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Configuration Parsing Warning:In adapter_config.json: "peft.base_model_name_or_path" must be a string

mistral_instruct_generation_1

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: 0.1697

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: 200

Training results

Training Loss	Epoch	Step	Validation Loss
1.1269	1.05	20	0.9776
0.7172	2.11	40	0.6484
0.3904	3.16	60	0.4038
0.2259	4.21	80	0.2688
0.1255	5.26	100	0.2077
0.0844	6.32	120	0.1844
0.0702	7.37	140	0.1669
0.0596	8.42	160	0.1673
0.0471	9.47	180	0.1629
0.0378	10.53	200	0.1697

Framework versions

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

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Model tree for yShiv/mistral_instruct_generation_1

Base model

mistralai/Mistral-7B-v0.1

Finetuned

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

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