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ramnathv/
openhermes-mistral-dpo-gptq

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

peft

tensorboard

safetensors

generated_from_trainer

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

adapter

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: 0.6173
Rewards/chosen: 12.3662
Rewards/rejected: 8.3268
Rewards/accuracies: 0.875
Rewards/margins: 4.0394
Logps/rejected: -284.7693
Logps/chosen: -270.0549
Logits/rejected: -2.4409
Logits/chosen: -2.6955

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
0.6874	0.01	10	0.6396	0.0822	-0.0086	0.5625	0.0908	-368.1237	-392.8953	-2.2951	-2.4730
0.7988	0.01	20	0.5694	1.1019	0.5787	0.875	0.5232	-362.2504	-382.6982	-2.2767	-2.5084
0.6368	0.01	30	0.5572	11.3452	7.2855	0.875	4.0597	-295.1821	-280.2652	-2.4358	-2.6872
1.6793	0.02	40	0.5216	11.9759	7.8540	0.9375	4.1220	-289.4976	-273.9581	-2.4389	-2.6947
4.9001	0.03	50	0.6173	12.3662	8.3268	0.875	4.0394	-284.7693	-270.0549	-2.4409	-2.6955

Framework versions

PEFT 0.7.1
Transformers 4.36.2
Pytorch 2.1.0+cu121
Datasets 2.15.0
Tokenizers 0.15.0

ramnathv/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

ramnathv/
openhermes-mistral-dpo-gptq