gm-lora-bfloat16-idefics2-8b-xrayvqa-finetuned-indiana-report

gimarchetti/gm-lora-bfloat16-idefics2-8b-xrayvqa-finetuned-indiana-report

gm-lora-bfloat16-idefics2-8b-xrayvqa-finetuned-indiana-report is a machine learning model from gimarchetti. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.

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

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Public

Updated May 8, 2024

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49.8 MB

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Hugging Face

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At a glance

License: apache-2.0
Access: Public
Created: May 8, 2024
Updated: May 8, 2024
SHA: e5be28b5

Base models

HuggingFaceM4/idefics2-8b

Model card

From the Hugging Face model README

gm-lora-bfloat16-idefics2-8b-xrayvqa-finetuned-indiana-report

This model is a fine-tuned version of HuggingFaceM4/idefics2-8b on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.5424

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: 5e-05
train_batch_size: 2
eval_batch_size: 2
seed: 42
gradient_accumulation_steps: 10
total_train_batch_size: 20
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 50
num_epochs: 1

Training results

Training Loss	Epoch	Step	Validation Loss
1.4228	0.1932	50	0.7378
0.6771	0.3864	100	0.6227
0.5602	0.5796	150	0.5832
0.5503	0.7728	200	0.5557
0.5054	0.9660	250	0.5424

Framework versions

Transformers 4.41.0.dev0
Pytorch 2.2.1+cu121
Datasets 2.19.1
Tokenizers 0.19.1

License: apache-2.0
Created: May 8, 2024
Updated: May 8, 2024