Add Qwen LoRA adapter 20260202021832 (docker_git=c7dc4717151f258d429753905c774e99671117cc)
Browse files- models/qwen/20260202021832.json +155 -0
models/qwen/20260202021832.json
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| 1 |
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{
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| 2 |
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"timestamp_utc": "20260202021832",
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| 3 |
+
"repo_id": "mgump/audiorl_test",
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| 4 |
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"repo_revision": null,
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| 5 |
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"model_id": "Qwen/Qwen2-Audio-7B-Instruct",
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| 6 |
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"load_in_4bit": false,
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| 7 |
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"traits": [
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| 8 |
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"backgroundnoise",
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| 9 |
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"badmic",
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| 10 |
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"cutoff",
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| 11 |
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"fadeout",
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| 12 |
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"glitch",
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| 13 |
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"robot",
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| 14 |
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"silence",
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| 15 |
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"unclear",
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| 16 |
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"unnatural",
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| 17 |
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"verygood"
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| 18 |
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],
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| 19 |
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"epochs": 5,
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| 20 |
+
"limit_train_examples_per_epoch": 59,
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| 21 |
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"limit_val_examples": 10,
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| 22 |
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"lm_batch_size": 1,
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| 23 |
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"gradient_accumulation_steps": 1,
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| 24 |
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"learning_rate": 0.0001,
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| 25 |
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"warmup_ratio": 0.0,
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| 26 |
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"seed": 0,
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| 27 |
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"final_eval": {
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| 28 |
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"phase": "final_eval",
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| 29 |
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"runtime_s": 4.597632646560669,
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| 30 |
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"global_step": 295,
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| 31 |
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"eval_loss": 0.13134765625,
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| 32 |
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"eval_perplexity": 1.140364167134974,
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| 33 |
+
"eval_examples": 10,
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| 34 |
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"eval_batches": 10,
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| 35 |
+
"mlp_global_accuracy": 0.84,
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| 36 |
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"mlp_global_f1": 0.0,
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| 37 |
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"mlp_global_precision": 0.0,
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| 38 |
+
"mlp_global_recall": 0.0,
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| 39 |
+
"mlp_per_trait": {
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| 40 |
+
"backgroundnoise": {
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| 41 |
+
"accuracy": 1.0,
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| 42 |
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"precision": 0.0,
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| 43 |
+
"recall": 0.0,
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| 44 |
+
"f1": 0.0,
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| 45 |
+
"tp": 0.0,
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| 46 |
+
"fp": 0.0,
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| 47 |
+
"tn": 10.0,
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| 48 |
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"fn": 0.0
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| 49 |
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},
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| 50 |
+
"badmic": {
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| 51 |
+
"accuracy": 1.0,
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| 52 |
+
"precision": 0.0,
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| 53 |
+
"recall": 0.0,
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| 54 |
+
"f1": 0.0,
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| 55 |
+
"tp": 0.0,
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| 56 |
+
"fp": 0.0,
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| 57 |
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"tn": 10.0,
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| 58 |
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"fn": 0.0
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| 59 |
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},
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| 60 |
+
"cutoff": {
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| 61 |
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"accuracy": 0.7,
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| 62 |
+
"precision": 0.0,
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| 63 |
+
"recall": 0.0,
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| 64 |
+
"f1": 0.0,
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| 65 |
+
"tp": 0.0,
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| 66 |
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"fp": 0.0,
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| 67 |
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"tn": 7.0,
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| 68 |
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"fn": 3.0
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| 69 |
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},
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| 70 |
+
"fadeout": {
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| 71 |
+
"accuracy": 0.8,
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| 72 |
+
"precision": 0.0,
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| 73 |
+
"recall": 0.0,
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| 74 |
+
"f1": 0.0,
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| 75 |
+
"tp": 0.0,
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| 76 |
+
"fp": 0.0,
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| 77 |
+
"tn": 8.0,
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| 78 |
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"fn": 2.0
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| 79 |
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},
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| 80 |
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"glitch": {
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| 81 |
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"accuracy": 0.8,
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| 82 |
+
"precision": 0.0,
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| 83 |
+
"recall": 0.0,
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| 84 |
+
"f1": 0.0,
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| 85 |
+
"tp": 0.0,
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| 86 |
+
"fp": 0.0,
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| 87 |
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"tn": 8.0,
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| 88 |
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"fn": 2.0
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| 89 |
+
},
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| 90 |
+
"robot": {
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| 91 |
+
"accuracy": 0.8,
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| 92 |
+
"precision": 0.0,
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| 93 |
+
"recall": 0.0,
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| 94 |
+
"f1": 0.0,
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| 95 |
+
"tp": 0.0,
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| 96 |
+
"fp": 0.0,
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| 97 |
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"tn": 8.0,
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| 98 |
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"fn": 2.0
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| 99 |
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},
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| 100 |
+
"silence": {
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| 101 |
+
"accuracy": 0.9,
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| 102 |
+
"precision": 0.0,
|
| 103 |
+
"recall": 0.0,
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| 104 |
+
"f1": 0.0,
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| 105 |
+
"tp": 0.0,
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| 106 |
+
"fp": 0.0,
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| 107 |
+
"tn": 9.0,
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| 108 |
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"fn": 1.0
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| 109 |
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},
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| 110 |
+
"unclear": {
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| 111 |
+
"accuracy": 0.8,
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| 112 |
+
"precision": 0.0,
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| 113 |
+
"recall": 0.0,
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| 114 |
+
"f1": 0.0,
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| 115 |
+
"tp": 0.0,
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| 116 |
+
"fp": 1.0,
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| 117 |
+
"tn": 8.0,
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| 118 |
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"fn": 1.0
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| 119 |
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},
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| 120 |
+
"unnatural": {
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| 121 |
+
"accuracy": 0.8,
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| 122 |
+
"precision": 0.0,
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| 123 |
+
"recall": 0.0,
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| 124 |
+
"f1": 0.0,
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| 125 |
+
"tp": 0.0,
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| 126 |
+
"fp": 1.0,
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| 127 |
+
"tn": 8.0,
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| 128 |
+
"fn": 1.0
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| 129 |
+
},
|
| 130 |
+
"verygood": {
|
| 131 |
+
"accuracy": 0.8,
|
| 132 |
+
"precision": 0.0,
|
| 133 |
+
"recall": 0.0,
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| 134 |
+
"f1": 0.0,
|
| 135 |
+
"tp": 0.0,
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| 136 |
+
"fp": 0.0,
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| 137 |
+
"tn": 8.0,
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| 138 |
+
"fn": 2.0
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| 139 |
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}
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| 140 |
+
}
|
| 141 |
+
},
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| 142 |
+
"docker_git_commit": "c7dc4717151f258d429753905c774e99671117cc",
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| 143 |
+
"max_audio_seconds": 20.0,
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| 144 |
+
"mlp": {
|
| 145 |
+
"emb_dim": 4096,
|
| 146 |
+
"num_traits": 10,
|
| 147 |
+
"hidden_dim": 256,
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| 148 |
+
"dropout": 0.1,
|
| 149 |
+
"lr": 0.001,
|
| 150 |
+
"batch_size": 4,
|
| 151 |
+
"epochs": 10,
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| 152 |
+
"threshold": 0.5,
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| 153 |
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"dtype": "torch.bfloat16"
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| 154 |
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}
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| 155 |
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}
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