Instructions to use llillillil/myDysarthriaModel with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use llillillil/myDysarthriaModel with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("audio-classification", model="llillillil/myDysarthriaModel")# pip install -U transformers accelerate # Load model directly from transformers import AutoProcessor, AutoModelForAudioClassification processor = AutoProcessor.from_pretrained("llillillil/myDysarthriaModel") model = AutoModelForAudioClassification.from_pretrained("llillillil/myDysarthriaModel", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Training in progress, epoch 1
Browse files- config.json +60 -30
- model.safetensors +2 -2
- preprocessor_config.json +2 -2
- runs/Jun14_15-20-00_WIN-CEJF2NB9KFH/events.out.tfevents.1718349601.WIN-CEJF2NB9KFH.46136.0 +3 -0
- runs/Jun14_15-27-37_WIN-CEJF2NB9KFH/events.out.tfevents.1718350058.WIN-CEJF2NB9KFH.80928.0 +3 -0
- runs/Jun14_15-41-15_WIN-CEJF2NB9KFH/events.out.tfevents.1718350876.WIN-CEJF2NB9KFH.86172.0 +3 -0
- training_args.bin +1 -1
config.json
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{
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"_name_or_path": "facebook/
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"activation_dropout": 0.
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"apply_spec_augment": true,
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"architectures": [
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"
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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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"
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"conv_dim": [
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512,
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512,
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"ctc_loss_reduction": "sum",
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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":
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"eos_token_id": 2,
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"feat_extract_activation": "gelu",
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"
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"feat_extract_norm": "layer",
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"feat_proj_dropout": 0.1,
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"
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"final_dropout": 0.
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"
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"hidden_act": "gelu",
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"hidden_dropout": 0.1,
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"
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"hidden_size": 1024,
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"id2label": {
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"0": "LABEL_0",
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"1": "LABEL_1",
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"2": "LABEL_2",
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"3": "LABEL_3"
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},
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"initializer_range": 0.02,
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"intermediate_size":
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"label2id": {
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"LABEL_0": 0,
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"LABEL_1": 1,
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"LABEL_2": 2,
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"LABEL_3": 3
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},
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"layer_norm_eps": 1e-05,
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"layerdrop": 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": 10,
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"mask_time_min_masks": 2,
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"mask_time_prob": 0.05,
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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":
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"pad_token_id": 0,
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"torch_dtype": "float32",
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"transformers_version": "4.40.2",
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"use_weighted_layer_sum": false,
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"vocab_size": 32
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}
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{
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"_name_or_path": "facebook/wav2vec2-base",
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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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"Wav2Vec2ForSequenceClassification"
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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": 256,
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"contrastive_logits_temperature": 0.1,
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"conv_bias": false,
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"conv_dim": [
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512,
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512,
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"ctc_loss_reduction": "sum",
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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": false,
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"eos_token_id": 2,
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"feat_extract_activation": "gelu",
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"feat_extract_norm": "group",
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"feat_proj_dropout": 0.1,
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"feat_quantizer_dropout": 0.0,
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"final_dropout": 0.0,
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"freeze_feat_extract_train": true,
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"hidden_act": "gelu",
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"hidden_dropout": 0.1,
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"hidden_size": 768,
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"layer_norm_eps": 1e-05,
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"layerdrop": 0.0,
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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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"no_mask_channel_overlap": false,
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"no_mask_time_overlap": false,
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"num_adapter_layers": 3,
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"num_attention_heads": 12,
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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": 12,
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"num_negatives": 100,
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"output_hidden_size": 768,
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"pad_token_id": 0,
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"proj_codevector_dim": 256,
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"tdnn_dilation": [
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1,
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3,
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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": "4.40.2",
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"use_weighted_layer_sum": false,
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"vocab_size": 32,
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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:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:06f971f9a2989c75c25fae5f70361706066378ae05a97a07c9a2693b7c179772
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size 378302312
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preprocessor_config.json
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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,
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"return_attention_mask":
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"sampling_rate": 16000
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}
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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": false,
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"sampling_rate": 16000
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}
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runs/Jun14_15-20-00_WIN-CEJF2NB9KFH/events.out.tfevents.1718349601.WIN-CEJF2NB9KFH.46136.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:1d62a333e058b2e35eb5b2bae2f2349b013ed7ca00e866e23ef94b452d356c28
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size 12014
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runs/Jun14_15-27-37_WIN-CEJF2NB9KFH/events.out.tfevents.1718350058.WIN-CEJF2NB9KFH.80928.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:906091bbd9af1257df3c80b4ca30d303865a1ffe30de8b246788357d63a03787
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size 12015
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runs/Jun14_15-41-15_WIN-CEJF2NB9KFH/events.out.tfevents.1718350876.WIN-CEJF2NB9KFH.86172.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:5734e8286e5d749a13f11e125a8af81a671812c39eee10b2348668af13491a42
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size 6951
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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size 4539
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version https://git-lfs.github.com/spec/v1
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size 4539
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