opt-clean_plus_random_error_5pct_42_1e-3 – AI Model by siyuansong | AlphaNeural AI

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siyuansong/
opt-clean_plus_random_error_5pct_42_1e-3

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text-generation

generated_from_trainer

autotrain_compatible

text-generation-inference

endpoints_compatible

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opt-clean_plus_random_error_5pct_42_1e-3

This model is a fine-tuned version of /work/10368/siyuansong/vista/models/opt-clean_plus_random_error_5pct_42_1e-3/config.json on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 3.8376

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: 256
eval_batch_size: 256
seed: 42
gradient_accumulation_steps: 8
total_train_batch_size: 2048
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: 10.0

Training results

Training Loss	Epoch	Step	Validation Loss
No log	1.0	275	7.0285
No log	2.0	550	5.5136
No log	3.0	825	4.9755
6.3614	4.0	1100	4.6737
6.3614	5.0	1375	4.4472
6.3614	6.0	1650	4.2734
6.3614	7.0	1925	4.1342
4.4187	8.0	2200	4.0159
4.4187	9.0	2475	3.9175
4.4187	10.0	2750	3.8376

Framework versions

Transformers 4.54.0.dev0
Pytorch 2.5.1
Datasets 3.6.0
Tokenizers 0.21.1