manifoldix
commited on
Commit
•
de10243
1
Parent(s):
d7395d4
swiss german xlsr 1b
Browse files- config.json +108 -0
- preprocessor_config.json +9 -0
- pytorch_model.bin +3 -0
- trainer_state.json +61 -0
- training_args.bin +3 -0
config.json
ADDED
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{
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"_name_or_path": "./stt2/checkpoint-2500/",
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"activation_dropout": 0.0,
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"adapter_kernel_size": 3,
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"adapter_stride": 2,
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"add_adapter": false,
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"apply_spec_augment": true,
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"architectures": [
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"Wav2Vec2ForCTC"
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],
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"attention_dropout": 0.0,
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"bos_token_id": 1,
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"classifier_proj_size": 256,
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"codevector_dim": 1024,
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"contrastive_logits_temperature": 0.1,
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"conv_bias": true,
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"conv_dim": [
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512,
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512,
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512,
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512,
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512,
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512,
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512
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],
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"conv_kernel": [
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10,
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3,
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3,
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3,
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3,
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2,
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2
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],
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"conv_stride": [
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5,
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2,
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2,
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2,
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2,
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2,
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2
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],
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"ctc_loss_reduction": "mean",
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"ctc_zero_infinity": false,
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"diversity_loss_weight": 0.1,
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"do_stable_layer_norm": true,
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"eos_token_id": 2,
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"feat_extract_activation": "gelu",
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"feat_extract_dropout": 0.0,
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"feat_extract_norm": "layer",
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"feat_proj_dropout": 0.0,
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"feat_quantizer_dropout": 0.0,
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"final_dropout": 0.0,
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"gradient_checkpointing": false,
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"hidden_act": "gelu",
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"hidden_dropout": 0.0,
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"hidden_size": 1280,
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"initializer_range": 0.02,
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"intermediate_size": 5120,
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"layer_norm_eps": 1e-05,
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"layerdrop": 0.0,
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"mask_feature_length": 10,
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"mask_feature_min_masks": 0,
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"mask_feature_prob": 0.0,
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"mask_time_length": 7,
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"mask_time_min_masks": 2,
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"mask_time_prob": 0.05,
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"model_type": "wav2vec2",
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"num_adapter_layers": 3,
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"num_attention_heads": 16,
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"num_codevector_groups": 2,
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"num_codevectors_per_group": 320,
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"num_conv_pos_embedding_groups": 16,
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"num_conv_pos_embeddings": 128,
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"num_feat_extract_layers": 7,
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"num_hidden_layers": 48,
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"num_negatives": 100,
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"output_hidden_size": 1280,
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"pad_token_id": 31,
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"proj_codevector_dim": 1024,
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"tdnn_dilation": [
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1,
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2,
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3,
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1,
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1
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],
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"tdnn_dim": [
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512,
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512,
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512,
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512,
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1500
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],
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"tdnn_kernel": [
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5,
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3,
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3,
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1,
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1
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],
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"torch_dtype": "float32",
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"transformers_version": "4.16.2",
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"use_weighted_layer_sum": false,
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"vocab_size": 34,
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"xvector_output_dim": 512
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}
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preprocessor_config.json
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{
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"do_normalize": true,
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"feature_extractor_type": "Wav2Vec2FeatureExtractor",
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"feature_size": 1,
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"padding_side": "right",
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"padding_value": 0.0,
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"return_attention_mask": true,
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"sampling_rate": 16000
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}
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:9d3501c55cead284c0c67a3c196bacbe69f1e04b15df325ce70bb761352438fe
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size 3850486961
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trainer_state.json
ADDED
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{
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"best_metric": null,
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"best_model_checkpoint": null,
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"epoch": 2.9345063538611926,
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"global_step": 1500,
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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": 0.98,
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"learning_rate": 9.604743083003954e-06,
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"loss": 0.6182,
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"step": 500
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},
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{
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"epoch": 0.98,
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"eval_loss": 0.9411023259162903,
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"eval_runtime": 332.4611,
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"eval_samples_per_second": 10.94,
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"eval_steps_per_second": 1.369,
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"eval_wer": 0.4075747711867652,
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"step": 500
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},
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{
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"epoch": 1.96,
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"learning_rate": 9.110671936758893e-06,
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"loss": 0.5421,
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"step": 1000
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},
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{
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"epoch": 1.96,
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"eval_loss": 0.9645132422447205,
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"eval_runtime": 331.2591,
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"eval_samples_per_second": 10.979,
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"eval_steps_per_second": 1.374,
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"eval_wer": 0.4025198177153142,
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"step": 1000
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},
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{
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"epoch": 2.93,
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"learning_rate": 8.616600790513835e-06,
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"loss": 0.4882,
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"step": 1500
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},
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{
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"epoch": 2.93,
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"eval_loss": 1.0171494483947754,
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"eval_runtime": 334.3973,
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"eval_samples_per_second": 10.876,
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"eval_steps_per_second": 1.361,
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"eval_wer": 0.4008922758779152,
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"step": 1500
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}
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],
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"max_steps": 10220,
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"num_train_epochs": 20,
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"total_flos": 6.161659150250572e+19,
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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:b4c2914481f0517a21cdd6f997409e2ce3eb7bc757e5bc32a4a3ff5da4f0edd3
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size 2991
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