zwave-dbgatekeeper-v0.3

baltop/zwave-dbgatekeeper-v0.3

zwave-dbgatekeeper-v0.3 is a machine learning model from baltop. 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. The card lists the license as apache-2.0.

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

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Hugging Face

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At a glance

Library: peft
License: apache-2.0
Access: Public
Created: Dec 19, 2023
Updated: Dec 19, 2023
SHA: a6ce8e29

Base models

mistralai/Mistral-7B-Instruct-v0.2

Model card

From the Hugging Face model README

mistral-sql-finetune

This model is a fine-tuned version of mistralai/Mistral-7B-Instruct-v0.2 on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.0305

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: 2.5e-05
train_batch_size: 2
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 1
training_steps: 300

Training results

Training Loss	Epoch	Step	Validation Loss
1.1899	0.17	25	0.3116
0.1795	0.33	50	0.1088
0.0819	0.5	75	0.0425
0.0453	0.67	100	0.0419
0.0534	0.83	125	0.0382
0.0338	1.0	150	0.0315
0.0358	1.17	175	0.0345
0.0336	1.33	200	0.0334
0.0401	1.5	225	0.0322
0.0326	1.67	250	0.0308
0.0396	1.83	275	0.0309
0.0307	2.0	300	0.0305

Framework versions

PEFT 0.7.2.dev0
Transformers 4.37.0.dev0
Pytorch 2.1.2
Datasets 2.15.0
Tokenizers 0.15.0

Library: peft
License: apache-2.0
Created: Dec 19, 2023
Updated: Dec 19, 2023