poltextlab / xlm-roberta-large-pooled-emotions10-v3

huggingface.co
Total runs: 65
24-hour runs: 0
7-day runs: -2
30-day runs: -1
Model's Last Updated: April 09 2026
text-classification

Introduction of xlm-roberta-large-pooled-emotions10-v3

Model Details of xlm-roberta-large-pooled-emotions10-v3

xlm-orberta-large-emotion10-pooled

How to use the model

from transformers import AutoTokenizer, pipeline

tokenizer = AutoTokenizer.from_pretrained("xlm-roberta-large")
pipe = pipeline(
    model="poltextlab/xlm-orberta-large-emotion10-pooled",
    task="text-classification",
    tokenizer=tokenizer,
    use_fast=False,
    token="<your_hf_read_only_token>"
)

text = "<text_to_classify>"
pipe(text)

Classification Report

Overall Performance:
  • Accuracy: 82%
  • Macro Avg: Precision: 0.83, Recall: 0.83, F1-score: 0.83
  • Weighted Avg: Precision: 0.82, Recall: 0.82, F1-score: 0.82
Per-Class Metrics:
Label Precision Recall F1-score Support
(1) Neutral 0.89 0.89 0.89 14056
(3) Anger 0.74 0.72 0.73 8260
(4) Fear 0.86 0.84 0.85 8232
(5) Disgust 0.94 0.95 0.95 8190
(6) Sadness 0.88 0.89 0.88 8211
(7) Joy 0.84 0.84 0.84 7795
(8) Hope 0.63 0.64 0.64 8155
(9) Pride 0.79 0.86 0.82 8155
(10) Enthusiasm 0.71 0.67 0.69 8155
(11) None of them 0.98 0.98 0.98 3374

Inference platform

This model is used by the CAP Babel Machine , an open-source and free natural language processing tool, designed to simplify and speed up projects for comparative research.

Cooperation

Model performance can be significantly improved by extending our training sets. We appreciate every submission of CAP-coded corpora (of any domain and language) at poltextlab{at}poltextlab{dot}com or by using the CAP Babel Machine .

Debugging and issues

This architecture uses the sentencepiece tokenizer. In order to run the model before transformers==4.27 you need to install it manually.

Runs of poltextlab xlm-roberta-large-pooled-emotions10-v3 on huggingface.co

65
Total runs
0
24-hour runs
0
3-day runs
-2
7-day runs
-1
30-day runs

More Information About xlm-roberta-large-pooled-emotions10-v3 huggingface.co Model

More xlm-roberta-large-pooled-emotions10-v3 license Visit here:

https://choosealicense.com/licenses/cc-by-4.0

xlm-roberta-large-pooled-emotions10-v3 huggingface.co

xlm-roberta-large-pooled-emotions10-v3 huggingface.co is an AI model on huggingface.co that provides xlm-roberta-large-pooled-emotions10-v3's model effect (), which can be used instantly with this poltextlab xlm-roberta-large-pooled-emotions10-v3 model. huggingface.co supports a free trial of the xlm-roberta-large-pooled-emotions10-v3 model, and also provides paid use of the xlm-roberta-large-pooled-emotions10-v3. Support call xlm-roberta-large-pooled-emotions10-v3 model through api, including Node.js, Python, http.

xlm-roberta-large-pooled-emotions10-v3 huggingface.co Url

https://huggingface.co/poltextlab/xlm-roberta-large-pooled-emotions10-v3

poltextlab xlm-roberta-large-pooled-emotions10-v3 online free

xlm-roberta-large-pooled-emotions10-v3 huggingface.co is an online trial and call api platform, which integrates xlm-roberta-large-pooled-emotions10-v3's modeling effects, including api services, and provides a free online trial of xlm-roberta-large-pooled-emotions10-v3, you can try xlm-roberta-large-pooled-emotions10-v3 online for free by clicking the link below.

poltextlab xlm-roberta-large-pooled-emotions10-v3 online free url in huggingface.co:

https://huggingface.co/poltextlab/xlm-roberta-large-pooled-emotions10-v3

xlm-roberta-large-pooled-emotions10-v3 install

xlm-roberta-large-pooled-emotions10-v3 is an open source model from GitHub that offers a free installation service, and any user can find xlm-roberta-large-pooled-emotions10-v3 on GitHub to install. At the same time, huggingface.co provides the effect of xlm-roberta-large-pooled-emotions10-v3 install, users can directly use xlm-roberta-large-pooled-emotions10-v3 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

xlm-roberta-large-pooled-emotions10-v3 install url in huggingface.co:

https://huggingface.co/poltextlab/xlm-roberta-large-pooled-emotions10-v3

Url of xlm-roberta-large-pooled-emotions10-v3

xlm-roberta-large-pooled-emotions10-v3 huggingface.co Url

Provider of xlm-roberta-large-pooled-emotions10-v3 huggingface.co

poltextlab
ORGANIZATIONS

Other API from poltextlab