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DPO-ONLY-Zephyr-7B – AI Model by Katayoon | AlphaNeural AI

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Katayoon/
DPO-ONLY-Zephyr-7B

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text-generation

alignment-handbook

generated_from_trainer

HuggingFaceH4/ultrafeedback_binarized

HuggingFaceH4/mistral-7b-sft-beta

autotrain_compatible

text-generation-inference

endpoints_compatible

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DPO-ONLY-Zephyr-7B

This model is a fine-tuned version of HuggingFaceH4/mistral-7b-sft-beta 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: 5e-07
train_batch_size: 4
eval_batch_size: 4
seed: 42
distributed_type: multi-GPU
num_devices: 16
gradient_accumulation_steps: 4
total_train_batch_size: 256
total_eval_batch_size: 64
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 4.40.2
Pytorch 2.1.2+cu121
Datasets 2.14.6
Tokenizers 0.19.1