 6.017037391662598, "label": 1.0}, {"pred": -0.94322270154953, "label": 1.0}, {"pred": 8.279480934143066, "label": 1.0}, {"pred": 3.7376227378845215, "label": 1.0}, {"pred": 3.537707567214966, "label": 1.0}, {"pred": 2.5254549980163574, "label": 1.0}, {"pred": -1.4268559217453003, "label": 0.0}, {"pred": -0.94322270154953, "label": 0.0}, {"pred": 8.59853744506836, "label": 1.0}, {"pred": -0.94322270154953, "label": 1.0}, {"pred": 3.4714865684509277, "label": 1.0}, {"pred": 5.058969974517822, "label": 1.0}, {"pred": -4.46294641494751, "label": 0.0}, {"pred": 4.699585437774658, "label": 0.0}, {"pred": 3.4796693325042725, "label": 1.0}, {"pred": 0.9136394262313843, "label": 0.0}, {"pred": 0.8958767652511597, "label": 0.0}, {"pred": 0.8505266904830933, "label": 0.0}, {"pred": 0.49777188897132874, "label": 0.0}, {"pred": 2.0507519245147705, "label": 0.0}]
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:d88396107bd3a18e099f616094deebc486df3754e86eb7b3c9574275c44086a9
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size 501021053
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train_results.json
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{
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"epoch": 5.0,
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"train_loss": 0.12557823169776508,
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"train_runtime": 2775.7723,
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"train_samples": 2515,
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trainer_state.json
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