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End of training

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README.md ADDED
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+ ---
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+ license: apache-2.0
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+ base_model: Helsinki-NLP/opus-mt-en-es
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+ tags:
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+ - generated_from_trainer
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+ datasets:
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+ - kde4
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+ metrics:
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+ - bleu
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+ model-index:
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+ - name: finetuned-model
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+ results:
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+ - task:
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+ name: Sequence-to-sequence Language Modeling
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+ type: text2text-generation
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+ dataset:
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+ name: kde4
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+ type: kde4
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+ config: en-es
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+ split: train
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+ args: en-es
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+ metrics:
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+ - name: Bleu
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+ type: bleu
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+ value: 42.22590503762825
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+ ---
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+
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+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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+ should probably proofread and complete it, then remove this comment. -->
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+
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+ # finetuned-model
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+
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+ This model is a fine-tuned version of [Helsinki-NLP/opus-mt-en-es](https://huggingface.co/Helsinki-NLP/opus-mt-en-es) on the kde4 dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 1.0902
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+ - Bleu: 42.2259
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+ - Bert Score: 0.9004
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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+ The following hyperparameters were used during training:
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+ - learning_rate: 2e-05
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+ - train_batch_size: 8
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+ - eval_batch_size: 4
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+ - seed: 42
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+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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+ - lr_scheduler_type: linear
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+ - num_epochs: 3
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+
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+ ### Training results
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+
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.34.1
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+ - Pytorch 2.0.1
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+ - Datasets 2.14.6
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+ - Tokenizers 0.14.1
config.json ADDED
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+ {
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+ "_name_or_path": "Helsinki-NLP/opus-mt-en-es",
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+ "activation_dropout": 0.0,
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+ "activation_function": "swish",
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+ "add_bias_logits": false,
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+ "add_final_layer_norm": false,
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+ "architectures": [
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+ "MarianMTModel"
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+ ],
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+ "attention_dropout": 0.0,
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+ "bad_words_ids": [
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+ [
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+ 65000
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+ ]
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+ ],
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+ "bos_token_id": 0,
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+ "d_model": 512,
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+ "decoder_attention_heads": 8,
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+ "decoder_ffn_dim": 2048,
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+ "decoder_layerdrop": 0.0,
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+ "decoder_layers": 6,
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+ "decoder_start_token_id": 65000,
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+ "decoder_vocab_size": 65001,
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+ "dropout": 0.1,
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+ "encoder_attention_heads": 8,
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+ "encoder_ffn_dim": 2048,
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+ "encoder_layerdrop": 0.0,
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+ "eos_token_id": 0,
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+ "id2label": {
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+ "max_length": 512,
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+ "model_type": "marian",
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+ "scale_embedding": true,
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+ "static_position_embeddings": true,
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+ "torch_dtype": "float32",
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+ "transformers_version": "4.34.1",
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+ "use_cache": true,
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+ "vocab_size": 65001
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+ }
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