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Meta-Llama-3-8B-Base-SimPO2-6e-7 – AI Model by TTTXXX01 | AlphaNeural AI

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TTTXXX01/
Meta-Llama-3-8B-Base-SimPO2-6e-7

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alignment_handbook-handbook

generated_from_trainer

HuggingFaceH4/ultrafeedback_binarized

princeton-nlp/Llama-3-Base-8B-SFT

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Meta-Llama-3-8B-Base-SimPO2-6e-7

This model is a fine-tuned version of princeton-nlp/Llama-3-Base-8B-SFT on the HuggingFaceH4/ultrafeedback_binarized 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: 6e-07
train_batch_size: 2
eval_batch_size: 4
seed: 42
distributed_type: multi-GPU
num_devices: 4
gradient_accumulation_steps: 16
total_train_batch_size: 128
total_eval_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_ratio: 0.1
num_epochs: 1

Training results

Framework versions

Transformers 4.42.0
Pytorch 2.1.2+cu121
Datasets 2.14.6
Tokenizers 0.19.1