---
library_name: transformers
license: apache-2.0
language:
- en
base_model:
- microsoft/Phi-3.5-mini-instruct
pipeline_tag: text-generation
tags:
- medical
---

# Model Card for Model ID

<!-- Provide a quick summary of what the model is/does. -->
This model is a finetuned Phi3.5-mini-instruct model trained on a dataset covering 4 domains, which are healthcare, telecommunications, banking and ecommerce. This model can 
answer almost all questions from the above mentioned domains. 


## Model Details

### Model Description

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This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated.

- **Developed by:** **Ankit Dutta**
- **Model type:** **Text-generation**
- **Language(s) (NLP):** **English**
- **License:** **MIT**
- **Finetuned from model [optional]:** **Phi3.5-mini-instruct-4k**

### Model Sources [optional]

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- **Repository:** [https://github.com/ankitdutta428/smart-chatbot]

## Uses

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### Direct Use

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[More Information Needed]

### Downstream Use [optional]

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### Out-of-Scope Use

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## Bias, Risks, and Limitations

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### Recommendations

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Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.

## How to Get Started with the Model

Use the code below to get started with the model.

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## Training Details

### Training Data

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### Training Procedure

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#### Preprocessing [optional]

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#### Training Hyperparameters

- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->

#### Speeds, Sizes, Times [optional]

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## Evaluation

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### Testing Data, Factors & Metrics

#### Testing Data

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#### Factors

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#### Metrics

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### Results

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#### Summary



## Model Examination [optional]

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## Further Model Details

Further model details can be obtained from the paper [Dutta et al. 2025](http://arxiv.org/abs/2503.14136) or by directly contacting the authors whose email address 
can be obtained from the paper.


## Technical Specifications [optional]

### Model Architecture and Objective

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### Compute Infrastructure

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#### Hardware

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#### Software

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## Citation [optional]

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**BibTeX:**

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**APA:**

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## Glossary [optional]

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## More Information [optional]

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## Model Card Authors [optional]

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## Model Card Contact

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