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| from llama_cpp import Llama | |
| from huggingface_hub import hf_hub_download | |
| import gradio as gr | |
| import gradio.components as grc | |
| import random | |
| repo_id = "TheBloke/Mistral-7B-Instruct-v0.1-GGUF" | |
| filename = "mistral-7b-instruct-v0.1.Q4_K_M.gguf" | |
| model_file_path = hf_hub_download(repo_id=repo_id, filename=filename) | |
| def generate_characters(generate_backstories=False, | |
| num_characters=1, | |
| num_multiclass_characters=1): | |
| class_list = ["Barbarian", "Bard", "Cleric", "Druid", "Fighter", | |
| "Monk", "Paladin", "Ranger", "Rogue", "Sorcerer", "Warlock", "Wizard"] | |
| sub_class_list = ["Barbarian - Beserker", "Barbarian - Wildheart", "Barbarian - Wild Magic", "Bard - College of Lore", "Bard - College of Valour", "Bard - College of Swords", "Cleric - Life Domain", "Cleric - Light Domain", "Cleric - Trickery Domain", "Cleric - Knowledge Domain", "Cleric - Nature Domain", "Cleric - Tempest Domain", "Cleric - War Domain", "Druid - Circle of the moon", "Druid - Circle of the Land", "Druid - Circle of the Spores", "Fighter - Battle Master", "Fighter - Eldritch Knight", "Fighter - Champion", "Monk - Way of the open hand", "Monk - Way of shadow", "Monk - Way of the four elements", | |
| "Paladin - Oath of Devotion", "Paladin - Oath of the ancients", "Paladin - Oath of Vengence", "Paladin - Oathbreaker", "Ranger - Beat Master", "Ranger - Hunter", "Ranger - Gloom Stalker", "Rogue - Thief", "Rogue - Arcane Trickster", "Rogue - Assassin", "Sorcerer - Draconic Bloodline", "Sorcerer - Wild Magic", "Sorcerer - Storm Sorcery", "Warlock - The Fiend", "Warlock - the great old one", "Warlock - Archfey", "Wizard - Abjuration", "Wizard - Conjuration", "Wizard - Divination", "Wizard - Enchantment", "Wizard - Evocation", "Wizard - Necromancer", "Wizard - Illusion", "Wizard - Transmutation"] | |
| race_list = ["Dragonborn", "Drow", "Dwarf", "Elf", "Githyanki", | |
| "Gnome", "Half-Elf", "Half-Orc", "Halfling", "Human", "Tiefling"] | |
| sub_race_list = ["Black Dragonborn", "Blue Dragonborn", "Brass Dragonborn", "Bronze Dragonborn", "Copper Dragonborn", "Gold Dragonborn", "Green Dragonborn", "Red Dragonborn", "Silver Dragonborn", "White Dragonborn", "Lolth-Sworn Drow", "Seldarine Drow", "Gold Dwarf", "Shield Dwarf", | |
| "Duegar (Dwarf)", "High Elf - Elf", "Wood Elf - Elf", "Githyanki", "Deep Gnome", "Forest Gnome", "Rock Gnome", "High Half-Elf", "Wood Half-Elf", "Drow Half-Elf", "Half-Orc", "Lightfoot Halfling", "Strongheart Halfling", "Human", "Asmodeus Tiefling", "Mephistopheles Tiefling", "Zariel Tiefling"] | |
| alignment_list = ["Chaotic Good", "Lawful Good", "Neutral Good", | |
| "Chaotic Evil", "Lawful Evil", "Neutral Evil", "True Chaotic", "True Neutral"] | |
| background_list = ["Acolyte", "Charlatan", "Criminal", "Entertainer", | |
| "Folk Hero", "Guild Artisan", "Noble", "Hermit", "Outlander", "Sage", "Soldier"] | |
| def generate_character(): | |
| character = { | |
| 'Class': random.choice(class_list), | |
| 'Sub Class': random.choice(sub_class_list), | |
| 'Race': random.choice(race_list), | |
| 'Sub Race': random.choice(sub_race_list), | |
| 'Alignment': random.choice(alignment_list), | |
| 'Background': random.choice(background_list), | |
| } | |
| return character | |
| def generate_multiclass_character(): | |
| character = generate_character() | |
| second_class = random.choice( | |
| [cls for cls in class_list if cls != character['Class']]) | |
| levels_class1 = random.randint(1, 11) | |
| levels_class2 = 12 - levels_class1 | |
| character['Class'] += f' ({levels_class1} levels), {second_class} ({levels_class2} levels)' | |
| return character | |
| characters = [generate_character() for _ in range(num_characters)] | |
| multiclass_characters = [generate_multiclass_character() | |
| for _ in range(num_multiclass_characters)] | |
| characters.extend(multiclass_characters) | |
| def create_character_output(character, generate_backstories=False): | |
| output = "" | |
| for key, value in character.items(): | |
| output += f"- **{key}:** {value}\n" | |
| output += "\n" | |
| if generate_backstories: | |
| backstory = generate_backstory(character) | |
| # Remove everything up to and including `[/INST]\n` | |
| output += backstory[backstory.find("[/INST]\n") + 8:] | |
| return output | |
| output = "" | |
| for idx, char in enumerate(characters, 1): | |
| output += f"### Character {idx}:\n" | |
| output += create_character_output(char, generate_backstories) | |
| return output | |
| def generate_text_from_prompt(user_prompt, | |
| max_tokens=4096, | |
| temperature=1.0, | |
| top_p=0.8, | |
| echo=True, | |
| stop=["<s>", "[/INST]", "Q"]): | |
| mistral_model = Llama(model_path=model_file_path, | |
| n_ctx=4096, | |
| n_gpu_layers=-1) | |
| # Define the parameters | |
| model_output = mistral_model( | |
| f"<s>[INST] {user_prompt} [/INST]\n", | |
| max_tokens=max_tokens, | |
| temperature=temperature, | |
| top_p=top_p, | |
| echo=echo, | |
| stop=stop | |
| ) | |
| return model_output | |
| def generate_backstory(character): | |
| return generate_text_from_prompt( | |
| f"Please provide a name and creative, well-written backstory " | |
| f" for the following D&D Character: \n```{character}```\n" | |
| )["choices"][0]["text"].strip() | |
| if __name__ == "__main__": | |
| iface = gr.Interface(fn=generate_characters, | |
| title="D&D Character Generator", | |
| inputs=[grc.Checkbox(label="Generate Backstories?"), | |
| grc.Slider(minimum=0, maximum=10, | |
| label="Single-class characters?", | |
| step=1), | |
| grc.Slider(minimum=0, maximum=10, | |
| label="Multi-class characters?", | |
| step=1) | |
| ], | |
| description="Generates 3 random D&D characters.", | |
| outputs="markdown") | |
| iface.launch() | |