Dolphin-2.2.1-Mistral-7B

Dolphin 2.2.1 is a generative artificial intelligence model designed to enhance AI capabilities in understanding and generating human-like text. This model focuses on improving conversation and empathy in AI interactions, aiming to provide users with a more personal and understanding AI assistant.

Key features:
- Conversation and Empathy: Incorporates elements from the curated Samantha DNA to offer personal advice and show care for the user's feelings, making interactions more human-like in long multi-turn conversations.
- Uncensored Model: Dataset filtered to remove alignment and bias, making it highly compliant to requests, including unethical ones. Users advised to implement their own alignment layer before using as a service.
- Custom Dataset: Enhanced with Airoboros dataset for increased creativity and subsets of WizardLM and Samantha for improved conversation and empathy.
- Training Details: Underwent 48 hours of training over 4 epochs on 4x A100 GPUs.
- ChatML Prompt Format: Utilizes ChatML for structured and efficient interactions.

How it works:
1. Users access the model through platforms like Hugging Face.
2. Prompts are input using the ChatML format.
3. The model processes the input and generates responses.
4. Responses maintain a sensible level of compliance and only use Chain of Thought (CoT) when explicitly requested.

Integrations:
Hugging Face

Use of AI:
Dolphin 2.2.1 leverages advanced AI techniques to understand and generate human-like text, focusing on empathetic and conversational interactions. It processes user inputs to provide contextually relevant and personalized responses.

AI foundation model:
The model is based on mistralAI and incorporates elements from various datasets including Airoboros, WizardLM, and Samantha.

Target users:
- Developers
- Researchers
- Businesses seeking advanced conversational AI capabilities

How to access:
Dolphin 2.2.1 is accessible through web-based platforms like Hugging Face. Users can interact with the model by inputting prompts in the ChatML format.

Licensing and Sponsorship:
Licensed under Apache 2.0, suitable for both commercial and non-commercial use. Development sponsored by a16z.