Examples of Our Trained Model

After we discovered that we could not use a Chat Completion model, and only a completion model, we were able to use the OpenAI playground to test our model and get some output. This was an interesting way to see how all of our hard work on the fine-tuned model turned out. We could give the ai a prompt, such as "generate a new item", and it would give us back some information. The following examples showcase what the prompt was, and how the model completed it. This is a choppy system. It works better if the user provides a prompt that starts out with the name of a fake item. This allows the completion model to complete the rest of the prompt with a generated response that draws from the information that we provided it with in the JSON fine-tuned file.

Prompts	Completions
The knight known as Guts	The knight known as Guts was once a high-ranked knight of Lord Gwyn's, but he was defeated by an unknown foe, and was left to die in Lord Gwyn's grave. His body, head, and all of his weapons were buried in the Darkroot Garden, where they remain ever after.
The Blightripper sword	The Blightripper sword was created by a Blight worker at the Vinheim Dragon School. It is said to have been the domain of the Blight. The sword is imbued with Blight-causing energy, and is said to be a symbol of the blights in Vinheim.
Dirk's Ring is	Dirk's Ring is the symbol of the blood-covered dagger, the ultimate warrior. Its iconography includes a lamb, a dead vampire, and a bloody bloody bloody bloody bloody bloody bloody bloody bloody bloody bloody bloody bloody bloody bloody bloody bleeding just the other night and I could not shake it off. It is not the first thing you think about when you hear the word 'messy', but at the games of war that follow the cremation of a knight, it is a constant danger
The Heltior Gauntlets are	The Heltior Gauntlets are the strongest gauntlets in the game, able to withstand heavy hits and attacks.

Other Completions

Here, we ran the same prompts through the base ada model to show what that model will produce! They differ immensely because they pull from information on the internet, as opposed to using our specifically trained model. Overall, a trend would be that the base model doesn't know that we're talking about Dark Souls, unless we were to mention it. This shows how our model is useful in that it actually generates Dark Souls related information.

Prompts	Completions
The knight known as Guts	Guts was a powerful knight who often fought in the defense of his castle. He had a strong defense and was able to block many projectiles with his shield. He was also able to talk to animals and was very friendly with them.
The Blightripper sword	This sword is a member of the blightripper sword family. It is a medium-sized, sword that has a black blade and a light-colored handle. The blightripper is a family of swords that were created by the blessed one Dzzzthorn theamputee. These swords are made of metal and have a dark brown sheath. The blightripper is also a member of the family, and is considered a powerful sword. The blightripper is designed to thrive in the Blight. It is a powerful sword that is sure to protect its attacker. The blightripper is made of metal and has a dark brown sheath. It is available in a medium-sized sheath.
Dirk's Ring is	Dirk's Ring is not available in the United States.
The Heltior Gauntlets are	The Heltior Gauntlets are the perfect addition to your gaming set-up. These gauntlets are designed to protect your hands fromFPGA and MIPS applications. The Heltior Gauntlets are made of durable materials that will provide you with protection against any programming or overtapping. The gauntlets can be used to programlist and amass data, Catalonia's "Tower ofloppet" design providing you with enough comfort to continue working. The Heltior Gauntlets can be worn on your hands or handspring with the use of a handspring jig. The Heltior Gauntlets are a great addition to any gaming setup and will protect your hands from programming or overtapping.

These examples were generated by our team using the fine-tuned model that we created. We decided to try and implement some fake names of items and people that the model can try to complete with somewhat accurate information. Some of these completions are actually surprisingly filled with information from the game, which proves that it is successfully pulling from our fine-tuned JSON file. Some examples of inerest include locations such as the Darkroot Garden and Vinheim Dragon School, along with people such as Gwyn, who was a primary focus in our Cytoscape networks.

Overall, the model is able to grab from the information that we fed it, and use it in a way that does generate entirely new information. It isn't exactly items, but it is relative to the Dark Souls Universe in some way. It has the tendency to go crazy (such as repeating the word bloody over and over again), but it is technically working. When using the playground, we have the ability to adjust the temperature (randomness) of the model, along with string-length and other options that can help tweak the model a small amount to influence how it uses the information it was provided with.

The model differs from other models greatly. It pulls specifically from our data and quite frankly, is not as intelligent as the base model ada and other ones such as davinci. Also, these models utilize the internet (as of a certain date around 2021, depending on the model) to answer prompts. Our model specifically uses the information we gave it, which is about 800 unique items from the first Dark Souls game.

Try it Yourself!

Our model should be available to use here, on the OpenAI Playground website. It requires an OpenAI account, but it may be possible to use ours here. Give it a shot, and see how the model works. If our model isn't visible, try using the other models and see what they do compared to some of our examples!