Alex Spangher
commited on
Commit
·
2054f8f
1
Parent(s):
f02ef2b
- all_results.json +16 -0
- config.json +57 -0
- model.safetensors +3 -0
- post-training eval_results.json +10 -0
- prediction_output.jsonl +0 -0
- train_results.json +8 -0
- trainer_state.json +119 -0
- training_args.bin +3 -0
all_results.json
ADDED
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{
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"epoch": 3.0,
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"eval_samples": 2820,
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"test_accuracy": 0.5429078014184398,
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"test_loss": 1.4821960926055908,
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"test_macro_f1": 0.34723773230887656,
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"test_micro_f1": 0.5429078014184398,
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"test_runtime": 35.207,
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"test_samples_per_second": 80.098,
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"test_steps_per_second": 0.653,
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"train_loss": 1.5852480240613014,
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"train_runtime": 2084.5163,
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"train_samples": 15278,
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"train_samples_per_second": 21.988,
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"train_steps_per_second": 0.688
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}
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config.json
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{
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"_name_or_path": "albert-xxlarge-v2",
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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": 2,
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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": 3,
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"gap_size": 0,
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"hidden_act": "gelu_new",
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"hidden_dropout_prob": 0,
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"hidden_size": 4096,
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"id2label": {
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"0": "NA",
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"1": "Main",
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"2": "Cause_Specific",
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"3": "Distant_Anecdotal",
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"4": "Distant_Evaluation",
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"5": "Main_Consequence",
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"6": "Distant_Historical",
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"7": "Cause_General",
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"8": "Distant_Expectations_Consequences"
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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": 16384,
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"label2id": {
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"Cause_General": 7,
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"Cause_Specific": 2,
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"Distant_Anecdotal": 3,
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"Distant_Evaluation": 4,
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"Distant_Expectations_Consequences": 8,
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"Distant_Historical": 6,
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"Main": 1,
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"Main_Consequence": 5,
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"NA": 0
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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": 64,
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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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"torch_dtype": "float32",
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"transformers_version": "4.36.0.dev0",
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"type_vocab_size": 2,
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"vocab_size": 30000
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:605d5c7585301ee48a8090c4f4a67cfca237edc24091aa65c6d4393c98ecd61c
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size 890533308
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post-training eval_results.json
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{
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"eval_samples": 2820,
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"test_accuracy": 0.5429078014184398,
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"test_loss": 1.4821960926055908,
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"test_macro_f1": 0.34723773230887656,
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"test_micro_f1": 0.5429078014184398,
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"test_runtime": 35.207,
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"test_samples_per_second": 80.098,
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"test_steps_per_second": 0.653
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}
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prediction_output.jsonl
ADDED
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The diff for this file is too large to render.
See raw diff
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train_results.json
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{
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"epoch": 3.0,
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"train_loss": 1.5852480240613014,
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"train_runtime": 2084.5163,
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"train_samples": 15278,
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"train_samples_per_second": 21.988,
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"train_steps_per_second": 0.688
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}
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trainer_state.json
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{
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"log_history": [
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},
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{
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"learning_rate": 3.2566248256624825e-05,
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"loss": 1.8551,
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{
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],
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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 sha256:5d2f138737942821e1f92014922c6845691eda9c73e96bfb92bfc9dfceed3e43
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size 4664
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