Model Name: MTG-Llama Version: 1.0 Base Model: Llama 3 8B Instruct Fine-Tuning Dataset: MTG-Eval Author: Jake Boggs MTG-Llama is a fine-tuned version of Llama 3 8B Instruct, tailored specifically for understanding and generating responses related to Magic: The Gathering (MTG). The model has been fine-tuned using a custom dataset, MTG-Eval, which includes question-answer pairs covering card descriptions, rules questions, and card interactions. MTG-Llama is designed to assist users with: — Generating deck construction ideas. — Answering in-game rules questions. — Understanding card interactions and abilities. The fine-tuning dataset, MTG-Eval, consists of 80,032 question-answer pairs generated synthetically. The dataset is categorized into: — Card Descriptions: 26,702 examples — Rules Questions: 27,104 examples — Card Interactions: 26,226 examples The data was sourced from the MTGJSON project and the Commander Spellbook combo database, reformatted into natural language question-answer pairs using ChatGPT 3.5. The model was fine-tuned using QLoRA with the following hyperparameters: — r: 64 — alpha: 32 — Steps: 75 Thanks to the team at Commander Spellbook for generously sharing their…
Модальности:
Генерация текста
Области применения:
Диалог / чат
Задача: Генерация текста
Автор: jakeboggs
Теги: llama, conversational, text-generation-inference, endpoints_compatible
Лайков: 3 | Загрузок: 34
Описание основано на материалах HuggingFace. Перевод выполнен автоматически.
