Training in progress, step 36
Browse files- AudioLM_gen/generated.wav +0 -0
- AudioLM_gen/generated2.wav +0 -0
- AudioLM_gen/generated3.wav +0 -0
- README.md +59 -0
- adapter_config.json +46 -0
- adapter_model.safetensors +3 -0
- generated4.wav +0 -0
- generated5.wav +0 -0
- generated6.wav +0 -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
- trainer_state.json +1120 -0
- training_args.bin +3 -0
AudioLM_gen/generated.wav
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Binary file (328 kB). View file
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AudioLM_gen/generated2.wav
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Binary file (328 kB). View file
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AudioLM_gen/generated3.wav
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Binary file (328 kB). View file
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README.md
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| 1 |
+
---
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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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+
- text-to-audio
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+
- Punk
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+
- generated_from_trainer
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model-index:
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+
- name: Classical-Data
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+
results: []
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+
---
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| 13 |
+
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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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+
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+
# Classical-Data
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This model is a fine-tuned version of [facebook/musicgen-melody](https://huggingface.co/facebook/musicgen-melody) on the PlutoG99001/Classical-clean dataset.
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## Model description
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More information needed
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+
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## Intended uses & limitations
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More information needed
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+
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## Training and evaluation data
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More information needed
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+
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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: 4
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- total_train_batch_size: 8
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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: 4
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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 0.12.0
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- Transformers 4.45.0.dev0
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- Pytorch 2.1.2+cu121
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| 58 |
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- Datasets 2.21.0
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- Tokenizers 0.19.1
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adapter_config.json
ADDED
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@@ -0,0 +1,46 @@
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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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| 9 |
+
"fan_in_fan_out": false,
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| 10 |
+
"inference_mode": true,
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| 11 |
+
"init_lora_weights": true,
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| 12 |
+
"layer_replication": null,
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| 13 |
+
"layers_pattern": null,
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| 14 |
+
"layers_to_transform": null,
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"loftq_config": {},
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"lora_alpha": 16,
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| 17 |
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"lora_dropout": 0.05,
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| 18 |
+
"megatron_config": null,
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"megatron_core": "megatron.core",
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| 20 |
+
"modules_to_save": null,
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| 21 |
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"peft_type": "LORA",
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"r": 16,
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"rank_pattern": {},
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| 24 |
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"revision": null,
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| 25 |
+
"target_modules": [
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| 26 |
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"embed_tokens.2",
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"q_proj",
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| 28 |
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"embed_tokens.1",
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| 29 |
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"out_proj",
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| 30 |
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"v_proj",
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| 31 |
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"lm_heads.3",
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"embed_tokens.0",
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"enc_to_dec_proj",
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"fc1",
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"embed_tokens.3",
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"fc2",
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"lm_heads.0",
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"k_proj",
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"lm_heads.1",
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"lm_heads.2",
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"audio_enc_to_dec_proj"
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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 sha256:9b9ba58f03c173d91b28bfd258cbc6dbdeccf83738a9933fcbb9985adc599a31
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| 3 |
+
size 87103456
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generated4.wav
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generated5.wav
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Binary file (328 kB). View file
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generated6.wav
ADDED
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Binary file (328 kB). View file
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preprocessor_config.json
ADDED
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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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| 12 |
+
"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
ADDED
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@@ -0,0 +1,125 @@
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{
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| 2 |
+
"additional_special_tokens": [
|
| 3 |
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|
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| 69 |
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| 70 |
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| 71 |
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| 72 |
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| 73 |
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| 74 |
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| 77 |
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| 81 |
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| 85 |
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|
| 86 |
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|
| 87 |
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| 88 |
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|
| 89 |
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|
| 90 |
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|
| 91 |
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| 92 |
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|
| 93 |
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|
| 94 |
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|
| 95 |
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"<extra_id_92>",
|
| 96 |
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|
| 97 |
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|
| 98 |
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"<extra_id_95>",
|
| 99 |
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|
| 100 |
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"<extra_id_97>",
|
| 101 |
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"<extra_id_98>",
|
| 102 |
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"<extra_id_99>"
|
| 103 |
+
],
|
| 104 |
+
"eos_token": {
|
| 105 |
+
"content": "</s>",
|
| 106 |
+
"lstrip": false,
|
| 107 |
+
"normalized": false,
|
| 108 |
+
"rstrip": false,
|
| 109 |
+
"single_word": false
|
| 110 |
+
},
|
| 111 |
+
"pad_token": {
|
| 112 |
+
"content": "<pad>",
|
| 113 |
+
"lstrip": false,
|
| 114 |
+
"normalized": false,
|
| 115 |
+
"rstrip": false,
|
| 116 |
+
"single_word": false
|
| 117 |
+
},
|
| 118 |
+
"unk_token": {
|
| 119 |
+
"content": "<unk>",
|
| 120 |
+
"lstrip": false,
|
| 121 |
+
"normalized": false,
|
| 122 |
+
"rstrip": false,
|
| 123 |
+
"single_word": false
|
| 124 |
+
}
|
| 125 |
+
}
|
spiece.model
ADDED
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@@ -0,0 +1,3 @@
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|
| 1 |
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version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d60acb128cf7b7f2536e8f38a5b18a05535c9e14c7a355904270e15b0945ea86
|
| 3 |
+
size 791656
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tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
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tokenizer_config.json
ADDED
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@@ -0,0 +1,942 @@
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|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
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|
| 4 |
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| 5 |
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| 6 |
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| 7 |
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| 8 |
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| 9 |
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| 10 |
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| 11 |
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| 12 |
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| 13 |
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| 14 |
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| 15 |
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| 16 |
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| 17 |
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| 18 |
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| 19 |
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| 20 |
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| 21 |
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| 22 |
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| 23 |
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| 24 |
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| 25 |
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| 26 |
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| 27 |
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| 28 |
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| 29 |
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| 32 |
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| 33 |
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| 34 |
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| 35 |
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|
| 36 |
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| 37 |
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| 38 |
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| 40 |
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| 41 |
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| 42 |
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| 43 |
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| 44 |
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| 45 |
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| 46 |
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| 49 |
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| 50 |
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| 51 |
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| 52 |
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| 53 |
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| 54 |
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| 60 |
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| 61 |
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| 64 |
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| 66 |
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| 68 |
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| 69 |
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| 70 |
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| 72 |
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| 73 |
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| 74 |
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| 75 |
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| 76 |
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| 77 |
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| 78 |
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| 82 |
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| 84 |
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| 92 |
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| 93 |
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| 101 |
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| 106 |
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| 164 |
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| 194 |
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| 195 |
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| 196 |
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| 281 |
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| 282 |
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| 283 |
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| 284 |
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| 285 |
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| 293 |
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| 321 |
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| 322 |
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| 340 |
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+
"<extra_id_23>",
|
| 853 |
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"<extra_id_24>",
|
| 854 |
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"<extra_id_25>",
|
| 855 |
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"<extra_id_26>",
|
| 856 |
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"<extra_id_27>",
|
| 857 |
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"<extra_id_28>",
|
| 858 |
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"<extra_id_29>",
|
| 859 |
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"<extra_id_30>",
|
| 860 |
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"<extra_id_31>",
|
| 861 |
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"<extra_id_32>",
|
| 862 |
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"<extra_id_33>",
|
| 863 |
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"<extra_id_34>",
|
| 864 |
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"<extra_id_35>",
|
| 865 |
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"<extra_id_36>",
|
| 866 |
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"<extra_id_37>",
|
| 867 |
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"<extra_id_38>",
|
| 868 |
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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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|
| 890 |
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|
| 891 |
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|
| 892 |
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|
| 893 |
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|
| 894 |
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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 |
+
"<extra_id_80>",
|
| 910 |
+
"<extra_id_81>",
|
| 911 |
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"<extra_id_82>",
|
| 912 |
+
"<extra_id_83>",
|
| 913 |
+
"<extra_id_84>",
|
| 914 |
+
"<extra_id_85>",
|
| 915 |
+
"<extra_id_86>",
|
| 916 |
+
"<extra_id_87>",
|
| 917 |
+
"<extra_id_88>",
|
| 918 |
+
"<extra_id_89>",
|
| 919 |
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"<extra_id_90>",
|
| 920 |
+
"<extra_id_91>",
|
| 921 |
+
"<extra_id_92>",
|
| 922 |
+
"<extra_id_93>",
|
| 923 |
+
"<extra_id_94>",
|
| 924 |
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"<extra_id_95>",
|
| 925 |
+
"<extra_id_96>",
|
| 926 |
+
"<extra_id_97>",
|
| 927 |
+
"<extra_id_98>",
|
| 928 |
+
"<extra_id_99>"
|
| 929 |
+
],
|
| 930 |
+
"clean_up_tokenization_spaces": true,
|
| 931 |
+
"eos_token": "</s>",
|
| 932 |
+
"extra_ids": 100,
|
| 933 |
+
"max_length": null,
|
| 934 |
+
"model_max_length": 512,
|
| 935 |
+
"pad_to_multiple_of": null,
|
| 936 |
+
"pad_token": "<pad>",
|
| 937 |
+
"pad_token_type_id": 0,
|
| 938 |
+
"padding_side": "right",
|
| 939 |
+
"processor_class": "MusicgenMelodyProcessor",
|
| 940 |
+
"tokenizer_class": "T5Tokenizer",
|
| 941 |
+
"unk_token": "<unk>"
|
| 942 |
+
}
|
trainer_state.json
ADDED
|
@@ -0,0 +1,1120 @@
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