Sponsored by APIMaster
Toolify Toolify logo
AI Models
tamillion

monsoon-nlp / tamillion

Run on huggingface.co
huggingface.co
Total runs: 15
24-hour runs: 0
7-day runs: 0
30-day runs: 2
Model's Last Updated: September 21 2023
feature-extraction

Introduction of tamillion

Model Details of tamillion

TaMillion

This is the second version of a Tamil language model trained with Google Research's ELECTRA .

Tokenization and pre-training CoLab: https://colab.research.google.com/drive/1Pwia5HJIb6Ad4Hvbx5f-IjND-vCaJzSE?usp=sharing

V1: small model with GPU; 190,000 steps;

V2 (current): base model with TPU and larger corpus; 224,000 steps

Classification

Sudalai Rajkumar's Tamil-NLP page contains classification and regression tasks: https://www.kaggle.com/sudalairajkumar/tamil-nlp

Notebook: https://colab.research.google.com/drive/1_rW9HZb6G87-5DraxHvhPOzGmSMUc67_?usp=sharin

The model outperformed mBERT on news classification: (Random: 16.7%, mBERT: 53.0%, TaMillion: 75.1%)

The model slightly outperformed mBERT on movie reviews: (RMSE - mBERT: 0.657, TaMillion: 0.626)

Equivalent accuracy on the Tirukkural topic task.

Question Answering

I didn't find a Tamil-language question answering dataset, but this model could be finetuned to train a QA model. See Hindi and Bengali examples here: https://colab.research.google.com/drive/1i6fidh2tItf_-IDkljMuaIGmEU6HT2Ar

Corpus

Trained on IndicCorp Tamil (11GB) https://indicnlp.ai4bharat.org/corpora/ and 1 October 2020 dump of https://ta.wikipedia.org (482MB)

Vocabulary

Included as vocab.txt in the upload

Runs of monsoon-nlp tamillion on huggingface.co

15
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
2
30-day runs

More Information About tamillion huggingface.co Model

tamillion huggingface.co

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

tamillion huggingface.co Url

https://huggingface.co/monsoon-nlp/tamillion

monsoon-nlp tamillion online free

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

monsoon-nlp tamillion online free url in huggingface.co:

https://huggingface.co/monsoon-nlp/tamillion

tamillion install

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

tamillion install url in huggingface.co:

https://huggingface.co/monsoon-nlp/tamillion

Url of tamillion

Provider of tamillion huggingface.co

monsoon-nlp
ORGANIZATIONS
huggingface.co

Other API from monsoon-nlp

 huggingface.co
monsoon-nlp/gpt-nyc

Total runs: 47
Run Growth: 29
Growth Rate: 61.70%
Updated:September 03 2023
huggingface.co
monsoon-nlp/byt5-dv

Total runs: 17
Run Growth: 8
Growth Rate: 47.06%
Updated:February 25 2025
huggingface.co
monsoon-nlp/dv-wave

Total runs: 15
Run Growth: -2
Growth Rate: -14.29%
Updated:February 03 2025
huggingface.co
monsoon-nlp/sanaa

Total runs: 7
Run Growth: -8
Growth Rate: -114.29%
Updated:May 23 2021