End of training

README.md

@@ -0,0 +1,62 @@
+---
+license: cc-by-nc-4.0
+base_model: facebook/nllb-200-distilled-600M
+tags:
+- generated_from_trainer
+metrics:
+- bleu
+model-index:
+- name: NLLB_Egyptian_Arabic_to_English2ndtrial
+  results: []
+---
+
+<!-- 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. -->
+
+# NLLB_Egyptian_Arabic_to_English2ndtrial
+
+This model is a fine-tuned version of [facebook/nllb-200-distilled-600M](https://huggingface.co/facebook/nllb-200-distilled-600M) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 1.5109
+- Bleu: 29.2435
+- Gen Len: 20.1719
+
+## 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: 8
+- eval_batch_size: 8
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 2
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Bleu    | Gen Len |
+|:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|
+| 1.1276        | 1.0   | 1562 | 1.5169          | 28.5953 | 20.0669 |
+| 1.0039        | 2.0   | 3124 | 1.5109          | 29.2435 | 20.1719 |
+
+
+### Framework versions
+
+- Transformers 4.40.2
+- Pytorch 2.2.1+cu121
+- Datasets 2.19.1
+- Tokenizers 0.19.1

config.json

@@ -29,7 +29,7 @@
   "scale_embedding": true,
   "tokenizer_class": "NllbTokenizer",
   "torch_dtype": "float32",
-  "transformers_version": "4.39.3",
+  "transformers_version": "4.40.2",
   "use_cache": true,
   "vocab_size": 256206
 }

generation_config.json

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+{
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+  "decoder_start_token_id": 2,
+  "eos_token_id": 2,
+  "max_length": 200,
+  "pad_token_id": 1,
+  "transformers_version": "4.40.2"
+}

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runs/May13_14-11-59_0ca4e3d1a4e5/events.out.tfevents.1715609522.0ca4e3d1a4e5.1540.0

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training_args.bin

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