Edit model card

You need to agree to share your contact information to access this model

This repository is publicly accessible, but you have to accept the conditions to access its files and content.

Log in or Sign Up to review the conditions and access this model content.

Mistral-7B-Instruct-v0.2-theme_15k-sft-lora

Model Details

Mistral-7B-Instruct-v0.2-theme_15k-sft-lora is an advanced text generation AI model created by 2digit with a specific focus on news analysis.

Stock-Related Theme Recognition: This model excels in identifying themes and topics relevant to the stock market. It efficiently detects news related to market trends, investment strategies, regulatory changes, and other stock market content. By categorizing articles based on these themes, Mistral-7B-Instruct-v0.2-theme_15k-sft-lora aids analysts and investors in staying updated on pertinent market developments.

Advantages:

  • Efficiency: Mistral-7B-Instruct-v0.2-theme_15k-sft-lora streamlines the workflow for news analysis. It automatically extracts critical information from news articles, facilitating quicker insights for financial analysts, journalists, market researchers, and investors.
  • Stock Grouping Capability: Leveraging the identified themes, the model enables the grouping of stocks. By categorizing stocks into relevant groups based on extracted themes, Mistral-7B-Instruct-v0.2-theme_15k-sft-lora offers a structured approach to market analysis. This functionality aids in focused analysis, comparison within thematic clusters, and assists in portfolio management and investment strategy formulation.

Overall, Mistral-7B-Instruct-v0.2-theme_15k-sft-lora stands as a robust solution for individuals engaged in news analysis, offering timely insights and facilitating informed decision-making in the dynamic landscape of the stock market.

License

Use of this model requires company approval. Please contact AI@2digit.io. For more details, please refer to the website below: https://2digit.io/#contactus

Dataset

The model was trained on an internal dataset from 2digit, consisting of 15k dataset.

size description
15,473 Human-labeled theme stock dataset

Evaluation

We measured model accuracy through an internal evaluation system.

task accuracy description
theme 0.91 Extract themes and related companies
Downloads last month

-

Downloads are not tracked for this model. How to track
Inference Examples
This model does not have enough activity to be deployed to Inference API (serverless) yet. Increase its social visibility and check back later, or deploy to Inference Endpoints (dedicated) instead.

Collection including davidkim205/Mistral-7B-Instruct-v0.2-theme_15k-sft-lora