Training in progress, step 500
Browse files- README.md +59 -0
- adapter_config.json +49 -0
- adapter_model.safetensors +3 -0
- preprocessor_config.json +11 -0
- special_tokens_map.json +125 -0
- spiece.model +3 -0
- tokenizer.json +0 -0
- tokenizer_config.json +940 -0
- trainer_state.json +518 -0
- training_args.bin +3 -0
README.md
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---
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library_name: peft
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license: cc-by-nc-4.0
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base_model: facebook/musicgen-small
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tags:
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- text-to-audio
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- chords
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- generated_from_trainer
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model-index:
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- name: musicgen-small-lora-aminmaj-chords
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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-small-lora-aminmaj-chords
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This model is a fine-tuned version of [facebook/musicgen-small](https://huggingface.co/facebook/musicgen-small) on the megwei/syntheory 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: Use adamw_torch with betas=(0.9,0.99) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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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 0.14.0
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- Transformers 4.48.1
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- Pytorch 2.1.2+cu121
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- Datasets 3.2.0
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- Tokenizers 0.21.0
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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": "MusicgenForConditionalGeneration",
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"parent_library": "transformers.models.musicgen.modeling_musicgen"
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},
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"base_model_name_or_path": "facebook/musicgen-small",
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"bias": "none",
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"eva_config": null,
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"exclude_modules": null,
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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_bias": false,
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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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"embed_tokens.3",
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"lm_heads.1",
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"enc_to_dec_proj",
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"lm_heads.0",
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"embed_tokens.1",
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"embed_tokens.2",
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"lm_heads.2",
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"embed_tokens.0",
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"v_proj",
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"audio_enc_to_dec_proj",
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"fc2",
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"q_proj",
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"k_proj",
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"fc1",
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"out_proj",
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"lm_heads.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 sha256:9199088bf211370f0e575555b81353ca889a7e02612a42e9d91d1983a145b8e9
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size 42656200
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preprocessor_config.json
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{
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"chunk_length_s": null,
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"feature_extractor_type": "EncodecFeatureExtractor",
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"feature_size": 1,
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"overlap": null,
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"padding_side": "left",
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"padding_value": 0.0,
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"processor_class": "MusicgenProcessor",
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"return_attention_mask": true,
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"sampling_rate": 32000
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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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],
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"single_word": false
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},
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"pad_token": {
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},
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"unk_token": {
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"rstrip": 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 |
+
{
|
| 2 |
+
"add_prefix_space": null,
|
| 3 |
+
"added_tokens_decoder": {
|
| 4 |
+
"0": {
|
| 5 |
+
"content": "<pad>",
|
| 6 |
+
"lstrip": false,
|
| 7 |
+
"normalized": false,
|
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trainer_state.json
ADDED
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@@ -0,0 +1,518 @@
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training_args.bin
ADDED
|
@@ -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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| 2 |
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oid sha256:2f6ce4f69b48a9ef09bce85a7392345fe0247e844f88b82be926a34a333e6fa8
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| 3 |
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size 5496
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