beratcmn/opus-mt-tc-big-tr-en-finetuned

README.md

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+---
+license: cc-by-4.0
+base_model: Helsinki-NLP/opus-mt-tc-big-tr-en
+tags:
+- generated_from_trainer
+datasets:
+- opus_infopankki
+metrics:
+- bleu
+model-index:
+- name: opus-mt-tc-big-tr-en-finetuned-tr-to-en
+  results:
+  - task:
+      name: Sequence-to-sequence Language Modeling
+      type: text2text-generation
+    dataset:
+      name: opus_infopankki
+      type: opus_infopankki
+      config: en-tr
+      split: train
+      args: en-tr
+    metrics:
+    - name: Bleu
+      type: bleu
+      value: 50.6479
+---
+
+<!-- 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-tc-big-tr-en-finetuned-tr-to-en
+
+This model is a fine-tuned version of [Helsinki-NLP/opus-mt-tc-big-tr-en](https://huggingface.co/Helsinki-NLP/opus-mt-tc-big-tr-en) on the opus_infopankki dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.7193
+- Bleu: 50.6479
+- Gen Len: 15.1365
+
+## 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: 36
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 1
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Bleu    | Gen Len |
+|:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|
+| 0.5846        | 1.0   | 2477 | 0.7193          | 50.6479 | 15.1365 |
+
+
+### Framework versions
+
+- Transformers 4.36.1
+- Pytorch 2.0.1+cu117
+- Datasets 2.15.0
+- Tokenizers 0.15.0

config.json

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+{
+  "_name_or_path": "Helsinki-NLP/opus-mt-tc-big-tr-en",
+  "activation_dropout": 0.0,
+  "activation_function": "relu",
+  "architectures": [
+    "MarianMTModel"
+  ],
+  "attention_dropout": 0.0,
+  "bad_words_ids": [
+    [
+      57059
+    ]
+  ],
+  "bos_token_id": 0,
+  "classifier_dropout": 0.0,
+  "d_model": 1024,
+  "decoder_attention_heads": 16,
+  "decoder_ffn_dim": 4096,
+  "decoder_layerdrop": 0.0,
+  "decoder_layers": 6,
+  "decoder_start_token_id": 57059,
+  "decoder_vocab_size": 57060,
+  "dropout": 0.1,
+  "encoder_attention_heads": 16,
+  "encoder_ffn_dim": 4096,
+  "encoder_layerdrop": 0.0,
+  "encoder_layers": 6,
+  "eos_token_id": 43741,
+  "forced_eos_token_id": 43741,
+  "init_std": 0.02,
+  "is_encoder_decoder": true,
+  "max_length": 512,
+  "max_position_embeddings": 1024,
+  "model_type": "marian",
+  "normalize_embedding": false,
+  "num_beams": 4,
+  "num_hidden_layers": 6,
+  "pad_token_id": 57059,
+  "scale_embedding": true,
+  "share_encoder_decoder_embeddings": true,
+  "static_position_embeddings": true,
+  "torch_dtype": "float32",
+  "transformers_version": "4.36.1",
+  "use_cache": true,
+  "vocab_size": 57060
+}

generation_config.json

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+{
+  "bad_words_ids": [
+    [
+      57059
+    ]
+  ],
+  "bos_token_id": 0,
+  "decoder_start_token_id": 57059,
+  "eos_token_id": 43741,
+  "forced_eos_token_id": 43741,
+  "max_length": 512,
+  "num_beams": 4,
+  "pad_token_id": 57059,
+  "renormalize_logits": true,
+  "transformers_version": "4.36.1"
+}

model.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:b04b8288a9b400f33e4acc141cc45f4bcf61d7985f4eaca9f75ed07f2ed13fd3
+size 939405120

special_tokens_map.json

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+{
+  "eos_token": "</s>",
+  "pad_token": "<pad>",
+  "unk_token": "<unk>"
+}

tokenizer_config.json

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+{
+  "added_tokens_decoder": {
+    "43741": {
+      "content": "</s>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "52508": {
+      "content": "<unk>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "57059": {
+      "content": "<pad>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "clean_up_tokenization_spaces": true,
+  "eos_token": "</s>",
+  "model_max_length": 512,
+  "pad_token": "<pad>",
+  "separate_vocabs": false,
+  "source_lang": "tr",
+  "sp_model_kwargs": {},
+  "target_lang": "en",
+  "tokenizer_class": "MarianTokenizer",
+  "unk_token": "<unk>"
+}

training_args.bin

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+version https://git-lfs.github.com/spec/v1
+oid sha256:0385cd0523b9de7c98f2d05d18a25d755b1920ff4082ca6b91ec91aa606a5fc0
+size 4475