metacognitive-cls huggingface.co api & tiedaar metacognitive-cls github AI Model

Introduction of metacognitive-cls

Model Details of metacognitive-cls

metacognitive-cls

This model is a fine-tuned version of microsoft/deberta-v3-large on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.1024
Accuracy: 0.9640
F1: 0.8326
Precision: 0.8742
Recall: 0.7947

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: 9.946303722432942e-06
train_batch_size: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
num_epochs: 12

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	F1	Precision	Recall
0.6685	1.0	76	0.6265	0.7931	0.0543	0.0559	0.0528
0.45	2.0	152	0.2973	0.8983	0.3275	0.6410	0.2199
0.2947	3.0	228	0.2671	0.9069	0.4910	0.6385	0.3988
0.2561	4.0	304	0.2246	0.9234	0.5323	0.8516	0.3871
0.2201	5.0	380	0.1926	0.9442	0.6988	0.8909	0.5748
0.1896	6.0	456	0.1704	0.9439	0.6828	0.9385	0.5367
0.1574	7.0	532	0.1468	0.9515	0.7452	0.9110	0.6305
0.1203	8.0	608	0.1213	0.9591	0.8056	0.8653	0.7537
0.0924	9.0	684	0.1119	0.9634	0.8290	0.8734	0.7889
0.0771	10.0	760	0.1073	0.9620	0.8206	0.8767	0.7713
0.067	11.0	836	0.1016	0.9657	0.8415	0.8762	0.8094
0.0609	12.0	912	0.1024	0.9640	0.8326	0.8742	0.7947

Framework versions

Transformers 4.40.1
Pytorch 2.3.0+cu121
Datasets 2.19.0
Tokenizers 0.19.1

Runs of tiedaar metacognitive-cls on huggingface.co

108

Total runs

24-hour runs

3-day runs

7-day runs

30-day runs

More Information About metacognitive-cls huggingface.co Model

More metacognitive-cls license Visit here:

https://choosealicense.com/licenses/mit

metacognitive-cls huggingface.co

metacognitive-cls huggingface.co is an AI model on huggingface.co that provides metacognitive-cls's model effect (), which can be used instantly with this tiedaar metacognitive-cls model. huggingface.co supports a free trial of the metacognitive-cls model, and also provides paid use of the metacognitive-cls. Support call metacognitive-cls model through api, including Node.js, Python, http.

metacognitive-cls huggingface.co Url

https://huggingface.co/tiedaar/metacognitive-cls

tiedaar metacognitive-cls online free

metacognitive-cls huggingface.co is an online trial and call api platform, which integrates metacognitive-cls's modeling effects, including api services, and provides a free online trial of metacognitive-cls, you can try metacognitive-cls online for free by clicking the link below.

tiedaar metacognitive-cls online free url in huggingface.co:

https://huggingface.co/tiedaar/metacognitive-cls

metacognitive-cls install

metacognitive-cls is an open source model from GitHub that offers a free installation service, and any user can find metacognitive-cls on GitHub to install. At the same time, huggingface.co provides the effect of metacognitive-cls install, users can directly use metacognitive-cls installed effect in huggingface.co for debugging and trial. It also supports api for free installation.