Dolphin-2.2.1-Mistral-7B

Dolphin 2.2.1 (dolphin-2.2.1-mistral-7b) is a generative AI model focused on enhancing conversational abilities and empathy in AI interactions. It aims to provide users with a more personal and understanding AI assistant experience.

Key features:
- Incorporates elements from the Samantha DNA to offer personal advice and show care for user's feelings, especially in long multi-turn conversations
- Uncensored model with dataset filtered to remove alignment and bias, making it highly compliant to requests (users advised to implement own alignment layer before using as a service)
- Utilizes custom Dolphin dataset, an open-source implementation modified from Microsoft's Orca, enhanced with Airoboros dataset for creativity and subsets of WizardLM and Samantha for conversation and empathy
- Underwent 48 hours of training over 4 epochs on 4x A100 GPUs
- Uses ChatML prompt format for structured and efficient interactions

How it works:
Dolphin 2.2.1 is a web-based AI model accessible through platforms like Hugging Face. Users input prompts in the ChatML format, which the model processes to generate responses. The model's design fixes overfit training issues, ensuring it only responds with Chain of Thought (CoT) when explicitly requested and maintains a sensible level of compliance.

Integrations:
Dolphin 2.2.1 is based on mistralAI and licensed under Apache 2.0, making it suitable for both commercial and non-commercial use. Its open-source nature and licensing suggest it can be integrated into a wide range of applications and services requiring advanced AI capabilities for text generation and conversation.

Use of AI:
Dolphin 2.2.1 is ideal for developers, researchers, and businesses looking to incorporate advanced conversational AI into their applications or services. Its capabilities in generating empathetic and human-like responses make it particularly suited for customer service bots, virtual assistants, and interactive entertainment applications.

AI foundation model:
The model is based on mistralAI.

How to access:
Dolphin 2.2.1 is accessible as a web-based AI model through platforms like Hugging Face.