Training in progress, step 300, checkpoint
Browse files- checkpoint-300/config.json +107 -0
- checkpoint-300/model.safetensors +3 -0
- checkpoint-300/optimizer.pt +3 -0
- checkpoint-300/preprocessor_config.json +9 -0
- checkpoint-300/rng_state.pth +3 -0
- checkpoint-300/scaler.pt +3 -0
- checkpoint-300/scheduler.pt +3 -0
- checkpoint-300/trainer_state.json +82 -0
- checkpoint-300/training_args.bin +3 -0
checkpoint-300/config.json
ADDED
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{
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"activation_dropout": 0.05,
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"adapter_attn_dim": 16,
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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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| 11 |
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"attention_dropout": 0.0,
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| 12 |
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"bos_token_id": 1,
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| 13 |
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"classifier_proj_size": 256,
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| 14 |
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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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| 48 |
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"eos_token_id": 2,
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| 49 |
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"feat_extract_activation": "gelu",
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| 50 |
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"feat_extract_dropout": 0.0,
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| 51 |
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"feat_extract_norm": "layer",
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| 52 |
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"feat_proj_dropout": 0.0,
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| 53 |
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"feat_quantizer_dropout": 0.0,
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| 54 |
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"final_dropout": 0.05,
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| 55 |
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"hidden_act": "gelu",
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| 56 |
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"hidden_dropout": 0.0,
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| 57 |
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"hidden_size": 1280,
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| 58 |
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"initializer_range": 0.02,
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| 59 |
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"intermediate_size": 5120,
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| 60 |
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"layer_norm_eps": 1e-05,
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| 61 |
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"layerdrop": 0.0,
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| 62 |
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"mask_feature_length": 10,
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| 63 |
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"mask_feature_min_masks": 0,
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| 64 |
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"mask_feature_prob": 0.0,
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| 65 |
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"mask_time_length": 10,
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| 66 |
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"mask_time_min_masks": 2,
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| 67 |
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"mask_time_prob": 0.05,
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| 68 |
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"model_type": "wav2vec2",
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| 69 |
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"num_adapter_layers": 3,
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| 70 |
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"num_attention_heads": 16,
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| 71 |
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"num_codevector_groups": 2,
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| 72 |
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"num_codevectors_per_group": 320,
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| 73 |
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"num_conv_pos_embedding_groups": 16,
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| 74 |
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"num_conv_pos_embeddings": 128,
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| 75 |
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"num_feat_extract_layers": 7,
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| 76 |
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"num_hidden_layers": 48,
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| 77 |
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"num_negatives": 100,
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| 78 |
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"output_hidden_size": 1280,
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| 79 |
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"pad_token_id": 65,
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| 80 |
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"proj_codevector_dim": 1024,
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| 81 |
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"tdnn_dilation": [
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| 82 |
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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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| 102 |
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"torch_dtype": "float32",
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| 103 |
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"transformers_version": "4.52.0.dev0",
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| 104 |
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"use_weighted_layer_sum": false,
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| 105 |
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"vocab_size": 68,
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| 106 |
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"xvector_output_dim": 512
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| 107 |
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}
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checkpoint-300/model.safetensors
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:87e8fa0b1edb1264cc7f405b92e3f14e2ac27efd21f280dd137f5c3977e5a928
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size 3859080512
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checkpoint-300/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:d2ef0416b7603904a8d5c0b81dd312c297a777823e112a59d357fe0a5ededfab
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size 18147578
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checkpoint-300/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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| 7 |
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"return_attention_mask": true,
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"sampling_rate": 16000
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}
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checkpoint-300/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:df9c223a43096becbb35c15b6a1f56c48201b7e12f94c4950ef06b3ae32a0a44
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size 14244
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checkpoint-300/scaler.pt
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:81d364c61d0e979a026535749a892b3c65596f0b32426c62108258606ed5546d
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size 988
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checkpoint-300/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:f4f4fbb6c6d1ffab263f467a330dbbc4ccb5d03d25f7e314fa49d00f2117ac88
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size 1064
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checkpoint-300/trainer_state.json
ADDED
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{
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"best_global_step": null,
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| 3 |
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"best_metric": null,
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| 4 |
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"best_model_checkpoint": null,
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| 5 |
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"epoch": 0.730816077953715,
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| 6 |
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"eval_steps": 100,
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| 7 |
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"global_step": 300,
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| 8 |
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"is_hyper_param_search": false,
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| 9 |
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"is_local_process_zero": true,
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| 10 |
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"is_world_process_zero": true,
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| 11 |
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"log_history": [
|
| 12 |
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{
|
| 13 |
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"epoch": 0.243605359317905,
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| 14 |
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"grad_norm": 33.11063766479492,
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| 15 |
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"learning_rate": 4.8844282238442824e-05,
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| 16 |
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"loss": 10.7343,
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| 17 |
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"step": 100
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| 18 |
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},
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| 19 |
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{
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| 20 |
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"epoch": 0.243605359317905,
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| 21 |
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"eval_loss": 4.385446548461914,
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| 22 |
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"eval_runtime": 206.0799,
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| 23 |
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"eval_samples_per_second": 7.992,
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| 24 |
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"eval_steps_per_second": 1.0,
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| 25 |
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"eval_wer": 1.0,
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| 26 |
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"step": 100
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| 27 |
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},
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| 28 |
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{
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| 29 |
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| 30 |
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"grad_norm": 2.508547067642212,
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"learning_rate": 4.762773722627738e-05,
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| 32 |
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"loss": 3.1325,
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"step": 200
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| 34 |
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},
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| 35 |
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{
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| 36 |
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"epoch": 0.48721071863581,
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| 37 |
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"eval_loss": 2.1581695079803467,
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| 38 |
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"eval_runtime": 206.4525,
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| 39 |
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"eval_samples_per_second": 7.978,
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| 40 |
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"eval_steps_per_second": 0.998,
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| 41 |
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"eval_wer": 0.9690996270644646,
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| 42 |
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"step": 200
|
| 43 |
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},
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| 44 |
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{
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| 45 |
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| 46 |
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"grad_norm": 1.2504737377166748,
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| 47 |
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"learning_rate": 4.641119221411192e-05,
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| 48 |
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"loss": 1.6166,
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| 49 |
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"step": 300
|
| 50 |
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},
|
| 51 |
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{
|
| 52 |
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| 53 |
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"eval_loss": 1.1347323656082153,
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"eval_runtime": 206.3117,
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| 55 |
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| 56 |
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| 57 |
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"eval_wer": 0.7188184455099745,
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| 58 |
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"step": 300
|
| 59 |
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}
|
| 60 |
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],
|
| 61 |
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"logging_steps": 100,
|
| 62 |
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"max_steps": 4110,
|
| 63 |
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"num_input_tokens_seen": 0,
|
| 64 |
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"num_train_epochs": 10,
|
| 65 |
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"save_steps": 100,
|
| 66 |
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"stateful_callbacks": {
|
| 67 |
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"TrainerControl": {
|
| 68 |
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"args": {
|
| 69 |
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"should_epoch_stop": false,
|
| 70 |
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"should_evaluate": false,
|
| 71 |
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"should_log": false,
|
| 72 |
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"should_save": true,
|
| 73 |
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"should_training_stop": false
|
| 74 |
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},
|
| 75 |
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"attributes": {}
|
| 76 |
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}
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| 77 |
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},
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| 78 |
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"total_flos": 4.1934420666648576e+18,
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| 79 |
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"train_batch_size": 16,
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| 80 |
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"trial_name": null,
|
| 81 |
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"trial_params": null
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| 82 |
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}
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checkpoint-300/training_args.bin
ADDED
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:41bd293a9b52d9fe0c62e74d444b5c5eb9f144a78a0b1288422dc9f7980a2243
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| 3 |
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size 5240
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