https://github.com/notyusheng/huggingface-tutorial

A collection of Python scripts using Hugging Face Transformers for various tasks
https://github.com/notyusheng/huggingface-tutorial

huggingface-transformers

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A collection of Python scripts using Hugging Face Transformers for various tasks

• Host: GitHub
• URL: https://github.com/notyusheng/huggingface-tutorial
• Owner: NotYuSheng
• Created: 2024-06-04T07:10:08.000Z (8 months ago)
• Default Branch: main
• Last Pushed: 2024-06-10T15:18:04.000Z (8 months ago)
• Last Synced: 2024-11-09T17:43:55.413Z (3 months ago)
• Topics: huggingface-transformers
• Language: Python
• Homepage: https://huggingface.co/docs/transformers/en/quicktour
• Size: 42 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Hugging Face Transformers Tutorials

## Linux Docker Installation

```

apt-get update

apt install docker.io 

```

## Usage

1.  Clone this repository and navigate to LLaVA folder

```

git clone https://github.com/NotYuSheng/HuggingFace-Tutorial.git

cd HuggingFace-Tutorial

```

2.  Build the Docker Image:

```

docker build -t hf-tutorial .

```

3.  Run image as container

```

docker run -i -t hf-tutorial /bin/bash

```

## Table of content

| Index | Script(s) | Description |

| :--: | --- | --- |

| 1 | classifier.py | Sentiment-analysis to analyze and classify sentence as POSITIVE or NEGATIVE |

| 2 | speech-recognizer.py | Extract text from speech |

| 3 | classifier-multilingual.py | Sentiment-analysis to analyze and classify sentence as POSITIVE or NEGATIVE for six languages (English, Dutch, German, French, Spanish, and Italian) |

| 4 | visual-question.py | Image and text input, text response (Simple) |

| 5 | document_answering.py | Image document analysis |