Mental-Gemma-2b

Aditya149/Mental-Gemma-2b

Mental-Gemma-2b is a machine learning model from Aditya149. 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 other.

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

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Repo size

25.4 MB

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Public

Hugging Face

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.json17.5 MB · 69%

At a glance

Library: peft
License: other
Access: Public
Created: Mar 5, 2024
Updated: Mar 5, 2024
SHA: 1bb3f180

Base models

google/gemma-2b

Model card

From the Hugging Face model README

Mental-Gemma-2b

This model is a fine-tuned version of google/gemma-2b on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 2.5483

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: 1e-05
train_batch_size: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
num_epochs: 10
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
2.9567	0.79	100	2.9099
2.8576	1.59	200	2.8171
2.7521	2.38	300	2.7228
2.6615	3.17	400	2.6415
2.6034	3.97	500	2.5863
2.555	4.76	600	2.5637
2.5408	5.56	700	2.5563
2.5204	6.35	800	2.5526
2.5319	7.14	900	2.5503
2.5336	7.94	1000	2.5491
2.5264	8.73	1100	2.5485
2.5166	9.52	1200	2.5483

Framework versions

PEFT 0.9.0
Transformers 4.38.2
Pytorch 2.1.2
Datasets 2.18.0
Tokenizers 0.15.2

Library: peft
License: other
Created: Mar 5, 2024
Updated: Mar 5, 2024