Commit
•
c9747e5
1
Parent(s):
c41a2a4
End of training
Browse files- README.md +59 -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
- trainer_state.json +84 -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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- text-to-audio
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- ivan
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- generated_from_trainer
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model-index:
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- name: musicgen-melody-lora-ivan2-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-ivan2-colab
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This model is a fine-tuned version of [facebook/musicgen-melody](https://huggingface.co/facebook/musicgen-melody) on the ivan 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: 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 0.11.1
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- Transformers 4.43.0.dev0
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- Pytorch 2.1.2+cu121
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- Datasets 2.20.0
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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": 16,
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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": 16,
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"fc2",
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"k_proj",
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"out_proj",
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"v_proj",
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"q_proj",
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"lm_heads.0",
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"lm_heads.1",
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"lm_heads.3",
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"embed_tokens.1",
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"embed_tokens.3",
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"fc1",
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"enc_to_dec_proj",
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"audio_enc_to_dec_proj",
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"embed_tokens.2",
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"embed_tokens.0",
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"lm_heads.2"
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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 sha256:96a3d71529b2cbe2c3c451db9bc51f18b656c4d37cfc69009c643136be6d028e
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size 87103456
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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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"<extra_id_0>",
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"<extra_id_99>"
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],
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"eos_token": {
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"content": "</s>",
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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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"pad_token": {
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"content": "<pad>",
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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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"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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tokenizer_config.json
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| 1 |
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{
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| 3 |
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trainer_state.json
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training_args.bin
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
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size 5368
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