Training in progress, step 4

README.md

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+---
+base_model: facebook/musicgen-large
+library_name: peft
+license: cc-by-nc-4.0
+tags:
+- text-to-audio
+- acid_data
+- generated_from_trainer
+model-index:
+- name: musicgen-large-lora-acid_techno_2ep_10da-colab
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+# musicgen-large-lora-acid_techno_2ep_10da-colab
+
+This model is a fine-tuned version of [facebook/musicgen-large](https://huggingface.co/facebook/musicgen-large) on the ShaySha/acid_data dataset.
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 0.0002
+- train_batch_size: 2
+- eval_batch_size: 8
+- seed: 42
+- gradient_accumulation_steps: 8
+- total_train_batch_size: 16
+- optimizer: Use adamw_torch with betas=(0.9,0.99) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
+- lr_scheduler_type: linear
+- num_epochs: 2
+- mixed_precision_training: Native AMP
+
+### Training results
+
+
+
+### Framework versions
+
+- PEFT 0.13.2
+- Transformers 4.47.0.dev0
+- Pytorch 2.1.2+cu121
+- Datasets 3.1.0
+- Tokenizers 0.20.1

adapter_config.json

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+{
+  "alpha_pattern": {},
+  "auto_mapping": {
+    "base_model_class": "MusicgenForConditionalGeneration",
+    "parent_library": "transformers.models.musicgen.modeling_musicgen"
+  },
+  "base_model_name_or_path": "facebook/musicgen-large",
+  "bias": "none",
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": true,
+  "layer_replication": null,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 16,
+  "lora_dropout": 0.05,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "r": 16,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "embed_tokens.1",
+    "lm_heads.0",
+    "out_proj",
+    "enc_to_dec_proj",
+    "lm_heads.1",
+    "lm_heads.2",
+    "audio_enc_to_dec_proj",
+    "k_proj",
+    "fc1",
+    "fc2",
+    "embed_tokens.3",
+    "q_proj",
+    "embed_tokens.0",
+    "lm_heads.3",
+    "v_proj",
+    "embed_tokens.2"
+  ],
+  "task_type": null,
+  "use_dora": false,
+  "use_rslora": false
+}

adapter_model.safetensors

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preprocessor_config.json

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+  "feature_extractor_type": "EncodecFeatureExtractor",
+  "feature_size": 1,
+  "overlap": null,
+  "padding_side": "left",
+  "padding_value": 0.0,
+  "processor_class": "MusicgenProcessor",
+  "return_attention_mask": true,
+  "sampling_rate": 32000
+}

special_tokens_map.json

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