---
title: "Popular Models"
description: "These are examples of using some of the most common Hugging Face models in an algorithm."
canonical: https://www.quantconnect.com/docs/v2/writing-algorithms/machine-learning/hugging-face/popular-models
markdown: https://www.quantconnect.com/docs/v2/writing-algorithms/machine-learning/hugging-face/popular-models.md
language: python
source: https://github.com/QuantConnect/Documentation/tree/master/03%20Writing%20Algorithms/31%20Machine%20Learning/04%20Hugging%20Face/02%20Popular%20Models
modified: 2026-10-29
index: https://www.quantconnect.com/llms.txt
---

# Popular Models

[Documentation](https://www.quantconnect.com/docs/v2.md) > [Writing Algorithms](https://www.quantconnect.com/docs/v2/writing-algorithms.md) > Machine Learning > Hugging Face > Popular Models

> Code examples are shown in Python. Append `?lang=csharp` to this URL for the C# version of this page.

These are examples of using some of the most common Hugging Face models in an algorithm. Click one to learn more.

- [Chronos-T5](https://www.quantconnect.com/docs/v2/writing-algorithms/machine-learning/hugging-face/popular-models/chronos-t5.md): Time series forecasting
- [DistilBERT](https://www.quantconnect.com/docs/v2/writing-algorithms/machine-learning/hugging-face/popular-models/distilbert.md): Question Answering
- [FinBERT](https://www.quantconnect.com/docs/v2/writing-algorithms/machine-learning/hugging-face/popular-models/finbert.md): Sentiment analysis
- [Sentiment Analysis](https://www.quantconnect.com/docs/v2/writing-algorithms/machine-learning/hugging-face/popular-models/sentiment-analysis.md): Text classification
- [Fill-Mask](https://www.quantconnect.com/docs/v2/writing-algorithms/machine-learning/hugging-face/popular-models/fill-mask.md): Feature extraction
- [Text Generation](https://www.quantconnect.com/docs/v2/writing-algorithms/machine-learning/hugging-face/popular-models/text-generation.md): Text generation
- [Chronos-Bolt](https://www.quantconnect.com/docs/v2/writing-algorithms/machine-learning/hugging-face/popular-models/chronos-bolt.md): Time series forecasting

## Pages in This Section

- [Chronos-T5](https://www.quantconnect.com/docs/v2/writing-algorithms/machine-learning/hugging-face/popular-models/chronos-t5.md): This page explains how to use Chronos-T5 in LEAN trading algorithms.
- [DistilBERT](https://www.quantconnect.com/docs/v2/writing-algorithms/machine-learning/hugging-face/popular-models/distilbert.md): This page explains how to use DistilBERT in LEAN trading algorithms.
- [FinBERT](https://www.quantconnect.com/docs/v2/writing-algorithms/machine-learning/hugging-face/popular-models/finbert.md): This page explains how to use FinBERT in LEAN trading algorithms.
- [Sentiment Analysis](https://www.quantconnect.com/docs/v2/writing-algorithms/machine-learning/hugging-face/popular-models/sentiment-analysis.md): This page explains how to use Hugging Face sentiment analysis models in LEAN trading algorithms.
- [Fill-Mask](https://www.quantconnect.com/docs/v2/writing-algorithms/machine-learning/hugging-face/popular-models/fill-mask.md): This page explains how to use Hugging Face fill-mask models in LEAN trading algorithms.
- [Text Generation](https://www.quantconnect.com/docs/v2/writing-algorithms/machine-learning/hugging-face/popular-models/text-generation.md): This page explains how to use Hugging Face text generation models in LEAN trading algorithms.
- [Chronos-Bolt](https://www.quantconnect.com/docs/v2/writing-algorithms/machine-learning/hugging-face/popular-models/chronos-bolt.md): This page explains how to use Chronos-Bolt time series forecasting models in LEAN trading algorithms.