---
tags:
  - tensorflow
  - text-classification
  - lstm
  - custom-model
library_name: tensorflow
task: text-classification
model_type: tensorflow
---

# LSTM Text Classification Model

This model is an LSTM-based text classification model implemented in TensorFlow.

## Model Information

- **Model Type**: TensorFlow LSTM
- **Task**: Text Classification

## Usage

You can use this model to classify text inputs into categories.

## Example Usage

```python
import requests

API_URL = "https://api-inference.huggingface.co/models/<your-username>/<model-name>"
headers = {"Authorization": "Bearer <your-hugging-face-api-key>"}
data = {"text": "This is a sample news text."}
response = requests.post(API_URL, headers=headers, json=data)
print(response.json())