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camiloa2m/
mistral_7b_adapter

Name: mistral_7b_adapter
Availability: InStock

generated_from_trainer

generator

mistralai/Mistral-7B-Instruct-v0.1

adapter

apache-2.0

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mistral_instruct_generation_dolly_hhrlhf

This model is a fine-tuned version of mistralai/Mistral-7B-Instruct-v0.1 on the generator dataset. It achieves the following results on the evaluation set:

Loss: 1.3456

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: 4
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: constant
lr_scheduler_warmup_ratio: 0.03
training_steps: 100

Training results

Training Loss	Epoch	Step	Validation Loss
1.5496	0.1626	20	1.4047
1.4614	0.3252	40	1.3688
1.4387	0.4878	60	1.3582
1.4483	0.6504	80	1.3496
1.4456	0.8130	100	1.3456

Framework versions

PEFT 0.12.0
Transformers 4.43.3
Pytorch 2.4.0+cu121
Datasets 2.20.0
Tokenizers 0.19.1

camiloa2m/mistral_7b_adapter

mistral_instruct_generation_dolly_hhrlhf

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

camiloa2m/
mistral_7b_adapter