commit from clhuang
Browse files- config.json +62 -0
- optimizer.pt +3 -0
- pytorch_model.bin +3 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- trainer_state.json +82 -0
- training_args.bin +3 -0
config.json
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{
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"_name_or_path": "ckiplab/albert-base-chinese",
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"architectures": [
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"AlbertForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0,
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"bos_token_id": 101,
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"classifier_dropout_prob": 0.1,
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"down_scale_factor": 1,
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"embedding_size": 128,
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"eos_token_id": 102,
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"gap_size": 0,
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"hidden_act": "relu",
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"hidden_dropout_prob": 0,
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"hidden_size": 768,
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"id2label": {
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"0": "LABEL_0",
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"1": "LABEL_1",
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"2": "LABEL_2",
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"3": "LABEL_3",
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"4": "LABEL_4",
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"5": "LABEL_5",
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"6": "LABEL_6",
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"7": "LABEL_7",
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"8": "LABEL_8",
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"9": "LABEL_9",
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"10": "LABEL_10"
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},
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"initializer_range": 0.02,
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"inner_group_num": 1,
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"intermediate_size": 3072,
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"label2id": {
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"LABEL_0": 0,
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"LABEL_1": 1,
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"LABEL_10": 10,
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"LABEL_2": 2,
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"LABEL_3": 3,
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"LABEL_4": 4,
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"LABEL_5": 5,
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"LABEL_6": 6,
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"LABEL_7": 7,
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"LABEL_8": 8,
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"LABEL_9": 9
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},
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"layer_norm_eps": 1e-12,
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"layers_to_keep": [],
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"max_position_embeddings": 512,
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"model_type": "albert",
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"net_structure_type": 0,
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"num_attention_heads": 12,
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"num_hidden_groups": 1,
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"num_hidden_layers": 12,
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"num_memory_blocks": 0,
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"pad_token_id": 0,
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"position_embedding_type": "absolute",
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"problem_type": "single_label_classification",
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"tokenizer_class": "BertTokenizerFast",
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"torch_dtype": "float32",
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"transformers_version": "4.19.2",
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"type_vocab_size": 2,
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"vocab_size": 21128
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}
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optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:09f484ecf330695cf604ab9c5ab2ae7161156d9423cc36c594fd92334287e322
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size 84466563
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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:a74a9b5d8beb9ea6026fe1d1265dab672e00cf265d281386398ae9ec42de74f1
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size 42238609
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rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:cfbafeb8298acbb83505265c84391943881508a522717de6681e875a516d7cdb
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size 14503
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:a40ef085858cb95701334037a0232e17223889497e5e8d68b6d06c5b178967bb
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size 623
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trainer_state.json
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{
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"best_metric": 0.2616243362426758,
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"best_model_checkpoint": "./checkpoints/checkpoint-1964",
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"epoch": 4.0,
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"global_step": 1964,
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"is_hyper_param_search": false,
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"is_local_process_zero": true,
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"is_world_process_zero": true,
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"log_history": [
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{
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"epoch": 1.0,
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"eval_accuracy": 0.8884644766997708,
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"eval_f1": 0.8884644766997708,
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"eval_loss": 0.4412623643875122,
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"eval_precision": 0.8884644766997708,
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"eval_recall": 0.8884644766997708,
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"eval_runtime": 43.6404,
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"eval_samples_per_second": 59.99,
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"eval_steps_per_second": 1.879,
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"step": 491
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},
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{
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"epoch": 1.02,
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"learning_rate": 2e-05,
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"loss": 1.3111,
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"step": 500
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},
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{
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"epoch": 2.0,
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"eval_accuracy": 0.9037433155080213,
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"eval_f1": 0.9037433155080212,
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"eval_loss": 0.31344300508499146,
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"eval_precision": 0.9037433155080213,
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"eval_recall": 0.9037433155080213,
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"eval_runtime": 43.7135,
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"eval_samples_per_second": 59.89,
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"eval_steps_per_second": 1.876,
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"step": 982
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},
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{
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"epoch": 2.04,
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"learning_rate": 1.591169255928046e-05,
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"loss": 0.3547,
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"step": 1000
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},
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{
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"epoch": 3.0,
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"eval_accuracy": 0.9113827349121467,
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"eval_f1": 0.9113827349121467,
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"eval_loss": 0.2822723388671875,
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"eval_precision": 0.9113827349121467,
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"eval_recall": 0.9113827349121467,
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"eval_runtime": 43.7763,
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"eval_samples_per_second": 59.804,
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"eval_steps_per_second": 1.873,
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"step": 1473
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},
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{
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"epoch": 3.05,
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"learning_rate": 1.1823385118560918e-05,
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"loss": 0.2375,
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"step": 1500
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},
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{
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"epoch": 4.0,
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"eval_accuracy": 0.9182582123758595,
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| 67 |
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"eval_f1": 0.9182582123758595,
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| 68 |
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"eval_loss": 0.2616243362426758,
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| 69 |
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"eval_precision": 0.9182582123758595,
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| 70 |
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"eval_recall": 0.9182582123758595,
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"eval_runtime": 43.7951,
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"eval_samples_per_second": 59.778,
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"eval_steps_per_second": 1.872,
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"step": 1964
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}
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],
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"max_steps": 2946,
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"num_train_epochs": 6,
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"total_flos": 1100711158866000.0,
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"trial_name": null,
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"trial_params": null
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}
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:de0b1abc9b0f344d42c820704816e67924b2521c28a82621417365ae1e1662de
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size 3183
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