mrovera commited on
Commit
6d5a4c8
1 Parent(s): 12c487d

added trained model

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Files changed (3) hide show
  1. dataset-configs.json +20 -0
  2. eventnet_model.pt +3 -0
  3. params-config.json +73 -0
dataset-configs.json ADDED
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+ {
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+ "FR_PAR": {
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+ "dev_data_path": "data/frpar/fold_21/dev_set.tsv",
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+ "tasks": {
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+ "frpar": {
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+ "layers_to_use": [
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+ -1
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+ ],
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+ "loss_weight": 1,
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+ "metric": "multi_acc",
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+ "topn": 1,
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+ "threshold": 0.7,
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+ "column_idx": 1,
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+ "task_type": "multiseq"
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+ }
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+ },
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+ "train_data_path": "data/frpar/fold_21/training_set.tsv",
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+ "word_idx": 0
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+ }
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+ }
eventnet_model.pt ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:cc0ac9068c8f072dcd097b88740d5de59ba4e024a927af0856bc93225b9fc1a4
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+ size 464631800
params-config.json ADDED
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+ {
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+ "batching": {
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+ "batch_size": 64,
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+ "max_tokens": 1024,
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+ "sampling_smoothing": 1,
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+ "sort_by_size": true
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+ },
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+ "decoders": {
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+ "classification": {},
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+ "default_decoder": {
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+ "layers_to_use": [
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+ -1
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+ ],
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+ "loss_weight": 1,
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+ "metric": "accuracy",
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+ "topn": 1
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+ },
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+ "dependency": {
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+ "arc_representation_dim": 768,
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+ "metric": "las",
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+ "tag_representation_dim": 256
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+ },
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+ "mlm": {
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+ "metric": "perplexity"
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+ },
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+ "multiclas": {
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+ "metric": "multi_acc",
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+ "threshold": 0.7
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+ },
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+ "multiseq": {
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+ "metric": "multi_acc",
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+ "threshold": 0.7
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+ },
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+ "regression": {
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+ "metric": "avg_dist"
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+ },
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+ "seq": {},
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+ "seq_bio": {
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+ "metric": "span_f1"
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+ },
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+ "string2string": {},
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+ "tok": {
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+ "pre_split": true
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+ }
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+ },
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+ "default_dec_dataset_embeds_dim": 12,
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+ "encoder": {
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+ "dropout": 0.2,
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+ "max_input_length": 64,
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+ "update_weights_encoder": true
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+ },
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+ "random_seed": 8446,
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+ "training": {
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+ "keep_top_n": 1,
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+ "learning_rate_scheduler": {
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+ "cut_frac": 0.3,
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+ "decay_factor": 0.38,
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+ "discriminative_fine_tuning": true,
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+ "gradual_unfreezing": true
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+ },
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+ "num_epochs": 50,
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+ "optimizer": {
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+ "betas": [
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+ 0.9,
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+ 0.99
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+ ],
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+ "correct_bias": false,
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+ "lr": 0.0015,
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+ "weight_decay": 0.01
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+ }
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+ },
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+ "transformer_model": "dbmdz/bert-base-italian-xxl-cased"
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+ }