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yunjinchoi/
openhermes-mistral-dpo-gptq

Name: openhermes-mistral-dpo-gptq
Availability: InStock

tensorboard

safetensors

generated_from_trainer

TheBloke/OpenHermes-2-Mistral-7B-GPTQ

finetune

apache-2.0

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openhermes-mistral-dpo-gptq

This model is a fine-tuned version of TheBloke/OpenHermes-2-Mistral-7B-GPTQ on the None dataset. It achieves the following results on the evaluation set:

Loss: 15.0898
Rewards/chosen: -39.8716
Rewards/rejected: -3.6932
Rewards/accuracies: 0.1875
Rewards/margins: -36.1783
Logps/rejected: -252.6567
Logps/chosen: -699.3276
Logits/rejected: -1.1624
Logits/chosen: -1.4009

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: 0.0002
train_batch_size: 1
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 2
training_steps: 50
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Rewards/chosen	Rewards/rejected	Rewards/accuracies	Rewards/margins	Logps/rejected	Logps/chosen	Logits/rejected	Logits/chosen
0.6897	0.01	10	0.6981	-0.0237	-0.0260	0.4375	0.0023	-215.9846	-300.8488	-1.8495	-2.0704
0.685	0.01	20	0.6805	-0.0489	-0.0934	0.5	0.0446	-216.6584	-301.1003	-1.8466	-2.0623
0.7153	0.01	30	0.6583	0.0084	-0.1588	0.5	0.1672	-217.3122	-300.5275	-1.8462	-2.0615
0.7148	0.02	40	14.5562	-38.4731	-3.6173	0.25	-34.8558	-251.8970	-685.3425	-1.1606	-1.4120
0.8198	0.03	50	15.0898	-39.8716	-3.6932	0.1875	-36.1783	-252.6567	-699.3276	-1.1624	-1.4009

Framework versions

Transformers 4.35.2
Pytorch 2.0.1+cu117
Datasets 2.15.0
Tokenizers 0.15.0

yunjinchoi/openhermes-mistral-dpo-gptq

openhermes-mistral-dpo-gptq

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

yunjinchoi/
openhermes-mistral-dpo-gptq