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tmq12022002/
mistral_instruct_generation

Name: mistral_instruct_generation
Availability: InStock

tensorboard

safetensors

generated_from_trainer

akjindal53244/Arithmo-Mistral-7B

finetune

apache-2.0

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mistral_instruct_generation

This model is a fine-tuned version of akjindal53244/Arithmo-Mistral-7B on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.7043

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
0.8974	0.07	20	0.8109
0.693	0.14	40	0.7250
0.6569	0.21	60	0.6995
0.6472	0.28	80	0.6732
0.5843	0.35	100	0.6660
0.5627	0.42	120	0.6701
0.5224	0.49	140	0.6805
0.5166	0.56	160	0.6883
0.47	0.62	180	0.6900
0.4553	0.69	200	0.7043

Framework versions

Transformers 4.35.2
Pytorch 2.0.0
Datasets 2.15.0
Tokenizers 0.15.0

tmq12022002/mistral_instruct_generation

mistral_instruct_generation

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

tmq12022002/
mistral_instruct_generation