metadata

language:
  - en
  - ru
license: mit
tags:
  - Cometrain AutoCode
  - Cometrain AlphaML
  - moex
datasets:
  - financial-sentiment-analysis
  - moscow-exchange-market
  - financial_phrasebank
widget:
  - text: >-
      April 14 (Reuters) - Rio Tinto (RIO.AX), one of the largest Australian
      mining companies, on Thursday confirmed its exit from the state mining
      lobby group after raising concerns that its policy on expansion of coal
      mines did not align with the Paris Climate Agreement.
    example_title: Rio Tinto Decision (Neutral)
  - text: >-
      LONDON, April 13 (Reuters) - Crypto lender Nexo said it has teamed up with
      global payments company Mastercard (MA.N) to launch on Wednesday what it
      calls the world's first crypto-backed payment card.
    example_title: New Mastercard & Nexo project (Positive)
  - text: >-
      April 14 (Reuters) - The Russian rouble weakened on Thursday, driven by
      expectations that Russia may relax its temporary capital control measures
      further, while stocks fell as the country continued what it calls 'a
      special military operation' in Ukraine.
    example_title: Crisis in Russia (Negative)
inference:
  parameters:
    top_p: 0.9
    temperature: 0.5

moexT5

The stocks-news-t5 model was further trained based on Moscow Exchange data obtained with AlgoPack(https://www.moex.com/ru/algopack)

stocks-news-t5

This model has been automatically fine-tuned and tested as part of the development of the GPT-2-based AutoML framework for accelerated and easy development of NLP enterprise solutions. Fine-tuned T5 allows to analyze financial market news. Automatically trained on Financial Sentiment Analysis(2022) dataset.

Made with Cometrain AlphaML & AutoCode

This model was automatically fine-tuned using the Cometrain AlphaML framework and tested with CI/CD pipeline made by Cometrain AutoCode

Cometrain AlphaML command

$ cometrain create --name stocks-news --model auto --task 'Machine learning model for finance news analysis' --output transformers