File size: 17,224 Bytes
0df71e0 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 | Training Log for Trelis/whisper-small-atc-5s ================================================== Base Model: openai/whisper-small Train Dataset(s): Trelis/atc-train-1gb-5s ================================================== [17:26:31] Starting pipeline... [17:26:31] [Modal] Submitting training job to Modal (H100 GPU)... [17:26:31] [Modal] Base model: openai/whisper-small [17:26:31] [Modal] Training on 1 dataset(s): [17:26:31] [Modal] - Trelis/atc-train-1gb-5s (split=train, weight=1.0) [17:27:01] [Modal] Function call started (ID: fc-01KHC0MER...) [17:27:01] [Modal] Starting training pipeline on H100 GPU [17:27:01] [Modal] Model type: whisper [17:27:01] [Modal] Embedding training: disabled [17:27:01] [Modal] Language: english (code: en) [17:27:01] [Modal] CUDA available: True [17:27:01] [Modal] GPU: NVIDIA H100 80GB HBM3 [17:27:01] [Modal] GPU memory: 79.2GB total [17:27:01] [Modal] ============================================================ [17:27:01] [Modal] PHASE 1: Baseline Evaluation [17:27:01] [Modal] ============================================================ [17:27:01] [Modal] Loading validation dataset: Trelis/atc-test-0.5s (split=validation) [17:27:04] [Modal] Loaded 50 validation samples [17:27:04] [Modal] Timestamps disabled - evaluating without timestamps [17:27:04] [Modal] [Baseline] Loading model: openai/whisper-small [17:27:13] [Modal] [Baseline] Evaluating on 50 samples (without timestamps) [17:27:16] [Modal] [Baseline] Progress: 10/50 samples [17:27:18] [Modal] [Baseline] Progress: 20/50 samples [17:27:20] [Modal] [Baseline] Progress: 30/50 samples [17:27:22] [Modal] [Baseline] Progress: 40/50 samples [17:27:24] [Modal] [Baseline] Progress: 50/50 samples [17:27:25] [Modal] [Baseline] WER: 55.54% (50 samples) [17:27:25] [Modal] ============================================================ [17:27:25] [Modal] PHASE 2: Training with Unsloth (Whisper) [17:27:25] [Modal] ============================================================ [17:27:25] [Modal] Loading model: openai/whisper-small [17:27:44] [Modal] Applying LoRA (rank=32, alpha=16) [17:27:46] [Modal] GPU memory after model+LoRA: 0.5GB / 1.5GB peak [17:27:47] [Modal] Loading 1 training dataset(s)... [17:27:47] [Modal] [1/1] Loading Trelis/atc-train-1gb-5s (split=train, weight=1.0) [17:27:54] [Modal] → 773 rows loaded [17:27:54] [Modal] Combined training set ready (1 source dataset(s)) [17:27:58] [Modal] Using 16 CPU workers for preprocessing... [17:27:59] [Modal] Dataset columns: ['audio', 'end_time', 'preconditioning', 'source_file', 'speech_duration', 'start_time', 'text', 'text_ts', 'word_timestamps'] [17:28:05] [Modal] Preprocessing complete in 6.8s [17:28:05] [Modal] Dataset: 773 train, 50 validation [17:28:05] [Modal] Using standard training (no timestamps) [17:28:06] [Modal] Total steps: 192, warmup: 19, eval every 38 [17:28:08] [Modal] WandB logging enabled: https://wandb.ai/trelis/trelis-whisper/runs/9t25aj0s [17:28:08] [Modal] Using bf16=True, fp16=False [17:28:08] [Modal] Starting training... [17:28:10] [Modal] Starting: 194 steps, 2 epoch(s) [17:28:26] [Modal] Step 1/194 (1%) | 0.7GB / 1.5GB peak | Elapsed: 0.3m | Remaining (est.): 54.6m [17:28:27] [Modal] → loss: 2.3299 | lr: 0.00e+00 [17:28:28] [Modal] → loss: 2.1221 | lr: 1.49e-05 [17:28:29] [Modal] → loss: 2.0013 | lr: 2.98e-05 [17:28:29] [Modal] → loss: 2.0711 | lr: 4.47e-05 [17:28:30] [Modal] → loss: 2.1186 | lr: 5.95e-05 [17:28:31] [Modal] → loss: 1.6283 | lr: 7.44e-05 [17:28:32] [Modal] → loss: 1.3640 | lr: 8.93e-05 [17:28:33] [Modal] → loss: 1.8667 | lr: 1.04e-04 [17:28:34] [Modal] → loss: 1.6002 | lr: 1.19e-04 [17:28:35] [Modal] → loss: 1.3362 | lr: 1.34e-04 [17:28:36] [Modal] → loss: 1.3025 | lr: 1.49e-04 [17:28:37] [Modal] → loss: 1.2618 | lr: 1.64e-04 [17:28:38] [Modal] → loss: 1.1943 | lr: 1.79e-04 [17:28:38] [Modal] → loss: 1.0101 | lr: 1.94e-04 [17:28:39] [Modal] → loss: 0.7797 | lr: 2.08e-04 [17:28:40] [Modal] → loss: 0.8930 | lr: 2.23e-04 [17:28:41] [Modal] → loss: 0.7497 | lr: 2.38e-04 [17:28:42] [Modal] → loss: 0.6871 | lr: 2.53e-04 [17:28:42] [Modal] Step 19/194 (10%) | 0.7GB / 1.7GB peak | Elapsed: 0.6m | Remaining (est.): 5.1m [17:28:43] [Modal] → loss: 0.9477 | lr: 2.68e-04 [17:28:44] [Modal] → loss: 0.8965 | lr: 2.83e-04 [17:28:45] [Modal] → loss: 0.8514 | lr: 2.83e-04 [17:28:46] [Modal] → loss: 0.4901 | lr: 2.83e-04 [17:28:47] [Modal] → loss: 0.7095 | lr: 2.83e-04 [17:28:47] [Modal] → loss: 0.4924 | lr: 2.83e-04 [17:28:48] [Modal] → loss: 0.6651 | lr: 2.83e-04 [17:28:49] [Modal] → loss: 0.3633 | lr: 2.83e-04 [17:28:50] [Modal] → loss: 0.4902 | lr: 2.83e-04 [17:28:51] [Modal] → loss: 0.4987 | lr: 2.83e-04 [17:28:52] [Modal] → loss: 0.4494 | lr: 2.83e-04 [17:28:53] [Modal] → loss: 0.4992 | lr: 2.83e-04 [17:28:54] [Modal] → loss: 0.4559 | lr: 2.83e-04 [17:28:54] [Modal] → loss: 0.4858 | lr: 2.83e-04 [17:28:55] [Modal] → loss: 0.4252 | lr: 2.83e-04 [17:28:56] [Modal] → loss: 0.4182 | lr: 2.83e-04 [17:28:57] [Modal] → loss: 0.3006 | lr: 2.83e-04 [17:28:58] [Modal] → loss: 0.3929 | lr: 2.83e-04 [17:28:59] [Modal] → loss: 0.6386 | lr: 2.83e-04 [17:28:59] [Modal] Step 38/194 (20%) | 0.7GB / 1.8GB peak | Elapsed: 0.8m | Remaining (est.): 3.4m [17:29:00] [Modal] → loss: 0.4370 | lr: 2.83e-04 [17:29:08] [Modal] → eval WER: 32.00% [17:29:08] [Modal] → eval loss: 2.3745 [17:29:09] [Modal] → loss: 0.5572 | lr: 2.83e-04 [17:29:10] [Modal] → loss: 0.5190 | lr: 2.83e-04 [17:29:11] [Modal] → loss: 0.4496 | lr: 2.83e-04 [17:29:12] [Modal] → loss: 0.3577 | lr: 2.83e-04 [17:29:13] [Modal] → loss: 0.3778 | lr: 2.83e-04 [17:29:14] [Modal] → loss: 0.4176 | lr: 2.83e-04 [17:29:15] [Modal] → loss: 0.3373 | lr: 2.83e-04 [17:29:15] [Modal] → loss: 0.3582 | lr: 2.83e-04 [17:29:16] [Modal] → loss: 0.3692 | lr: 2.83e-04 [17:29:17] [Modal] → loss: 0.2781 | lr: 2.83e-04 [17:29:18] [Modal] → loss: 0.4876 | lr: 2.83e-04 [17:29:19] [Modal] → loss: 0.3487 | lr: 2.83e-04 [17:29:20] [Modal] → loss: 0.3354 | lr: 2.83e-04 [17:29:21] [Modal] → loss: 0.3302 | lr: 2.83e-04 [17:29:21] [Modal] → loss: 0.3643 | lr: 2.83e-04 [17:29:22] [Modal] → loss: 0.2373 | lr: 2.83e-04 [17:29:23] [Modal] → loss: 0.2108 | lr: 2.83e-04 [17:29:24] [Modal] → loss: 0.3216 | lr: 2.83e-04 [17:29:24] [Modal] Step 57/194 (29%) | 0.7GB / 2.0GB peak | Elapsed: 1.3m | Remaining (est.): 3.0m [17:29:25] [Modal] → loss: 0.5381 | lr: 2.83e-04 [17:29:26] [Modal] → loss: 0.2253 | lr: 2.83e-04 [17:29:27] [Modal] → loss: 0.4422 | lr: 2.83e-04 [17:29:27] [Modal] → loss: 0.2200 | lr: 2.83e-04 [17:29:28] [Modal] → loss: 0.3603 | lr: 2.83e-04 [17:29:29] [Modal] → loss: 0.4015 | lr: 2.83e-04 [17:29:30] [Modal] → loss: 0.5429 | lr: 2.83e-04 [17:29:31] [Modal] → loss: 0.1828 | lr: 2.83e-04 [17:29:32] [Modal] → loss: 0.2900 | lr: 2.83e-04 [17:29:33] [Modal] → loss: 0.2399 | lr: 2.83e-04 [17:29:34] [Modal] → loss: 0.3815 | lr: 2.83e-04 [17:29:34] [Modal] → loss: 0.2039 | lr: 2.83e-04 [17:29:35] [Modal] → loss: 0.2422 | lr: 2.83e-04 [17:29:36] [Modal] → loss: 0.2882 | lr: 2.83e-04 [17:29:37] [Modal] → loss: 0.4586 | lr: 2.83e-04 [17:29:38] [Modal] → loss: 0.2304 | lr: 2.83e-04 [17:29:39] [Modal] → loss: 0.2747 | lr: 2.83e-04 [17:29:39] [Modal] → loss: 0.3175 | lr: 2.83e-04 [17:29:40] [Modal] → loss: 0.3844 | lr: 2.83e-04 [17:29:41] [Modal] Step 76/194 (39%) | 0.7GB / 2.2GB peak | Elapsed: 1.5m | Remaining (est.): 2.4m [17:29:41] [Modal] → loss: 0.2502 | lr: 2.83e-04 [17:29:46] [Modal] → eval WER: 36.46% [17:29:46] [Modal] → eval loss: 2.1419 [17:29:46] [Modal] → loss: 0.3407 | lr: 2.83e-04 [17:29:47] [Modal] → loss: 0.3717 | lr: 2.83e-04 [17:29:48] [Modal] → loss: 0.2611 | lr: 2.83e-04 [17:29:49] [Modal] → loss: 0.2145 | lr: 2.83e-04 [17:29:50] [Modal] → loss: 0.3324 | lr: 2.83e-04 [17:29:51] [Modal] → loss: 0.3564 | lr: 2.83e-04 [17:29:51] [Modal] → loss: 0.2651 | lr: 2.83e-04 [17:29:52] [Modal] → loss: 0.2515 | lr: 2.83e-04 [17:29:53] [Modal] → loss: 0.2271 | lr: 2.83e-04 [17:29:54] [Modal] → loss: 0.3093 | lr: 2.83e-04 [17:29:55] [Modal] → loss: 0.3045 | lr: 2.83e-04 [17:29:56] [Modal] → loss: 0.3189 | lr: 2.83e-04 [17:29:56] [Modal] → loss: 0.3456 | lr: 2.83e-04 [17:29:57] [Modal] → loss: 0.4432 | lr: 2.83e-04 [17:29:58] [Modal] → loss: 0.1967 | lr: 2.83e-04 [17:29:59] [Modal] → loss: 0.1607 | lr: 2.83e-04 [17:30:00] [Modal] → loss: 0.3514 | lr: 2.83e-04 [17:30:01] [Modal] → loss: 0.3115 | lr: 2.83e-04 [17:30:01] [Modal] Step 95/194 (49%) | 0.7GB / 2.2GB peak | Elapsed: 1.9m | Remaining (est.): 1.9m [17:30:01] [Modal] → loss: 0.4118 | lr: 2.83e-04 [17:30:02] [Modal] → loss: 0.3664 | lr: 2.83e-04 [17:30:07] [Modal] → loss: 0.2934 | lr: 2.83e-04 [17:30:09] [Modal] → loss: 0.1902 | lr: 2.83e-04 [17:30:10] [Modal] → loss: 0.1448 | lr: 2.83e-04 [17:30:11] [Modal] → loss: 0.1897 | lr: 2.83e-04 [17:30:11] [Modal] → loss: 0.1898 | lr: 2.83e-04 [17:30:12] [Modal] → loss: 0.1120 | lr: 2.83e-04 [17:30:13] [Modal] → loss: 0.0910 | lr: 2.83e-04 [17:30:14] [Modal] → loss: 0.1560 | lr: 2.83e-04 [17:30:15] [Modal] → loss: 0.1207 | lr: 2.83e-04 [17:30:16] [Modal] → loss: 0.1116 | lr: 2.83e-04 [17:30:16] [Modal] → loss: 0.1631 | lr: 2.83e-04 [17:30:17] [Modal] → loss: 0.1139 | lr: 2.83e-04 [17:30:18] [Modal] → loss: 0.1423 | lr: 2.83e-04 [17:30:19] [Modal] → loss: 0.1053 | lr: 2.83e-04 [17:30:20] [Modal] → loss: 0.1643 | lr: 2.83e-04 [17:30:21] [Modal] → loss: 0.1670 | lr: 2.83e-04 [17:30:21] [Modal] → loss: 0.1602 | lr: 2.83e-04 [17:30:22] [Modal] Step 114/194 (59%) | 0.7GB / 2.2GB peak | Elapsed: 2.2m | Remaining (est.): 1.6m [17:30:22] [Modal] → loss: 0.1643 | lr: 2.83e-04 [17:30:27] [Modal] → eval WER: 38.00% [17:30:27] [Modal] → eval loss: 2.1524 [17:30:28] [Modal] → loss: 0.2266 | lr: 2.83e-04 [17:30:28] [Modal] → loss: 0.2959 | lr: 2.83e-04 [17:30:29] [Modal] → loss: 0.1132 | lr: 2.83e-04 [17:30:30] [Modal] → loss: 0.1520 | lr: 2.83e-04 [17:30:31] [Modal] → loss: 0.1368 | lr: 2.83e-04 [17:30:32] [Modal] → loss: 0.1382 | lr: 2.83e-04 [17:30:33] [Modal] → loss: 0.1178 | lr: 2.83e-04 [17:30:34] [Modal] → loss: 0.1533 | lr: 2.83e-04 [17:30:34] [Modal] → loss: 0.1473 | lr: 2.83e-04 [17:30:35] [Modal] → loss: 0.1891 | lr: 2.83e-04 [17:30:36] [Modal] → loss: 0.2052 | lr: 2.83e-04 [17:30:37] [Modal] → loss: 0.1201 | lr: 2.83e-04 [17:30:38] [Modal] → loss: 0.0984 | lr: 2.83e-04 [17:30:39] [Modal] → loss: 0.1177 | lr: 2.83e-04 [17:30:39] [Modal] → loss: 0.1342 | lr: 2.83e-04 [17:30:40] [Modal] → loss: 0.1048 | lr: 2.83e-04 [17:30:41] [Modal] → loss: 0.1401 | lr: 2.83e-04 [17:30:42] [Modal] → loss: 0.1360 | lr: 2.83e-04 [17:30:42] [Modal] Step 133/194 (69%) | 0.7GB / 2.2GB peak | Elapsed: 2.6m | Remaining (est.): 1.2m [17:30:43] [Modal] → loss: 0.1168 | lr: 2.83e-04 [17:30:44] [Modal] → loss: 0.1285 | lr: 2.83e-04 [17:30:44] [Modal] → loss: 0.1482 | lr: 2.83e-04 [17:30:45] [Modal] → loss: 0.1491 | lr: 2.83e-04 [17:30:46] [Modal] → loss: 0.1346 | lr: 2.83e-04 [17:30:47] [Modal] → loss: 0.1408 | lr: 2.83e-04 [17:30:48] [Modal] → loss: 0.1223 | lr: 2.83e-04 [17:30:49] [Modal] → loss: 0.1484 | lr: 2.83e-04 [17:30:49] [Modal] → loss: 0.0957 | lr: 2.83e-04 [17:30:50] [Modal] → loss: 0.1250 | lr: 2.83e-04 [17:30:51] [Modal] → loss: 0.1546 | lr: 2.83e-04 [17:30:52] [Modal] → loss: 0.1050 | lr: 2.83e-04 [17:30:53] [Modal] → loss: 0.1384 | lr: 2.83e-04 [17:30:54] [Modal] → loss: 0.1520 | lr: 2.83e-04 [17:30:55] [Modal] → loss: 0.0722 | lr: 2.83e-04 [17:30:55] [Modal] → loss: 0.1274 | lr: 2.83e-04 [17:30:56] [Modal] → loss: 0.1120 | lr: 2.83e-04 [17:30:57] [Modal] → loss: 0.0849 | lr: 2.83e-04 [17:30:58] [Modal] → loss: 0.1333 | lr: 2.83e-04 [17:30:58] [Modal] Step 152/194 (78%) | 0.7GB / 2.2GB peak | Elapsed: 2.8m | Remaining (est.): 0.8m [17:30:59] [Modal] → loss: 0.1893 | lr: 2.83e-04 [17:31:03] [Modal] → eval WER: 38.00% [17:31:03] [Modal] → eval loss: 2.0244 [17:31:04] [Modal] → loss: 0.1646 | lr: 2.83e-04 [17:31:05] [Modal] → loss: 0.1449 | lr: 2.83e-04 [17:31:06] [Modal] → loss: 0.1457 | lr: 2.83e-04 [17:31:07] [Modal] → loss: 0.1314 | lr: 2.83e-04 [17:31:08] [Modal] → loss: 0.0428 | lr: 2.83e-04 [17:31:08] [Modal] → loss: 0.2189 | lr: 2.83e-04 [17:31:09] [Modal] → loss: 0.1064 | lr: 2.83e-04 [17:31:10] [Modal] → loss: 0.0731 | lr: 2.83e-04 [17:31:11] [Modal] → loss: 0.1845 | lr: 2.83e-04 [17:31:12] [Modal] → loss: 0.0760 | lr: 2.83e-04 [17:31:13] [Modal] → loss: 0.0739 | lr: 2.83e-04 [17:31:14] [Modal] → loss: 0.1159 | lr: 2.83e-04 [17:31:15] [Modal] → loss: 0.2086 | lr: 2.83e-04 [17:31:15] [Modal] → loss: 0.0437 | lr: 2.83e-04 [17:31:16] [Modal] → loss: 0.0768 | lr: 2.83e-04 [17:31:17] [Modal] → loss: 0.1482 | lr: 2.83e-04 [17:31:18] [Modal] → loss: 0.1210 | lr: 2.83e-04 [17:31:19] [Modal] → loss: 0.0805 | lr: 2.83e-04 [17:31:19] [Modal] Step 171/194 (88%) | 0.7GB / 2.2GB peak | Elapsed: 3.2m | Remaining (est.): 0.4m [17:31:20] [Modal] → loss: 0.1307 | lr: 2.83e-04 [17:31:21] [Modal] → loss: 0.1167 | lr: 2.83e-04 [17:31:21] [Modal] → loss: 0.1513 | lr: 2.83e-04 [17:31:22] [Modal] → loss: 0.0839 | lr: 2.83e-04 [17:31:23] [Modal] → loss: 0.1827 | lr: 2.83e-04 [17:31:24] [Modal] → loss: 0.2314 | lr: 2.83e-04 [17:31:25] [Modal] → loss: 0.1747 | lr: 2.83e-04 [17:31:26] [Modal] → loss: 0.1327 | lr: 2.83e-04 [17:31:26] [Modal] → loss: 0.1489 | lr: 2.83e-04 [17:31:27] [Modal] → loss: 0.0726 | lr: 2.83e-04 [17:31:28] [Modal] → loss: 0.0547 | lr: 2.83e-04 [17:31:29] [Modal] → loss: 0.1263 | lr: 2.83e-04 [17:31:30] [Modal] → loss: 0.1081 | lr: 2.83e-04 [17:31:31] [Modal] → loss: 0.1347 | lr: 2.83e-04 [17:31:31] [Modal] → loss: 0.0906 | lr: 2.83e-04 [17:31:32] [Modal] → loss: 0.1503 | lr: 2.83e-04 [17:31:33] [Modal] → loss: 0.0751 | lr: 2.83e-04 [17:31:34] [Modal] → loss: 0.0948 | lr: 2.83e-04 [17:31:35] [Modal] → loss: 0.1094 | lr: 2.83e-04 [17:31:35] [Modal] Step 190/194 (98%) | 0.7GB / 2.2GB peak | Elapsed: 3.4m | Remaining (est.): 0.1m [17:31:36] [Modal] → loss: 0.1568 | lr: 2.83e-04 [17:31:40] [Modal] → eval WER: 39.54% [17:31:40] [Modal] → eval loss: 2.0737 [17:31:41] [Modal] → loss: 0.1000 | lr: 2.83e-04 [17:31:42] [Modal] → loss: 0.1545 | lr: 2.83e-04 [17:31:42] [Modal] → loss: 0.0726 | lr: 2.83e-04 [17:31:42] [Modal] Step 194/194 (100%) | 0.7GB / 2.2GB peak | Elapsed: 3.6m | Remaining (est.): 0.0m [17:31:42] [Modal] → loss: 0.1180 | lr: 2.83e-04 [17:31:43] [Modal] Training complete in 3.6 minutes [17:31:43] [Modal] Training metrics: 3.6 min, loss=0.3593 [17:31:43] [Modal] Peak GPU memory during training: 0.7GB / 2.2GB peak [17:31:43] [Modal] Merging LoRA weights... [17:31:46] [Modal] Saved generation config from base model [17:31:46] [Modal] Saved merged model to /tmp/merged_model [17:31:46] [Modal] Pushing model to HuggingFace Hub: Trelis/whisper-small-atc-5s... [17:32:32] [Modal] Model pushed: https://huggingface.co/Trelis/whisper-small-atc-5s [17:32:32] [Modal] Converting to CTranslate2 format (bfloat16)... [17:32:33] [Modal] CTranslate2 conversion complete [17:33:02] [Modal] CTranslate2 pushed: https://huggingface.co/Trelis/whisper-small-atc-5s/tree/ctranslate2 [17:33:02] [Modal] Syncing WandB logs... [17:33:03] [Modal] WandB sync complete [17:33:03] [Modal] ============================================================ [17:33:03] [Modal] PHASE 3: Final Evaluation [17:33:03] [Modal] ============================================================ [17:33:04] [Modal] [Final] Loading model: /tmp/merged_model [17:33:04] [Modal] [Final] Evaluating on 50 samples (without timestamps) [17:33:18] [Modal] [Final] Progress: 10/50 samples [17:33:24] [Modal] [Final] Progress: 20/50 samples [17:33:33] [Modal] [Final] Progress: 30/50 samples [17:33:36] [Modal] [Final] Progress: 40/50 samples [17:33:45] [Modal] [Final] Progress: 50/50 samples [17:33:46] [Modal] [Final] WER: 69.23% (50 samples) [17:33:46] [Modal] ============================================================ [17:33:46] [Modal] TRAINING COMPLETE - SUMMARY [17:33:46] [Modal] ============================================================ [17:33:46] [Modal] Baseline WER: 55.54% [17:33:46] [Modal] Final WER: 69.23% [17:33:46] [Modal] Regression: 13.69 percentage points [17:33:46] [Modal] ============================================================ [17:33:46] [Modal] Cleaned up temporary training files [17:33:46] [Modal] Training complete: loss=0.3593, runtime=3.6min [17:33:46] [Modal] Baseline WER: 55.54% [17:33:46] [Modal] Final WER: 69.23% [17:33:46] [Upload] Model pushed by Modal, uploading additional files... [17:33:46] [Upload] Uploading model card... [17:33:47] [Upload] Uploading training logs... |