End of training

README.md

@@ -0,0 +1,77 @@
+---
+license: apache-2.0
+base_model: Helsinki-NLP/opus-mt-en-ro
+tags:
+- generated_from_trainer
+datasets:
+- wmt16
+metrics:
+- bleu
+model-index:
+- name: opus-mt-en-ro-finetuned-ro-to-en-clean-MarianMT
+  results:
+  - task:
+      name: Sequence-to-sequence Language Modeling
+      type: text2text-generation
+    dataset:
+      name: wmt16
+      type: wmt16
+      config: ro-en
+      split: validation
+      args: ro-en
+    metrics:
+    - name: Bleu
+      type: bleu
+      value: 25.7479
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+# opus-mt-en-ro-finetuned-ro-to-en-clean-MarianMT
+
+This model is a fine-tuned version of [Helsinki-NLP/opus-mt-en-ro](https://huggingface.co/Helsinki-NLP/opus-mt-en-ro) on the wmt16 dataset.
+It achieves the following results on the evaluation set:
+- Loss: 1.5217
+- Bleu: 25.7479
+- Gen Len: 47.2221
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 2e-05
+- train_batch_size: 16
+- eval_batch_size: 16
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 1
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch | Step  | Validation Loss | Bleu    | Gen Len |
+|:-------------:|:-----:|:-----:|:---------------:|:-------:|:-------:|
+| 0.987         | 1.0   | 38145 | 1.5217          | 25.7479 | 47.2221 |
+
+
+### Framework versions
+
+- Transformers 4.35.2
+- Pytorch 2.1.1+cu121
+- Datasets 2.15.0
+- Tokenizers 0.15.0

generation_config.json

@@ -0,0 +1,16 @@
+{
+  "bad_words_ids": [
+    [
+      59542
+    ]
+  ],
+  "bos_token_id": 0,
+  "decoder_start_token_id": 59542,
+  "eos_token_id": 0,
+  "forced_eos_token_id": 0,
+  "max_length": 512,
+  "num_beams": 4,
+  "pad_token_id": 59542,
+  "renormalize_logits": true,
+  "transformers_version": "4.35.2"
+}

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:a158ed07bc650b938196888956a282721dfc01c8b7547118f42ff6fa0af3862a
+oid sha256:99b210f50ef690b715a07f3675dea965ca8022848790f9af230e5643d30ff1bb
 size 298765276

runs/Nov24_04-20-09_lingolexico/events.out.tfevents.1700779812.lingolexico.2426094.0

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:0e3e274b817254ea879c794e0b78ca150ae77b3d11a575b33062eacab7012c87
-size 17245
+oid sha256:c570e0118734bf3f9772854e7566c00fef8187b4922be65ee2515f35afc669d1
+size 17982