PMC_llava-v1.6-mistral-qformer

Theon1130/PMC_llava-v1.6-mistral-qformer

PMC_llava-v1.6-mistral-qformer is a text generation model from Theon1130. Use it when you need the model to write or continue text. It is set up for transformers.

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

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At a glance

Task: Text Generation
Library: transformers
Model type: llava_mistral
Access: Public
Created: May 12, 2024
Updated: May 12, 2024
SHA: 06d5c7df

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Model card

From the Hugging Face model README

ROCO_pmc_llava-v1.6-mistral_qfomer

This model was trained from scratch on the None dataset. It achieves the following results on the evaluation set:

Loss: 2.0025

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: 2e-05
train_batch_size: 2
eval_batch_size: 2
seed: 42
gradient_accumulation_steps: 16
total_train_batch_size: 32
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_ratio: 0.03
num_epochs: 1

Training results

Training Loss	Epoch	Step	Validation Loss
1.875	0.24	500	2.0133
2.125	0.49	1000	2.0040
2.0469	0.73	1500	2.0028
1.9609	0.98	2000	2.0025

Framework versions

Transformers 4.37.2
Pytorch 2.1.2+cu121
Datasets 2.19.1
Tokenizers 0.15.1

Task: Text Generation
Library: transformers
Type: llava_mistral
Created: May 12, 2024
Updated: May 12, 2024