martimfasantos/tinyllama-1.1b-mt-simpo_beta2.0_gamma1.6_LR1e-7_BS32_rmsprop_3epochs_compare
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tinyllama-1.1b-mt-simpobeta2.0gamma1.6LR1e-7BS32rmsprop3epochs_compare
This model is a fine-tuned version of martimfasantos/tinyllama-1.1b-mt-sft-full on the haoranxu/ALMA-R-Preference dataset.
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: 1e-07
- trainbatchsize: 1
- evalbatchsize: 4
- seed: 42
- distributed_type: multi-GPU
- gradientaccumulationsteps: 32
- totaltrainbatch_size: 32
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lrschedulertype: cosine
- lrschedulerwarmup_ratio: 0.1
- num_epochs: 3
Training results
Framework versions
- Transformers 4.41.2
- Pytorch 2.1.2
- Datasets 2.20.0
- Tokenizers 0.19.1