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kanishka/
opt-babylm2-rewritten-clean-spacy-earlystop_adj-num-strict-swapped-bpe_seed-42_1e-3

Name: opt-babylm2-rewritten-clean-spacy-earlystop_adj-num-strict-swapped-bpe_seed-42_1e-3
Availability: InStock

generated_from_trainer

kanishka/babylm2-rewritten-clean-spacy_adj-num-strict-swapped

model-index

autotrain_compatible

text-generation-inference

endpoints_compatible

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opt-babylm2-rewritten-clean-spacy-earlystop_adj-num-strict-swapped-bpe_seed-42_1e-3

This model was trained from scratch on the kanishka/babylm2-rewritten-clean-spacy_adj-num-strict-swapped dataset. It achieves the following results on the evaluation set:

Loss: 2.6865
Accuracy: 0.4783

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: 0.001
train_batch_size: 32
eval_batch_size: 64
seed: 42
gradient_accumulation_steps: 8
total_train_batch_size: 256
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 32000
num_epochs: 20.0
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
4.098	1.0	2257	3.8089	0.3616
3.4441	2.0	4514	3.2976	0.4096
3.126	3.0	6771	3.0940	0.4298
2.9225	4.0	9028	2.9887	0.4405
2.8471	5.0	11285	2.9304	0.4464
2.7874	6.0	13542	2.8906	0.4505
2.7457	7.0	15799	2.8603	0.4540
2.7142	8.0	18056	2.8428	0.4563
2.6898	9.0	20313	2.8279	0.4576
2.669	10.0	22570	2.8216	0.4590
2.6518	11.0	24827	2.8115	0.4600
2.6509	12.0	27084	2.8031	0.4610
2.6387	13.0	29341	2.7964	0.4612
2.6297	14.0	31598	2.7955	0.4614
2.6141	15.0	33855	2.7706	0.4647
2.5673	16.0	36112	2.7470	0.4678
2.5196	17.0	38369	2.7244	0.4712
2.465	18.0	40626	2.7043	0.4743
2.4012	19.0	42883	2.6899	0.4766
2.3271	19.9914	45120	2.6865	0.4783

Framework versions

Transformers 4.48.0
Pytorch 2.6.0+cu124
Datasets 3.2.0
Tokenizers 0.21.1

kanishka/opt-babylm2-rewritten-clean-spacy-earlystop_adj-num-strict-swapped-bpe_seed-42_1e-3

opt-babylm2-rewritten-clean-spacy-earlystop_adj-num-strict-swapped-bpe_seed-42_1e-3

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

kanishka/
opt-babylm2-rewritten-clean-spacy-earlystop_adj-num-strict-swapped-bpe_seed-42_1e-3