ad-gen-ft

maelghrib/ad-gen-ft

ad-gen-ft is a machine learning model from maelghrib. 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: May 10, 2024
Updated: May 10, 2024
SHA: 28d0febf

Base models

TheBloke/Mistral-7B-Instruct-v0.2-GPTQ

Model card

From the Hugging Face model README

ad-gen-ft

This model is a fine-tuned version of TheBloke/Mistral-7B-Instruct-v0.2-GPTQ on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.0765

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: 4
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 2
num_epochs: 10
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
1.5396	0.9455	13	1.0181
0.7048	1.9636	27	0.3883
0.3153	2.9818	41	0.1752
0.1968	4.0	55	0.1220
0.1637	4.9455	68	0.1000
0.1271	5.9636	82	0.0871
0.112	6.9818	96	0.0812
0.1026	8.0	110	0.0782
0.1038	8.9455	123	0.0766
0.0808	9.4545	130	0.0765

Framework versions

PEFT 0.10.0
Transformers 4.40.2
Pytorch 2.1.0+cu121
Datasets 2.19.1
Tokenizers 0.19.1

Library: peft
License: apache-2.0
Created: May 10, 2024
Updated: May 10, 2024