--- license: mit tags: - generated_from_trainer metrics: - bleu model-index: - name: m2m100_lr_2e5_gradd_accum_2 results: [] --- # m2m100_lr_2e5_gradd_accum_2 This model is a fine-tuned version of [facebook/m2m100_418M](https://huggingface.co/facebook/m2m100_418M) on an unknown dataset. It achieves the following results on the evaluation set: - Loss: 3.2890 - Bleu: 10.7134 - Gen Len: 45.3067 - Meteor: 0.3064 - Chrf: 33.9112 ## 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: 12 - eval_batch_size: 12 - seed: 42 - gradient_accumulation_steps: 2 - total_train_batch_size: 24 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 - lr_scheduler_type: linear - num_epochs: 32.0 ### Training results | Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len | Meteor | Chrf | |:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|:------:|:-------:| | 3.3178 | 7.94 | 2406 | 2.7937 | 9.2429 | 47.6707 | 0.2869 | 31.5031 | | 1.6761 | 15.88 | 4812 | 2.8455 | 10.5222 | 46.2192 | 0.3047 | 33.4306 | | 1.0433 | 23.82 | 7218 | 3.0691 | 10.4711 | 46.6063 | 0.3042 | 33.6469 | | 0.6522 | 31.76 | 9624 | 3.2890 | 10.7134 | 45.3067 | 0.3064 | 33.9112 | ### Framework versions - Transformers 4.30.2 - Pytorch 1.11.0+cu113 - Datasets 2.10.0 - Tokenizers 0.12.1