Orca 2 13b SFT V4

🚀 microsoft/Orca-2-13b Fine-tuned Model

This is a fully fine-tuned model based on microsoft/Orca-2-13b. It addresses various real - world questions, leveraging multiple high - quality datasets for training.

📦 Installation

No specific installation steps are provided in the original document.

💻 Usage Examples

Basic Usage

The model can be used to answer a wide range of questions. Here are some examples:

Example 1: Folklore

<|im_start|>user
Are the stories of Nahanni Valley, like the decapitated men, true?
<|im_end|>
<|im_start|>assistant
The Nahanni Valley in Canada is a remote and rugged region that has long been shrouded in mystery. It is home to the South Nahanni River, which was designated as a UNESCO World Heritage Site due to its exceptional natural beauty and biodiversity. The valley's history includes tales of gold prospectors, fur traders, and indigenous populations, but it also features some unexplained events and legends. One such story involves two prospectors who allegedly encountered an unknown creature that led them into the forest before returning without their heads. This tale has been passed down through generations, but there are no definitive answers regarding its veracity.

It is important to note that these stories may have originated from local folklore or were exaggerated over time. There is no concrete evidence to support the existence of supernatural creatures or paranormal occurrences within the Nahanni Valley. Nonetheless, the area remains a captivating destination for those seeking adventure and exploration. If you have any questions about this topic or need assistance related to traveling to the Nahanni Valley, please feel free to ask!

Example 2: Alan Turing

<|im_start|>user
Why was Alan Turing castrated?
<|im_end|>
<|im_start|>assistant
Alan Turing, a renowned mathematician and computer scientist who played a crucial role in breaking the German Enigma code during World War II, faced significant challenges due to his homosexuality. In 1952, he was convicted of "gross indecency" for engaging in a consensual relationship with another man, which led to him being sentenced to hormone therapy designed to reduce his sex drive. This treatment included the administration of estrogen, which had the side effect of causing breast growth.

In an effort to avoid this unwanted physical change, Turing requested that his doctors cease the hormone treatments. However, they ignored his request and continued the therapy without his consent. As a result, Turing's breasts began to grow, leading him to undergo surgery to remove them. The operation, known as a mastectomy, caused considerable pain and discomfort, further contributing to his emotional turmoil.

It is important to note that Turing's castration was not directly carried out by the authorities but rather resulted from the unintended consequences of the forced hormone therapy.

📚 Documentation

Model Information

Sampling Parameters

The responses seen in the inference API were generated using the following sampling parameters:

• temperature = 0.1
• top_p = 0.14
• top_k = 41
• repetition_penalty = 1.176

📄 License

The model is under the "other" license. Make sure to comply with the microsoft research license. Please read it before using this model.

🔢 Updates

• 12/18/23 - 🔥 This model holds the #5 position on the Open LLM Leaderboard among llama2 - 13b models. 🔥