Orca Mini V4 8b

🚀 Llama-3-8b base model trained on Orca Style Mini Datasets

This is a Llama-3-8b base model trained on Orca Style Mini Datasets, which can be used for text2text generation tasks.

🚀 Quick Start

This model is a Llama-3-8b base model trained on Orca Style Mini Datasets. It can be used for text2text generation tasks. You can use the following code to load and use the model.

✨ Features

• Customizable: By providing proper credit and attribution, you can use this model as a foundational base for further DPO/PPO tuning or Merges.
• Evaluated: Evaluated on a wide range of tasks using Language Model Evaluation Harness from EleutherAI.

📦 Installation

This model can be installed using the transformers library. You can use the following command to install the library:

pip install transformers

💻 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_v4_8b"
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

NOTICE

By providing proper credit and attribution, you are granted permission to use this model as a foundational base for further DPO/PPO tuning or 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, fully fine-tuned general model. Dive in and innovate!

Evaluation

We evaluated this model on a wide range of tasks using Language Model Evaluation Harness from EleutherAI.

Here are the results on similar metrics used by HuggingFaceH4 Open LLM Leaderboard

Quants

• GGUF : Coming Soon
• AWQ: Coming Soon

📄 License

This model is governed by META LLAMA 3 COMMUNITY LICENSE AGREEMENT