clinical_longformer_same_tokens_cienmil

SandriBarros/clinical_longformer_same_tokens_cienmil

clinical_longformer_same_tokens_cienmil is a fill-mask model from SandriBarros. Use it when you need the model to fill a missing word. It is set up for transformers. The card lists the license as apache-2.0.

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

Downloads · 30 days

15% of all-time downloads

All-time downloads

Public

Parameters

149M

1.2 GB on disk

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.safetensors595 MB · 99%

At a glance

Task: Fill-Mask
Library: transformers
License: apache-2.0
Model type: longformer
Access: Public
Created: Nov 5, 2023
Updated: Nov 6, 2023
SHA: 9259c88d

Try a prompt

Base models

allenai/longformer-base-4096

Model card

From the Hugging Face model README

clinical_longformer_same_tokens_cienmil

This model is a fine-tuned version of allenai/longformer-base-4096 on the None dataset. It achieves the following results on the evaluation set:

Loss: 2.0099

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: 16
seed: 42
gradient_accumulation_steps: 120
total_train_batch_size: 240
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 1500
num_epochs: 1

Training results

Training Loss	Epoch	Step	Validation Loss
2.8534	0.32	121	2.3812
2.7631	0.65	242	2.1835
2.595	0.97	363	2.0099

Framework versions

Transformers 4.35.0
Pytorch 2.1.0+cu118
Datasets 2.14.6
Tokenizers 0.14.1

Task: Fill-Mask
Library: transformers
Type: longformer
License: apache-2.0
Created: Nov 5, 2023
Updated: Nov 6, 2023