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LeHumm/
mistral_instruct_generation

Name: mistral_instruct_generation
Availability: InStock

generated_from_trainer

generator

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

adapter

apache-2.0

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mistral_instruct_generation

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: 1.4789

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_steps: 0.03
training_steps: 10

Training results

Training Loss	Epoch	Step	Validation Loss
No log	0.04	5	1.6026
1.6863	0.08	10	1.4789

Framework versions

PEFT 0.8.2
Transformers 4.37.2
Pytorch 2.2.0+cu121
Datasets 2.17.0
Tokenizers 0.15.1

LeHumm/mistral_instruct_generation

mistral_instruct_generation

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

LeHumm/
mistral_instruct_generation