Gemma2B-LORAfied

migaraa/Gemma2B-LORAfied

Gemma2B-LORAfied is a machine learning model from migaraa. 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 gemma.

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

Downloads · 30 days

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All-time downloads

210

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Repo size

1.7 GB

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Public

Hugging Face

Repo makeup

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.safetensors157 MB · 88%

At a glance

Library: peft
License: gemma
Access: Public
Created: Apr 12, 2024
Updated: Jun 28, 2024
SHA: 56b5cde8

Base models

google/gemma-2b

Datasets

generator

Model card

From the Hugging Face model README

Gemma2B-LORAfied

This model is a fine-tuned version of google/gemma-2b on the databricks/databricks-dolly-15k dataset. It achieves the following results on the evaluation set:

Loss: 2.0206

Training Hardware

This model was trained using:

GPU: Intel(R) Data Center GPU Max 1100
CPU: Intel(R) Xeon(R) Platinum 8480+

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 1e-05
train_batch_size: 2
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 8
total_train_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.05
training_steps: 1480

Training results

Training Loss	Epoch	Step	Validation Loss
2.927	1.64	100	2.5783
2.4568	3.28	200	2.2983
2.2609	4.92	300	2.1769
2.1671	6.56	400	2.1051
2.1065	8.2	500	2.0739
2.0844	9.84	600	2.0567
2.0643	11.48	700	2.0455
2.0511	13.11	800	2.0374
2.0435	14.75	900	2.0318
2.0304	16.39	1000	2.0276
2.0245	18.03	1100	2.0248
2.0247	19.67	1200	2.0228
2.0096	21.31	1300	2.0212
2.0183	22.95	1400	2.0206

Framework versions

PEFT 0.10.0
Transformers 4.39.3
Pytorch 2.0.1a0+cxx11.abi
Datasets 2.18.0
Tokenizers 0.15.2

Library: peft
License: gemma
Created: Apr 12, 2024
Updated: Jun 28, 2024