mistral_instruct_generation_st_geometry

vishaljangra29/mistral_instruct_generation_st_geometry

mistral_instruct_generation_st_geometry is a machine learning model from vishaljangra29. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for peft.

should probably proofread and complete it, then remove this comment. --

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Repo size

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Hugging Face

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At a glance

Library: peft
Access: Public
Created: May 27, 2024
Updated: May 27, 2024
SHA: 9507fd39

Base models

sid321axn/Mistral-7B-text-to-sql-finetuned

Datasets

generator

Model card

From the Hugging Face model README

mistral_instruct_generation_st_geometry

This model is a fine-tuned version of sid321axn/Mistral-7B-text-to-sql-finetuned on the generator dataset. It achieves the following results on the evaluation set:

Loss: 0.2155

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: 100

Training results

Training Loss	Epoch	Step	Validation Loss
0.2741	4.0	20	0.1555
0.0834	8.0	40	0.1331
0.0236	12.0	60	0.1771
0.0098	16.0	80	0.2101
0.0063	20.0	100	0.2155

Framework versions

PEFT 0.11.1
Transformers 4.41.0
Pytorch 2.2.2+cu121
Datasets 2.15.0
Tokenizers 0.19.1

Library: peft
Created: May 27, 2024
Updated: May 27, 2024