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zkdeng/
10-finetuned-spiderTraining50-200

Name: 10-finetuned-spiderTraining50-200
Availability: InStock

pytorch

convnextv2

generated_from_trainer

facebook/convnextv2-tiny-22k-384

finetune

apache-2.0

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10-finetuned-spiderTraining50-200

This model is a fine-tuned version of facebook/convnextv2-tiny-22k-384 on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.3858
Accuracy: 0.8899
Precision: 0.8906
Recall: 0.8904
F1: 0.8882

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: 0.0005
train_batch_size: 16
eval_batch_size: 16
seed: 42
distributed_type: multi-GPU
gradient_accumulation_steps: 4
total_train_batch_size: 64
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.1
num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	Precision	Recall	F1
1.6006	1.0	125	1.3292	0.6246	0.6998	0.6230	0.6169
1.3122	2.0	250	1.0785	0.6747	0.7123	0.6769	0.6664
0.8869	3.0	375	0.9295	0.7367	0.7838	0.7398	0.7424
0.7394	4.0	500	0.6719	0.8078	0.8157	0.8089	0.8041
0.5704	5.0	625	0.6200	0.8198	0.8320	0.8265	0.8176
0.4273	6.0	750	0.5874	0.8338	0.8469	0.8338	0.8310
0.3289	7.0	875	0.5009	0.8549	0.8618	0.8523	0.8519
0.2828	8.0	1000	0.4697	0.8699	0.8728	0.8696	0.8677
0.2991	9.0	1125	0.4464	0.8639	0.8651	0.8653	0.8609
0.2108	10.0	1250	0.3858	0.8899	0.8906	0.8904	0.8882

Framework versions

Transformers 4.33.3
Pytorch 2.0.1+cu117
Datasets 2.14.5
Tokenizers 0.13.3

zkdeng/10-finetuned-spiderTraining50-200

10-finetuned-spiderTraining50-200

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

zkdeng/
10-finetuned-spiderTraining50-200