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cnatale/
Mistral-7B-Instruct-v0_1-Txt-2-Presto-SQL

Name: Mistral-7B-Instruct-v0_1-Txt-2-Presto-SQL
Availability: InStock

generated_from_trainer

generator

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

adapter

apache-2.0

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Mistral-7B-Instruct-v0_1-Txt-2-Presto-SQL

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: 0.6454

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: 0.0001
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: 80
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
1.3516	0.71	10	1.0778
1.0131	1.43	20	0.8707
0.8446	2.14	30	0.7695
0.7563	2.86	40	0.7202
0.7009	3.57	50	0.6803
0.6368	4.29	60	0.6585
0.6201	5.0	70	0.6473
0.5755	5.71	80	0.6454

Framework versions

PEFT 0.7.1
Transformers 4.36.2
Pytorch 2.1.2+cu121
Datasets 2.16.1
Tokenizers 0.15.0

cnatale/Mistral-7B-Instruct-v0_1-Txt-2-Presto-SQL

Mistral-7B-Instruct-v0_1-Txt-2-Presto-SQL

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

cnatale/
Mistral-7B-Instruct-v0_1-Txt-2-Presto-SQL