loha_fine_tuned_cb_croslo

lenatr99/loha_fine_tuned_cb_croslo

loha_fine_tuned_cb_croslo is a machine learning model from lenatr99. 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 cc-by-4.0.

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

Downloads · 30 days

30% of all-time downloads

All-time downloads

Public

Repo size

4.7 MB

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.safetensors4.7 MB · 77%

At a glance

Library: peft
License: cc-by-4.0
Access: Public
Created: May 3, 2024
Updated: May 3, 2024
SHA: 20eebdda

Base models

EMBEDDIA/crosloengual-bert

Model card

From the Hugging Face model README

loha_fine_tuned_cb_croslo

This model is a fine-tuned version of EMBEDDIA/crosloengual-bert on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.2436
Accuracy: 0.3182
F1: 0.1536

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: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
training_steps: 400

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	F1
0.9874	3.5714	50	1.1351	0.3182	0.1591
0.8665	7.1429	100	1.1589	0.3182	0.1536
0.8359	10.7143	150	1.1890	0.3182	0.1536
0.7662	14.2857	200	1.2116	0.3182	0.1536
0.769	17.8571	250	1.2287	0.3182	0.1536
0.7534	21.4286	300	1.2380	0.3182	0.1536
0.7359	25.0	350	1.2421	0.3182	0.1536
0.7449	28.5714	400	1.2436	0.3182	0.1536

Framework versions

PEFT 0.10.1.dev0
Transformers 4.40.1
Pytorch 2.3.0
Datasets 2.19.0
Tokenizers 0.19.1

Library: peft
License: cc-by-4.0
Created: May 3, 2024
Updated: May 3, 2024