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Indeed, I was able to write a script to fix many of these simple errors. To my surprise, not only was the model able to create well-formatted JSON, in most cases where it failed to do so, the results were fixable with only one or two modifications. It broke batch generation, preventing me from making my own pull request, but it was enough for me to train the model and start generating monsters. Though the pull request didnвЂ™t work for me, I was able to replicate the idea. Unfortunately, that latter drawback appears to be a necessary evil when working with GPT-2 for long-form generation like this. This enabled the model to continue from where it left off at the cost of progressively forgetting the context that came before. The author proposed feeding generated results as context for another generation pass. There had to be a solution to creating longer text blocks with GPT-2, if only I could find it.ДЄ pull request to gpt-2-simple provided the answer I was looking for. I was confident that this wasnвЂ™t going to be a dead end. The longest formatted stat block, the Bheur Hag, comes in at a whopping 8,113 characters.ДЇurthermore, the most interesting monsters tend to be the ones with longer stat blocks. Much of the monster data I had, even when stripped of unnecessary tokens and formatting, was longer than this. GPT-2 produces fixed-size output tensors of size 1024, which in practice means that the output size is limited to 1024 tokens (essentially, characters, but with some longer substrings compressed to single values). For training, I turned again to Minamaxir, using his gpt-2-simple library. Once I had this, I spun up a Google Colab instance and began training. Luckily, there are numerous 5th Edition D&D (5E) resources online and I was able to easily find a JSON-formatted list of every 5E monster to date.

While I own a couple of source books, the task of translating them from physical to digital text was one I was hesitant to take on. If I wanted to create a model that would create D&D monsters, the first order of business would be to procure machine-readable monster data.

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D&D monster stat blocks, in contrast, are well-structured and can be fairly lengthy, with the longest taking up full pages in the rather large-paged books they come in. Most applications I have seen, however, generate unstructured text of fairly short lengths, no more than about a paragraph. There are numerous examples where it performs uncannily well. As a one line summary, the GPT-2 transformer model was trained to simply predict the next word in a text, given all previous words. If youвЂ™re unfamiliar with GPT-2, you might want to click through that link and read their explanation of it before proceeding.

D&d monster generator generator#

Once the download completes, the installation will start and you'll get a notification after the installation is finished.If you want to skip to seeing the results, the generator is running at The ModelДЇor synthetic text generation, there are only a few machine learning techniques which have shown significant promise.

Monsters & Generators for D&D will be downloaded onto your device, displaying a progress.

A pop-up window with the permissions required by Monsters & Generators for D&D will be shown.

D&d monster generator install#

Tap on the Install button located below the search bar and to the right of the app icon.

Once the Monsters & Generators for D&D is shown in the Google Play listing of your Android device, you can start its download and installation.Click on the Continue To App button on our website.

D&d monster generator how to#

How to install Monsters & Generators for D&D on your Android device: If your antivirus detects the Monsters & Generators for D&D as malware or if the download link for is broken, use the contact page to email us. We have already checked if the download link is safe, however for your own protection we recommend that you scan the downloaded app with your antivirus. The app is listed on our website since and was downloaded 32 times. To install Monsters & Generators for D&D on your Android device, just click the green Continue To App button above to start the installation process. The latest version released by its developer is 1.43. The company that develops Monsters & Generators for D&D is Manolo D'antonio.

D&d monster generator for android#

Monsters & Generators for D&D is a free app for Android published in the Board list of apps, part of Games & Entertainment.