---
license: mit
datasets:
- CreitinGameplays/merged-data-v2
base_model: 
- HuggingFaceH4/zephyr-7b-beta
- mistral-community/Mistral-7B-v0.2
language:
- en
---
# **ConvAI-9b: A Conversational AI Model**
![img](https://huggingface.co/CreitinGameplays/ConvAI-9b/resolve/main/convai.png)
## **1. Model Details**

* **Model Name:** ConvAI-9b
* **Authors:** CreitinGameplays
* **Date:** April 18th, 2024 

## **2. Model Description**

ConvAI-9b is a fine-tuned conversational AI model with 9 billion parameters. It is based on the following models:

* **Base Model:** [HuggingFaceH4/zephyr-7b-beta](https://huggingface.co/HuggingFaceH4/zephyr-7b-beta)
* **Merged Model:** [mistral-community/Mistral-7B-v0.2](https://huggingface.co/mistral-community/Mistral-7B-v0.2)

## **3. Training Data**

The model was fine-tuned on a custom dataset of conversations between an AI assistant and a user. The dataset format followed a specific structure:

 ```
<|system|> (system prompt, e.g.: You are a helpful AI language model called ChatGPT, your goal is helping users with their questions) </s> <|user|> (user prompt) </s>
```


## **4. Intended Uses**

ConvAI-9b is intended for use in conversational AI applications, such as:

* Chatbots
* Virtual assistants
* Interactive storytelling
* Educational tools

## **5. Limitations**

* Like any other language model, ConvAI-9b may generate incorrect or misleading responses.
* It may exhibit biases present in the training data.
* The model's performance can be affected by the quality and format of the input text.

## **6. Evaluation**
| Metrics  |Value|
|----------|-----|
|ARC       |57.50|
|HellaSwag |80.34|
|TruthfulQA|49.54|
|Winogrande|76.24|

More detailed evaluation [here](https://huggingface.co/datasets/open-llm-leaderboard/details_CreitinGameplays__ConvAI-9b)