Training complete

README.md

@@ -19,9 +19,9 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [google-t5/t5-small](https://huggingface.co/google-t5/t5-small) on the None dataset.
 It achieves the following results on the evaluation set:
-- Loss: 1.8379
-- Bleu: 10.0383
-- Gen Len: 12.6887
+- Loss: 1.6584
+- Bleu: 12.1339
+- Gen Len: 17.7108
 
 ## Model description
 
@@ -45,18 +45,45 @@ The following hyperparameters were used during training:
 - eval_batch_size: 64
 - seed: 42
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
-- lr_scheduler_type: linear
-- lr_scheduler_warmup_steps: 1000
-- num_epochs: 3
+- lr_scheduler_type: cosine
+- lr_scheduler_warmup_steps: 5000
+- num_epochs: 30
 - mixed_precision_training: Native AMP
 
 ### Training results
 
-| Training Loss | Epoch | Step | Validation Loss | Bleu    | Gen Len |
-|:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|
-| 3.099         | 1.0   | 846  | 2.1974          | 11.0367 | 18.0696 |
-| 2.1698        | 2.0   | 1692 | 1.9115          | 9.7895  | 12.3794 |
-| 1.9576        | 3.0   | 2538 | 1.8379          | 10.0383 | 12.6887 |
+| Training Loss | Epoch | Step  | Validation Loss | Bleu    | Gen Len |
+|:-------------:|:-----:|:-----:|:---------------:|:-------:|:-------:|
+| 3.7025        | 1.0   | 846   | 2.6105          | 10.8813 | 18.9939 |
+| 2.5979        | 2.0   | 1692  | 2.1871          | 11.8977 | 18.9845 |
+| 2.2642        | 3.0   | 2538  | 1.9964          | 10.0898 | 18.9515 |
+| 2.0674        | 4.0   | 3384  | 1.8804          | 10.6493 | 17.1889 |
+| 1.943         | 5.0   | 4230  | 1.8018          | 10.3424 | 18.9035 |
+| 1.8501        | 6.0   | 5076  | 1.7529          | 12.523  | 18.8649 |
+| 1.7736        | 7.0   | 5922  | 1.7176          | 11.9247 | 18.8803 |
+| 1.711         | 8.0   | 6768  | 1.6823          | 11.623  | 18.3937 |
+| 1.6537        | 9.0   | 7614  | 1.6550          | 12.3403 | 18.8995 |
+| 1.6083        | 10.0  | 8460  | 1.6398          | 11.774  | 18.6873 |
+| 1.5689        | 11.0  | 9306  | 1.6300          | 12.8081 | 18.8652 |
+| 1.5314        | 12.0  | 10152 | 1.6279          | 12.2929 | 18.854  |
+| 1.4962        | 13.0  | 10998 | 1.6197          | 12.1522 | 17.8497 |
+| 1.4655        | 14.0  | 11844 | 1.6050          | 12.0764 | 17.9718 |
+| 1.435         | 15.0  | 12690 | 1.6076          | 12.2447 | 17.9524 |
+| 1.4047        | 16.0  | 13536 | 1.6048          | 11.4017 | 18.6209 |
+| 1.38          | 17.0  | 14382 | 1.6134          | 11.5516 | 18.7405 |
+| 1.3513        | 18.0  | 15228 | 1.6105          | 8.6492  | 14.2507 |
+| 1.3282        | 19.0  | 16074 | 1.6174          | 12.094  | 17.7717 |
+| 1.3052        | 20.0  | 16920 | 1.6239          | 11.5085 | 18.7053 |
+| 1.2835        | 21.0  | 17766 | 1.6238          | 12.1588 | 17.7876 |
+| 1.2653        | 22.0  | 18612 | 1.6339          | 12.0899 | 17.7112 |
+| 1.2503        | 23.0  | 19458 | 1.6399          | 12.1466 | 17.7452 |
+| 1.2357        | 24.0  | 20304 | 1.6461          | 9.0097  | 14.3578 |
+| 1.2236        | 25.0  | 21150 | 1.6501          | 12.2617 | 17.7143 |
+| 1.2139        | 26.0  | 21996 | 1.6528          | 12.1118 | 17.7233 |
+| 1.2066        | 27.0  | 22842 | 1.6576          | 12.1435 | 17.7094 |
+| 1.2037        | 28.0  | 23688 | 1.6568          | 12.1328 | 17.7133 |
+| 1.2           | 29.0  | 24534 | 1.6581          | 12.1289 | 17.7109 |
+| 1.1967        | 30.0  | 25380 | 1.6584          | 12.1339 | 17.7108 |
 
 
 ### Framework versions

runs/Aug30_04-49-54_f516cd1ac9e4/events.out.tfevents.1724993396.f516cd1ac9e4.567.0

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:758c815fd8d0ca398b2f91c0ff7c94f1d482916baeffa75e2b84b937527abba6
-size 23132
+oid sha256:ba2e72caf46ebc376ac677c56b1ef833512ebfd7cb4e8acc43f815cbf23c27a5
+size 23869