Model save
Browse files- README.md +57 -0
- adapter_config.json +46 -0
- adapter_model.safetensors +3 -0
- preprocessor_config.json +17 -0
- special_tokens_map.json +125 -0
- spiece.model +3 -0
- tokenizer.json +0 -0
- tokenizer_config.json +942 -0
- training_args.bin +3 -0
README.md
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---
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base_model: facebook/musicgen-melody
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library_name: peft
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license: cc-by-nc-4.0
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tags:
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- generated_from_trainer
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model-index:
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- name: musicgen-melody-lora-jay-test2-colab
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# musicgen-melody-lora-jay-test2-colab
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This model is a fine-tuned version of [facebook/musicgen-melody](https://huggingface.co/facebook/musicgen-melody) on an unknown dataset.
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 0.0002
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- train_batch_size: 2
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- eval_batch_size: 8
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- seed: 42
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- gradient_accumulation_steps: 8
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- total_train_batch_size: 16
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- optimizer: Adam with betas=(0.9,0.99) and epsilon=1e-08
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- lr_scheduler_type: linear
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- num_epochs: 8
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- mixed_precision_training: Native AMP
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### Training results
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### Framework versions
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- PEFT 0.13.2
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- Transformers 4.41.1
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- Pytorch 2.1.2+cu121
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- Datasets 3.1.0
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- Tokenizers 0.19.1
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adapter_config.json
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{
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"alpha_pattern": {},
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"auto_mapping": {
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"base_model_class": "MusicgenMelodyForConditionalGeneration",
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"parent_library": "transformers.models.musicgen_melody.modeling_musicgen_melody"
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},
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"base_model_name_or_path": "facebook/musicgen-melody",
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"bias": "none",
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"fan_in_fan_out": false,
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"inference_mode": true,
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"init_lora_weights": true,
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"layer_replication": null,
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"layers_pattern": null,
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"layers_to_transform": null,
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"loftq_config": {},
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"lora_alpha": 128,
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"lora_dropout": 0.05,
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"megatron_config": null,
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"megatron_core": "megatron.core",
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"modules_to_save": null,
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"peft_type": "LORA",
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"r": 128,
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"audio_enc_to_dec_proj",
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"enc_to_dec_proj",
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"q_proj",
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"fc2",
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"embed_tokens.1",
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"lm_heads.2",
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"embed_tokens.0",
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"lm_heads.0",
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"fc1",
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"out_proj",
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"k_proj",
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"lm_heads.1",
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"lm_heads.3",
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"v_proj",
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"embed_tokens.2",
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"embed_tokens.3"
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],
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"task_type": null,
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"use_dora": false,
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"use_rslora": false
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}
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adapter_model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:5200732bc1f736a329b892cbbd0df2b04636cb1c13834eaee19f2209beb3fb63
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size 696220336
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preprocessor_config.json
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{
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"chunk_length": 30,
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"feature_extractor_type": "MusicgenMelodyFeatureExtractor",
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"feature_size": 12,
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"hop_length": 4096,
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"n_fft": 16384,
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"n_samples": 960000,
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"padding_side": "right",
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"padding_value": 0.0,
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"processor_class": "MusicgenMelodyProcessor",
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"return_attention_mask": false,
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"sampling_rate": 32000,
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"stem_indices": [
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3,
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2
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]
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}
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special_tokens_map.json
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{
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"additional_special_tokens": [
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"rstrip": false,
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"single_word": false
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},
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"pad_token": {
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"content": "<pad>",
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"unk_token": {
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"content": "<unk>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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}
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}
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spiece.model
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version https://git-lfs.github.com/spec/v1
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oid sha256:d60acb128cf7b7f2536e8f38a5b18a05535c9e14c7a355904270e15b0945ea86
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size 791656
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tokenizer.json
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The diff for this file is too large to render.
See raw diff
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tokenizer_config.json
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| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"0": {
|
| 4 |
+
"content": "<pad>",
|
| 5 |
+
"lstrip": false,
|
| 6 |
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"<extra_id_39>",
|
| 869 |
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"<extra_id_40>",
|
| 870 |
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"<extra_id_41>",
|
| 871 |
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"<extra_id_42>",
|
| 872 |
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"<extra_id_43>",
|
| 873 |
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"<extra_id_44>",
|
| 874 |
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"<extra_id_45>",
|
| 875 |
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"<extra_id_46>",
|
| 876 |
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"<extra_id_47>",
|
| 877 |
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"<extra_id_48>",
|
| 878 |
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"<extra_id_49>",
|
| 879 |
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"<extra_id_50>",
|
| 880 |
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"<extra_id_51>",
|
| 881 |
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"<extra_id_52>",
|
| 882 |
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"<extra_id_53>",
|
| 883 |
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"<extra_id_54>",
|
| 884 |
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"<extra_id_55>",
|
| 885 |
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"<extra_id_56>",
|
| 886 |
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"<extra_id_57>",
|
| 887 |
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"<extra_id_58>",
|
| 888 |
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"<extra_id_59>",
|
| 889 |
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"<extra_id_60>",
|
| 890 |
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"<extra_id_61>",
|
| 891 |
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|
| 892 |
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|
| 893 |
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"<extra_id_64>",
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| 894 |
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"<extra_id_65>",
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| 895 |
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"<extra_id_66>",
|
| 896 |
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"<extra_id_67>",
|
| 897 |
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"<extra_id_68>",
|
| 898 |
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"<extra_id_69>",
|
| 899 |
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"<extra_id_70>",
|
| 900 |
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"<extra_id_71>",
|
| 901 |
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"<extra_id_72>",
|
| 902 |
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"<extra_id_73>",
|
| 903 |
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"<extra_id_74>",
|
| 904 |
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"<extra_id_75>",
|
| 905 |
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"<extra_id_76>",
|
| 906 |
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"<extra_id_77>",
|
| 907 |
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"<extra_id_78>",
|
| 908 |
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"<extra_id_79>",
|
| 909 |
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"<extra_id_80>",
|
| 910 |
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"<extra_id_81>",
|
| 911 |
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"<extra_id_82>",
|
| 912 |
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"<extra_id_83>",
|
| 913 |
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"<extra_id_84>",
|
| 914 |
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"<extra_id_85>",
|
| 915 |
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"<extra_id_86>",
|
| 916 |
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"<extra_id_87>",
|
| 917 |
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"<extra_id_88>",
|
| 918 |
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"<extra_id_89>",
|
| 919 |
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"<extra_id_90>",
|
| 920 |
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"<extra_id_91>",
|
| 921 |
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"<extra_id_92>",
|
| 922 |
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"<extra_id_93>",
|
| 923 |
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"<extra_id_94>",
|
| 924 |
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"<extra_id_95>",
|
| 925 |
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"<extra_id_96>",
|
| 926 |
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"<extra_id_97>",
|
| 927 |
+
"<extra_id_98>",
|
| 928 |
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"<extra_id_99>"
|
| 929 |
+
],
|
| 930 |
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"clean_up_tokenization_spaces": true,
|
| 931 |
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"eos_token": "</s>",
|
| 932 |
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"extra_ids": 100,
|
| 933 |
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"max_length": null,
|
| 934 |
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"model_max_length": 512,
|
| 935 |
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|
| 936 |
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"pad_token": "<pad>",
|
| 937 |
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|
| 938 |
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"padding_side": "right",
|
| 939 |
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"processor_class": "MusicgenMelodyProcessor",
|
| 940 |
+
"tokenizer_class": "T5Tokenizer",
|
| 941 |
+
"unk_token": "<unk>"
|
| 942 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9882b623b4d7954ccfa3ab8411e02ddb1211973d4ac3c1e93aa555ec2cb9a742
|
| 3 |
+
size 5304
|