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abdiharyadi
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opus-mt-ft

Text2Text Generation
Transformers
Safetensors
marian
Generated from Trainer
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End of training

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  1. README.md +56 -0
  2. config.json +61 -0
  3. generation_config.json +16 -0
  4. model.safetensors +3 -0
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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-id
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+ tags:
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+ - generated_from_trainer
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+ model-index:
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+ - name: opus-mt-ft
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+ results: []
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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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+ # opus-mt-ft
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+
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+ This model is a fine-tuned version of [Helsinki-NLP/opus-mt-en-id](https://huggingface.co/Helsinki-NLP/opus-mt-en-id) on the None dataset.
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+ It achieves the following results on the evaluation set:
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+ - eval_loss: 0.3055
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+ - eval_exact_match: 1.0
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+ - eval_runtime: 9.9977
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+ - eval_samples_per_second: 4.001
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+ - eval_steps_per_second: 0.5
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+ - epoch: 5.0
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+ - step: 25
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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: 5e-05
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+ - train_batch_size: 8
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+ - eval_batch_size: 8
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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: 10
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+
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+ ### Framework versions
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+
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+ - Transformers 4.40.2
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+ - Pytorch 2.2.1+cu121
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+ - Datasets 2.19.1
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+ - Tokenizers 0.19.1
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+ {
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+ "_name_or_path": "Helsinki-NLP/opus-mt-en-id",
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+ "_num_labels": 3,
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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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+ ],
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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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+ "dropout": 0.1,
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+ "encoder_attention_heads": 8,
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+ "encoder_layerdrop": 0.0,
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+ "encoder_layers": 6,
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+ "eos_token_id": 0,
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+ "id2label": {
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+ "0": "LABEL_0",
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+ "1": "LABEL_1",
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+ "2": "LABEL_2"
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+ },
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+ "max_length": 512,
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+ "max_position_embeddings": 512,
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+ "model_type": "marian",
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+ "normalize_before": false,
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+ "normalize_embedding": false,
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+ "torch_dtype": "float32",
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+ "transformers_version": "4.40.2",
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+ "use_cache": true,
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+ "vocab_size": 54796
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+ }
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