https://github.com/afauzulh/generative-chatbot-lstm
Open Domain Generative Chatbot using Sequence-to-sequence LSTM
https://github.com/afauzulh/generative-chatbot-lstm
chatbot deep-learning docker pytorch sequence-to-sequence
Last synced: about 2 months ago
JSON representation
Open Domain Generative Chatbot using Sequence-to-sequence LSTM
- Host: GitHub
- URL: https://github.com/afauzulh/generative-chatbot-lstm
- Owner: AFauzulh
- Created: 2022-07-26T02:52:06.000Z (almost 4 years ago)
- Default Branch: master
- Last Pushed: 2024-10-29T08:31:50.000Z (over 1 year ago)
- Last Synced: 2025-02-01T09:28:22.063Z (over 1 year ago)
- Topics: chatbot, deep-learning, docker, pytorch, sequence-to-sequence
- Language: CSS
- Homepage:
- Size: 2.66 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# Open-domain Generative-based Chatbot using Deep Learning and Sequence-to-sequence LSTM
- Model : Encoder-Decoder with Unidirectional LSTM
- Maximum Length : 15
- Hyperparameter:
* Tuning method: Sequential
* Embedding Dimension : 1536
* Batch Size : 512
* Hidden Dim LSTM : 512
* Learning Rate : 0.001
## Deployment
To deploy this project run
### Step 1 : Build Docker Image
```bash
docker build -t chatbot-app .
```
### Step 2 : Run Docker Container
```bash
docker run -d --restart always --name chatbot-app -p 5000:5000 chatbot-app
```
To stop and delete the container run
```bash
docker stop chatbot-app && docker rm chatbot-app
```