Upload 8 files
Browse files- config.json +116 -0
- model.safetensors +3 -0
- optimizer.pt +3 -0
- preprocessor_config.json +10 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- trainer_state.json +101 -0
- training_args.bin +3 -0
config.json
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{
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"_name_or_path": "facebook/wav2vec2-large-xlsr-53",
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"activation_dropout": 0.0,
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"adapter_attn_dim": null,
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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": 0.1,
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"bos_token_id": 1,
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"classifier_proj_size": 256,
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"codevector_dim": 768,
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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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],
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"conv_stride": [
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5,
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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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"hidden_act": "gelu",
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"hidden_dropout": 0.1,
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"hidden_size": 1024,
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"initializer_range": 0.02,
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"intermediate_size": 4096,
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"layer_norm_eps": 1e-05,
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"layerdrop": 0.1,
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"mask_channel_length": 10,
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"mask_channel_min_space": 1,
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"mask_channel_other": 0.0,
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"mask_channel_prob": 0.0,
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"mask_channel_selection": "static",
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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": 10,
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"mask_time_min_masks": 2,
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"mask_time_min_space": 1,
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"mask_time_other": 0.0,
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"mask_time_prob": 0.05,
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"mask_time_selection": "static",
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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": 24,
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"num_negatives": 100,
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"output_hidden_size": 1024,
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"pad_token_id": 68,
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"proj_codevector_dim": 768,
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"tdnn_dilation": [
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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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],
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"torch_dtype": "float32",
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"transformers_version": "4.37.2",
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"use_weighted_layer_sum": false,
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"vocab_size": 71,
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"xvector_output_dim": 512
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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 sha256:56f3b07b5bcd28fe1408f658363219baa8235d0b1b83833812035f7dd40eb224
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size 1262098580
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optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:5458ae60896766afaaaf9bcee2f27df3bdd10f86999190f95c269974ebcf0ca9
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size 2490741942
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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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"processor_class": "Wav2Vec2Processor",
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"return_attention_mask": true,
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"sampling_rate": 16000
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}
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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:cbbacc8085a9d05d3021cdb64d77578aa12d308f7cffb7c474baee2d7a7e2f83
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size 14244
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:6d253cc5d8a14fe1e7ec92fa84674f677025d7bbb106c6f3cd336c2a65d1d3c9
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size 1064
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trainer_state.json
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{
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"best_metric": 0.3883848786354065,
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"best_model_checkpoint": "./model/checkpoint-4252",
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"epoch": 4.999412110523222,
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| 5 |
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"eval_steps": 500,
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"global_step": 4252,
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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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"learning_rate": 0.0002850705882352941,
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"step": 850
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{
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"epoch": 1.0,
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"eval_cer": 0.27268008948545863,
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"eval_cer_best": 0.7273199105145414,
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"eval_loss": 0.7238138318061829,
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"eval_runtime": 95.5312,
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"eval_samples_per_second": 31.665,
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"eval_steps_per_second": 3.967,
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"step": 850
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},
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{
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| 28 |
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"epoch": 2.0,
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| 29 |
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"learning_rate": 0.0002700705882352941,
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"loss": 1.0825,
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"step": 1701
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},
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{
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"epoch": 2.0,
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"eval_cer": 0.2253959731543624,
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"eval_cer_best": 0.7746040268456376,
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"eval_loss": 0.5289922952651978,
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"eval_runtime": 95.2118,
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"eval_samples_per_second": 31.771,
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| 40 |
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"eval_steps_per_second": 3.981,
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"step": 1701
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"epoch": 3.0,
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"learning_rate": 0.0002550882352941176,
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"loss": 0.9076,
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"step": 2551
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"epoch": 3.0,
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"eval_loss": 0.46624556183815,
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"eval_runtime": 94.6631,
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"eval_samples_per_second": 31.955,
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"eval_steps_per_second": 4.004,
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{
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"epoch": 4.0,
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"eval_runtime": 94.4283,
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"eval_samples_per_second": 32.035,
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},
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{
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},
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{
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}
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],
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"logging_steps": 500,
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"max_steps": 17000,
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"num_input_tokens_seen": 0,
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"save_steps": 500,
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"total_flos": 6.943311650462615e+18,
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"train_batch_size": 16,
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"trial_name": null,
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| 100 |
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"trial_params": null
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| 101 |
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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 sha256:7d398ad809cb783d30c4a7d7ac689f7da78023bf3c209a6c688256d9d8c50c3b
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size 4664
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