metadata
language: en
thumbnail: https://huggingface.co/sampathkethineedi
widget:
- text: >-
3rd Rock Multimedia Limited is an India-based event management company.
The Company conducts film promotions, international events, corporate
events and cultural events. The Company's entertainment properties include
3rd Rock Fashion Fiesta and 3rd Rock Calendar. The Company's association
with various events in Mumbai includes Bryan Adam's Live in Concert,
Michael Learns to Rock (MLTR) Eternity Concert, 3rd Rock's Calendar Launch
2011-2012, Airtel I Phone 4 Launch and ISPL Cricket Tournament 2012.
- text: >-
Stellar Capital Services Limited is an India-based non-banking financial
company. The Company is mainly engaged in the business of providing loans
and advances and investing in shares, both quoted and unquoted. The
Company's segments are trading in share and securities, and advancing of
loans. The trading in share and securities segment includes trading in
quoted equity shares, mutual funds, bonds, futures and options, and
currency. The Company's financial services include inter corporate
deposits, financial consultancy, retail initial public offering (IPO)
funding, loan against property, management consultancy, personal loans and
unsecured loans.
- text: >-
Chemcrux Enterprises Ltd is a manufacturer of intermediates for bulk
drugs, and dyes and pigments. The Company's products include 2 Chloro
Benzoic Acid; 3 Chloro Benzoic Acid; 4 Chloro Benzoic Acid; 4 Nitro
Benzoic Acid; 2,4 Dichloro Benzoic Acid; 4 Chloro 3 Nitro Benzoic Acid; 2
Chloro 5 Nitro Benzoic Acid; Meta Nitro Benzoic Acid; Lassamide, and Meta
Chloro Per Benzoic Acid. The Company also offers various products on
custom requirements, including Aceturic Acid; Meta Chloro Benzoyl
Chloride; 3-Nitro-4-Methoxy Benzoic Acid; 2 Amino 5 Sulfonamide Benzoic
Acid; 3,4 Dichloro Benzoic Acid; 5-Nitro Salycylic Acid, and 4-Chloro
Benzoic Acid -3-Sulfonamide. The Company's plant has a capacity of 120
metric tons per month. The Company exports to Europe, Japan, the Middle
East and East Africa. It is engaged in development and execution of
various processes, such as High Pressure Oxidation, Nitration and Chloro
Sulfonation.
tags:
- bert
- pytorch
- text-classification
- industry tags
- buisiness description
- multi-label
- classification
- inference
liscence: mit
industry-classification-api
Model description
BERT Model to classify a business description into one of 62 industry tags. Trained on 7000 samples of Business Descriptions and associated labels of companies in India.
How to use
PyTorch only
from transformers import AutoTokenizer, AutoModelForSequenceClassification, pipeline
tokenizer = AutoTokenizer.from_pretrained("sampathkethineedi/industry-classification")
model = AutoModelForSequenceClassification.from_pretrained("industry-classification")
industry_tags = pipeline('sentiment-analysis', model=model, tokenizer=tokenizer)
industry_tags("Stellar Capital Services Limited is an India-based non-banking financial company ... loan against property, management consultancy, personal loans and unsecured loans.")
'''Ouput'''
[{'label': 'Consumer Finance', 'score': 0.9841355681419373}]
Limitations and bias
Training data is only for Indian companies