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anikettty/
openhermes-mistral-dpo-gptq

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

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: 0.6183
Rewards/chosen: 0.0311
Rewards/rejected: -0.0695
Rewards/accuracies: 0.625
Rewards/margins: 0.1006
Logps/rejected: -143.5769
Logps/chosen: -125.5347
Logits/rejected: -2.7201
Logits/chosen: -2.8454

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
0.6852	0.01	10	0.6765	0.0305	0.0058	0.5625	0.0247	-142.8238	-125.5402	-2.7089	-2.8446
0.7058	0.01	20	0.6604	0.0370	-0.0005	0.5625	0.0375	-142.8867	-125.4757	-2.7121	-2.8454
0.6407	0.01	30	0.6319	0.0537	-0.0265	0.6875	0.0802	-143.1462	-125.3082	-2.7146	-2.8457
0.6445	0.02	40	0.6210	0.0345	-0.0659	0.625	0.1004	-143.5407	-125.5005	-2.7173	-2.8463
0.6847	0.03	50	0.6183	0.0311	-0.0695	0.625	0.1006	-143.5769	-125.5347	-2.7201	-2.8454

Framework versions

Transformers 4.35.2
Pytorch 2.0.1+cu117
Datasets 2.16.1
Tokenizers 0.15.1

anikettty/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

anikettty/
openhermes-mistral-dpo-gptq