End of training

README.md

@@ -2,6 +2,8 @@
 license: cc-by-nc-4.0
 library_name: peft
 tags:
+- text-to-audio
+- sweet-dreambooths/black-eyed-peas-v1
 - generated_from_trainer
 base_model: facebook/musicgen-melody-large
 model-index:
@@ -16,7 +18,11 @@ should probably proofread and complete it, then remove this comment. -->
 [<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="200" height="32"/>](https://wandb.ai/sanchit-gandhi/black-eyed-peas/runs/gx94ih3e)
 # black-eyed-peas-v1-crafted-prompt-3-epochs-text-only-no-instance
 
-This model is a fine-tuned version of [facebook/musicgen-melody-large](https://huggingface.co/facebook/musicgen-melody-large) on an unknown dataset.
+This model is a fine-tuned version of [facebook/musicgen-melody-large](https://huggingface.co/facebook/musicgen-melody-large) on the SWEET-DREAMBOOTHS/BLACK-EYED-PEAS-V1 - DEFAULT dataset.
+It achieves the following results on the evaluation set:
+- Loss: 3.0975
+- Text Cosine Sim: 0.4931
+- Audio Cosine Sim: 0.5799
 
 ## Model description
 

all_results.json

@@ -0,0 +1,16 @@
+{
+    "epoch": 2.6879999999999997,
+    "eval_audio_cosine_sim": 0.5799151062965393,
+    "eval_loss": 3.0975494384765625,
+    "eval_runtime": 1080.4689,
+    "eval_samples": 12,
+    "eval_samples_per_second": 0.011,
+    "eval_steps_per_second": 0.011,
+    "eval_text_cosine_sim": 0.49306759238243103,
+    "total_flos": 247581948423984.0,
+    "train_loss": 9.755998475211006,
+    "train_runtime": 4057.189,
+    "train_samples": 125,
+    "train_samples_per_second": 0.092,
+    "train_steps_per_second": 0.005
+}

eval_results.json

@@ -0,0 +1,10 @@
+{
+    "epoch": 2.6879999999999997,
+    "eval_audio_cosine_sim": 0.5799151062965393,
+    "eval_loss": 3.0975494384765625,
+    "eval_runtime": 1080.4689,
+    "eval_samples": 12,
+    "eval_samples_per_second": 0.011,
+    "eval_steps_per_second": 0.011,
+    "eval_text_cosine_sim": 0.49306759238243103
+}

train_results.json

@@ -0,0 +1,9 @@
+{
+    "epoch": 2.6879999999999997,
+    "total_flos": 247581948423984.0,
+    "train_loss": 9.755998475211006,
+    "train_runtime": 4057.189,
+    "train_samples": 125,
+    "train_samples_per_second": 0.092,
+    "train_steps_per_second": 0.005
+}

trainer_state.json

@@ -0,0 +1,189 @@
+{
+  "best_metric": null,
+  "best_model_checkpoint": null,
+  "epoch": 2.6879999999999997,
+  "eval_steps": 30,
+  "global_step": 21,
+  "is_hyper_param_search": false,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
+    {
+      "epoch": 0.128,
+      "grad_norm": 1.7691179513931274,
+      "learning_rate": 2.857142857142857e-05,
+      "loss": 10.1767,
+      "step": 1
+    },
+    {
+      "epoch": 0.256,
+      "grad_norm": 1.533618450164795,
+      "learning_rate": 2.7142857142857144e-05,
+      "loss": 10.1053,
+      "step": 2
+    },
+    {
+      "epoch": 0.384,
+      "grad_norm": 1.8578174114227295,
+      "learning_rate": 2.5714285714285714e-05,
+      "loss": 10.1344,
+      "step": 3
+    },
+    {
+      "epoch": 0.512,
+      "grad_norm": 1.893380880355835,
+      "learning_rate": 2.4285714285714288e-05,
+      "loss": 10.0509,
+      "step": 4
+    },
+    {
+      "epoch": 0.64,
+      "grad_norm": 1.9985988140106201,
+      "learning_rate": 2.2857142857142858e-05,
+      "loss": 9.9777,
+      "step": 5
+    },
+    {
+      "epoch": 0.768,
+      "grad_norm": 2.318725109100342,
+      "learning_rate": 2.1428571428571428e-05,
+      "loss": 10.0346,
+      "step": 6
+    },
+    {
+      "epoch": 0.896,
+      "grad_norm": 2.3330538272857666,
+      "learning_rate": 1.9999999999999998e-05,
+      "loss": 10.0432,
+      "step": 7
+    },
+    {
+      "epoch": 1.024,
+      "grad_norm": 2.386380672454834,
+      "learning_rate": 1.8571428571428572e-05,
+      "loss": 9.9037,
+      "step": 8
+    },
+    {
+      "epoch": 1.152,
+      "grad_norm": 2.525782346725464,
+      "learning_rate": 1.7142857142857142e-05,
+      "loss": 9.8192,
+      "step": 9
+    },
+    {
+      "epoch": 1.28,
+      "grad_norm": 2.6987812519073486,
+      "learning_rate": 1.5714285714285715e-05,
+      "loss": 9.7915,
+      "step": 10
+    },
+    {
+      "epoch": 1.408,
+      "grad_norm": 2.681642532348633,
+      "learning_rate": 1.4285714285714285e-05,
+      "loss": 9.6911,
+      "step": 11
+    },
+    {
+      "epoch": 1.536,
+      "grad_norm": 2.9579291343688965,
+      "learning_rate": 1.2857142857142857e-05,
+      "loss": 9.6579,
+      "step": 12
+    },
+    {
+      "epoch": 1.6640000000000001,
+      "grad_norm": 3.073641300201416,
+      "learning_rate": 1.1428571428571429e-05,
+      "loss": 9.6782,
+      "step": 13
+    },
+    {
+      "epoch": 1.792,
+      "grad_norm": 3.179450035095215,
+      "learning_rate": 9.999999999999999e-06,
+      "loss": 9.5699,
+      "step": 14
+    },
+    {
+      "epoch": 1.92,
+      "grad_norm": 3.1641924381256104,
+      "learning_rate": 8.571428571428571e-06,
+      "loss": 9.5342,
+      "step": 15
+    },
+    {
+      "epoch": 2.048,
+      "grad_norm": 3.2276086807250977,
+      "learning_rate": 7.142857142857143e-06,
+      "loss": 9.5571,
+      "step": 16
+    },
+    {
+      "epoch": 2.176,
+      "grad_norm": 3.0624403953552246,
+      "learning_rate": 5.7142857142857145e-06,
+      "loss": 9.4244,
+      "step": 17
+    },
+    {
+      "epoch": 2.304,
+      "grad_norm": 3.3281595706939697,
+      "learning_rate": 4.2857142857142855e-06,
+      "loss": 9.4145,
+      "step": 18
+    },
+    {
+      "epoch": 2.432,
+      "grad_norm": 3.577859878540039,
+      "learning_rate": 2.8571428571428573e-06,
+      "loss": 9.499,
+      "step": 19
+    },
+    {
+      "epoch": 2.56,
+      "grad_norm": 3.7756576538085938,
+      "learning_rate": 1.4285714285714286e-06,
+      "loss": 9.4644,
+      "step": 20
+    },
+    {
+      "epoch": 2.6879999999999997,
+      "grad_norm": 3.3084795475006104,
+      "learning_rate": 0.0,
+      "loss": 9.348,
+      "step": 21
+    },
+    {
+      "epoch": 2.6879999999999997,
+      "step": 21,
+      "total_flos": 247581948423984.0,
+      "train_loss": 9.755998475211006,
+      "train_runtime": 4057.189,
+      "train_samples_per_second": 0.092,
+      "train_steps_per_second": 0.005
+    }
+  ],
+  "logging_steps": 1.0,
+  "max_steps": 21,
+  "num_input_tokens_seen": 0,
+  "num_train_epochs": 3,
+  "save_steps": 500,
+  "stateful_callbacks": {
+    "TrainerControl": {
+      "args": {
+        "should_epoch_stop": false,
+        "should_evaluate": false,
+        "should_log": false,
+        "should_save": false,
+        "should_training_stop": false
+      },
+      "attributes": {}
+    }
+  },
+  "total_flos": 247581948423984.0,
+  "train_batch_size": 1,
+  "trial_name": null,
+  "trial_params": null
+}