Weights from run r46-general (pushed by pipeline; card not yet updated)

Fritter.nemo

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 size 2472212480

training/r46-general/config.json

@@ -0,0 +1,66 @@
+{
+ "run": "r46-general",
+ "base_model": "nvidia/parakeet-tdt-0.6b-v2",
+ "delta_old_ratio": 3.0,
+ "init_from": "runs/r39-general/model.nemo",
+ "parent": "r39-general",
+ "rav_sha": "958915c0562abc39b5aa3f6b8787b8078b08f8c3",
+ "data": "general",
+ "english_share": null,
+ "replay_share": 0.1,
+ "speed_perturb": {
+  "prob": 1.0,
+  "sr": 16000,
+  "resample_type": "kaiser_fast",
+  "min_speed_rate": 0.9,
+  "max_speed_rate": 1.1,
+  "num_rates": 3
+ },
+ "avg_last": 0,
+ "max_rows": null,
+ "epochs": 3,
+ "lr": 1e-05,
+ "batch_size": 16,
+ "seed": 7,
+ "mix": {
+  "blend": "general",
+  "cs_min": 1630.4,
+  "own_en_min": 0.0,
+  "replay_min": 181.2,
+  "total_min": 1992.7,
+  "n": 24038,
+  "priority_rows": 4688,
+  "priority_extra_min": 181.1,
+  "priority_repeat": 3,
+  "primary_min": 1630.4,
+  "primary_cs_min": 0.0,
+  "replay_share_actual": 0.091,
+  "delta": {
+   "parent": "r39-general",
+   "new_rows": 4868,
+   "new_unique": 4225,
+   "new_min": 316.5,
+   "new_cs_min": 0.0,
+   "old_rows": 14604,
+   "old_min": 1286.9,
+   "full_mix_rows": 24038,
+   "rows": 19472,
+   "total_min": 1603.4
+  }
+ },
+ "targets": {
+  "train": {
+   "plain": 19449,
+   "full": 4,
+   "fallback": 19,
+   "dropped": 0
+  },
+  "val": {
+   "plain": 1331,
+   "full": 0,
+   "fallback": 2,
+   "dropped": 0
+  },
+  "charset": "parakeet-tdt-0.6b-v2"
+ }
+}

training/r46-general/result.json

@@ -0,0 +1,71 @@
+{
+ "run": "r46-general",
+ "base_model": "nvidia/parakeet-tdt-0.6b-v2",
+ "delta_old_ratio": 3.0,
+ "init_from": "runs/r39-general/model.nemo",
+ "parent": "r39-general",
+ "rav_sha": "958915c0562abc39b5aa3f6b8787b8078b08f8c3",
+ "data": "general",
+ "english_share": null,
+ "replay_share": 0.1,
+ "speed_perturb": {
+  "prob": 1.0,
+  "sr": 16000,
+  "resample_type": "kaiser_fast",
+  "min_speed_rate": 0.9,
+  "max_speed_rate": 1.1,
+  "num_rates": 3
+ },
+ "avg_last": 0,
+ "max_rows": null,
+ "epochs": 3,
+ "lr": 1e-05,
+ "batch_size": 16,
+ "seed": 7,
+ "mix": {
+  "blend": "general",
+  "cs_min": 1630.4,
+  "own_en_min": 0.0,
+  "replay_min": 181.2,
+  "total_min": 1992.7,
+  "n": 24038,
+  "priority_rows": 4688,
+  "priority_extra_min": 181.1,
+  "priority_repeat": 3,
+  "primary_min": 1630.4,
+  "primary_cs_min": 0.0,
+  "replay_share_actual": 0.091,
+  "delta": {
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+   "new_rows": 4868,
+   "new_unique": 4225,
+   "new_min": 316.5,
+   "new_cs_min": 0.0,
+   "old_rows": 14604,
+   "old_min": 1286.9,
+   "full_mix_rows": 24038,
+   "rows": 19472,
+   "total_min": 1603.4
+  }
+ },
+ "targets": {
+  "train": {
+   "plain": 19449,
+   "full": 4,
+   "fallback": 19,
+   "dropped": 0
+  },
+  "val": {
+   "plain": 1331,
+   "full": 0,
+   "fallback": 2,
+   "dropped": 0
+  },
+  "charset": "parakeet-tdt-0.6b-v2"
+ },
+ "best_checkpoint": "best-epoch=2-val_wer=0.0536.ckpt",
+ "best_val_wer": 0.053550563752651215,
+ "averaged": null,
+ "train_minutes": 19.5,
+ "model": "runs/r46-general/model.nemo"
+}