samzirbo/gendered_man_woman

gendered_man

This model is a fine-tuned version of samzirbo/mT5.en-es.pretrained on an unknown dataset. It achieves the following results on the evaluation set:

• Loss: 1.1748
• Bleu: 43.9515
• Meteor: 0.6913
• Chrf++: 62.7752

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: 0.0005
• train_batch_size: 64
• eval_batch_size: 64
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: cosine
• lr_scheduler_warmup_steps: 1000
• training_steps: 50000

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Meteor	Chrf++
4.3337	0.26	2500	2.0225	27.9199	0.5539	49.0346
2.4254	0.53	5000	1.7244	33.3111	0.6023	54.0561
2.1742	0.79	7500	1.5831	35.9048	0.6263	56.4407
2.027	1.05	10000	1.5000	37.665	0.6418	57.9131
1.9113	1.32	12500	1.4375	38.1525	0.6462	58.1999
1.8536	1.58	15000	1.3846	39.6031	0.659	59.4201
1.8003	1.84	17500	1.3468	40.1249	0.6625	59.8142
1.7367	2.11	20000	1.3078	41.024	0.6678	60.4354
1.6845	2.37	22500	1.2849	41.5369	0.6721	60.9458
1.6609	2.64	25000	1.2589	41.9956	0.676	61.2321
1.6362	2.9	27500	1.2358	42.5127	0.6817	61.7016
1.5945	3.16	30000	1.2218	42.7584	0.6816	61.8378
1.5638	3.43	32500	1.2088	42.9875	0.6844	62.0687
1.5557	3.69	35000	1.1983	43.3948	0.6862	62.2546
1.5469	3.95	37500	1.1864	43.5866	0.6877	62.5001
1.5151	4.22	40000	1.1826	43.5886	0.6888	62.501
1.5081	4.48	42500	1.1783	43.8291	0.6898	62.6281
1.5035	4.74	45000	1.1764	43.7796	0.6904	62.6856
1.4997	5.01	47500	1.1752	43.8886	0.6908	62.7218
1.4894	5.27	50000	1.1748	43.9515	0.6913	62.7752

Framework versions

• Transformers 4.38.0
• Pytorch 2.2.1+cu121
• Datasets 2.19.1
• Tokenizers 0.15.2