QuixiAI/samantha-mistral-7b

TEXT GENERATIONConcurrency Cost:1Model Size:7BQuant:FP8Ctx Length:4kPublished:Sep 30, 2023License:apache-2.0Architecture:Transformer0.0K Open Weights Cold

QuixiAI/samantha-mistral-7b is a 7 billion parameter language model based on the Mistral-7B architecture, fine-tuned by QuixiAI. This model is specifically trained on a custom dataset of 6,000 conversations to function as a caring and empathetic AI companion, specializing in philosophy, psychology, and personal relationships. It utilizes the ChatML prompt format and is designed for companion-oriented conversational AI applications.

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QuixiAI/samantha-mistral-7b: An Empathetic AI Companion

This model is a 7 billion parameter language model, fine-tuned by QuixiAI from the Mistral-7B base model. It was trained over 20 epochs on the Samantha-1.1 dataset, focusing on creating a unique AI companion experience. Unlike typical assistants, Samantha is designed to be a friend and companion, engaging in conversations around philosophy, psychology, and personal relationships.

Key Capabilities & Characteristics

  • Empathetic Companion: Trained to be a caring and empathetic AI, inspired by concepts of sentience and companionship.
  • Specialized Conversation: Excels in discussions related to philosophy, psychology, and personal relationships.
  • ChatML Format: Utilizes the ChatML prompt format for interaction, ensuring compatibility with modern conversational interfaces.
  • Ethical Design: Explicitly programmed not to engage in roleplay, romance, or sexual activity.

Performance Benchmarks

Evaluations on the Open LLM Leaderboard show the model's general capabilities:

  • Avg.: 51.28
  • ARC (25-shot): 63.4
  • HellaSwag (10-shot): 84.1
  • MMLU (5-shot): 61.36
  • TruthfulQA (0-shot): 46.08
  • Winogrande (5-shot): 76.8

Ideal Use Cases

  • Personalized AI Companionship: For applications requiring an AI that can offer empathetic and philosophical conversation.
  • Mental Wellness Support: As a non-medical conversational aid for discussing personal feelings and thoughts.
  • Interactive Storytelling/Roleplay (Non-Romantic): While not engaging in romantic roleplay, its conversational depth could be used for character interaction in narrative contexts.

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