Orca Mini V5 8b Dpo

🚀 llama_3_orca_mini_v5_8b_dpo

This is the llama_3_orca_mini_v5_8b model trained with various DPO Datasets, offering strong text generation capabilities.

🚀 Quick Start

This model is designed for text generation tasks. You can use it as a foundational base for further Full fine tuning, DPO, PPO or ORPO tuning and any kind of Merges.

✨ Features

• High - performance: Demonstrates good performance in multiple evaluation metrics.
• Customizable: Allows users to customize and enhance according to specific needs.

📦 Installation

The README does not provide installation steps, so this section is skipped.

💻 Usage Examples

Basic Usage

Here is the ChatML prompt format:

<|im_start|>system
You are Orca Mini, a helpful AI assistant.<|im_end|>
<|im_start|>user
Hello Orca Mini, what can you do for me?<|im_end|>
<|im_start|>assistant

Below shows a code example on how to use this model:

from transformers import AutoModel, AutoTokenizer
model_slug = "pankajmathur/orca_mini_v5_8b_dpo"
model = AutoModel.from_pretrained(model_slug)
tokenizer = AutoTokenizer.from_pretrained(model_slug)

messages = [
    {"role": "system", "content": "You are Orca Mini, a helpful AI assistant."},
    {"role": "user", "content": "Hello Orca Mini, what can you do for me?"}
]

gen_input = tokenizer.apply_chat_template(messages, return_tensors="pt")
model.generate(**gen_input)

📚 Documentation

Evaluation

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

NOTICE

⚠️ Important Note

By providing proper credit and attribution, you are granted permission to use this model as a foundational base for further Full fine tuning, DPO, PPO or ORPO tuning and any kind of Merges. I actively encourage users to customize and enhance the model according to their specific needs, as this version is designed to be a comprehensive general model. Dive in and innovate!

📄 License

This model is governed by META LLAMA 3 COMMUNITY LICENSE AGREEMENT

Quants GGUF : Coming Soon AWQ: Coming Soon

"Obsessed with GenAI's potential? So am I ! Let's create together 🚀 https://www.linkedin.com/in/pankajam"