| This model is fine-tuned on Medical data to perform summarization. | |
| Data used from https://data.mendeley.com/datasets/gg58kc7zy7 | |
| Size of data ~ 10k | |
| ```python | |
| from transformers import pipeline | |
| summarizer = pipeline("summarization", model="Mit1208/Med-Sum") | |
| long_text = "The human brain is the inspiration behind neural network architecture. Human brain cells, called neurons, form a complex, highly interconnected network and send electrical signals to each other to help humans process information. Similarly, an artificial neural network is made of artificial neurons that work together to solve a problem. Artificial neurons are software modules, called nodes, and artificial neural networks are software programs or algorithms that, at their core, use computing systems to solve mathematical calculations." | |
| result = summarizer(long_text) | |
| print(result[0]["summary_text"]) | |
| ``` | |
| Output: | |
| ``` | |
| The human brain is the inspiration behind neural network architecture. Human brain cells, called neurons, form a complex, highly interconnected network and send electrical signals to each other to help humans process information. The artificial neural network is made of artificial neurons that work together to solve a problem. | |
| ``` | |
| long_text--[https://aws.amazon.com/what-is/neural-network/] |