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Dpopenhermes 7B V2

Developed by openaccess-ai-collective
DPOpenHermes 7B v2 is the second RL fine-tuned model based on OpenHermes-2.5-Mistral-7B, utilizing Direct Preference Optimization (DPO) for reinforcement learning with the Intel/orca_dpo_pairs and allenai/ultrafeedback_binarized_cleaned preference datasets.
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Release Time : 12/6/2023

Model Overview

This is an RL fine-tuned large language model primarily designed for text generation tasks, excelling particularly in multi-turn dialogues and instruction following.

Model Features

Direct Preference Optimization
Utilizes DPO method for reinforcement learning fine-tuning, enhancing the model's preference for high-quality responses.
ChatML Prompt Format
Supports multi-turn dialogues in ChatML format, providing a more structured conversational system.
System Prompt Support
Effectively leverages system instructions to perform tasks within multi-turn dialogues.

Model Capabilities

Multi-turn Dialogue
Instruction Following
Text Generation

Use Cases

Dialogue Systems
Intelligent Assistant
Can serve as an intelligent assistant for multi-turn dialogues.
Capable of understanding and executing complex user instructions.
Education
Learning Aid
Assists students in answering questions and providing learning guidance.
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