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KhanhCong/
mistral_recipe1m_5500

Name: mistral_recipe1m_5500
Availability: InStock

generated_from_trainer

generator

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

adapter

apache-2.0

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mistral_recipe1m_5500

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: 1.1857

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: 3
num_epochs: 1

Training results

Training Loss	Epoch	Step	Validation Loss
1.3671	0.1081	20	1.3132
1.2542	0.2162	40	1.2499
1.2247	0.3243	60	1.2297
1.2297	0.4324	80	1.2183
1.2271	0.5405	100	1.2078
1.2063	0.6486	120	1.2005
1.2123	0.7568	140	1.1947
1.1968	0.8649	160	1.1903
1.2038	0.9730	180	1.1857

Framework versions

PEFT 0.13.2
Transformers 4.45.2
Pytorch 2.4.1+cu121
Datasets 3.0.1
Tokenizers 0.20.0

KhanhCong/mistral_recipe1m_5500

mistral_recipe1m_5500

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

KhanhCong/
mistral_recipe1m_5500