llmdolphin.py

import spaces
import gradio as gr
from pathlib import Path
import re
import torch
from typing import Any
from huggingface_hub import hf_hub_download, HfApi
from llama_cpp import Llama
from llama_cpp_agent import LlamaCppAgent, MessagesFormatterType
from llama_cpp_agent.providers import LlamaCppPythonProvider
from llama_cpp_agent.chat_history import BasicChatHistory
from llama_cpp_agent.chat_history.messages import Roles
from ja_to_danbooru.ja_to_danbooru import jatags_to_danbooru_tags
import wrapt_timeout_decorator
from llama_cpp_agent.messages_formatter import MessagesFormatter
from formatter import mistral_v1_formatter, mistral_v2_formatter, mistral_v3_tekken_formatter

llm_models_dir = "./llm_models"
llm_models = {
    #"": ["", MessagesFormatterType.LLAMA_3],
    #"": ["", MessagesFormatterType.MISTRAL],
    #"": ["", MessagesFormatterType.ALPACA],
    #"": ["", MessagesFormatterType.OPEN_CHAT],
    #"": ["", MessagesFormatterType.CHATML],
    #"": ["", MessagesFormatterType.PHI_3],
    #"": ["", MessagesFormatterType.GEMMA_2],
    "mn-12b-lyra-v2a1-q5_k_m.gguf": ["HalleyStarbun/MN-12B-Lyra-v2a1-Q5_K_M-GGUF", MessagesFormatterType.CHATML],
    "L3-8B-Tamamo-v1.i1-Q5_K_M.gguf": ["mradermacher/L3-8B-Tamamo-v1-i1-GGUF", MessagesFormatterType.LLAMA_3],
    "MN-Chinofun-12B-2.i1-Q4_K_M.gguf": ["mradermacher/MN-Chinofun-12B-2-i1-GGUF", MessagesFormatterType.MISTRAL],
    "Mistral-Nemo-Prism-12B-v2.i1-Q4_K_M.gguf": ["mradermacher/Mistral-Nemo-Prism-12B-v2-i1-GGUF", MessagesFormatterType.MISTRAL],
    "Mahou-1.5-mistral-nemo-12B.i1-Q4_K_M.gguf": ["mradermacher/Mahou-1.5-mistral-nemo-12B-i1-GGUF", MessagesFormatterType.MISTRAL],
    "MN-12B-Mag-Mell-Q4_K_M.gguf": ["inflatebot/MN-12B-Mag-Mell-R1-GGUF", MessagesFormatterType.MISTRAL],
    "Qwen-modelstock-15B.i1-Q4_K_M.gguf": ["mradermacher/Qwen-modelstock-15B-i1-GGUF", MessagesFormatterType.OPEN_CHAT],
    "Qwen2.5-14B-Instruct-Q4_K_M.gguf": ["bartowski/Qwen2.5-14B-Instruct-GGUF", MessagesFormatterType.OPEN_CHAT],
    "Instant-RP-Noodles-12B-v1.3.Q4_K_M.gguf": ["mradermacher/Instant-RP-Noodles-12B-v1.3-GGUF", MessagesFormatterType.MISTRAL],
    "MN-BackyardAI-Party-12B-v1.i1-Q5_K_M.gguf": ["mradermacher/MN-BackyardAI-Party-12B-v1-i1-GGUF", MessagesFormatterType.MISTRAL],
    "MN-12B-Lyra-v4-Q4_K_M.gguf": ["bartowski/MN-12B-Lyra-v4-GGUF", MessagesFormatterType.CHATML],
    "Lyra4-Gutenberg-12B.Q4_K_M.gguf": ["mradermacher/Lyra4-Gutenberg-12B-GGUF", MessagesFormatterType.CHATML],
    "Llama-3.1-8B-EZO-1.1-it.Q5_K_M.gguf": ["mradermacher/Llama-3.1-8B-EZO-1.1-it-GGUF", MessagesFormatterType.MISTRAL],
    "MN-12B-Starcannon-v1.i1-Q4_K_M.gguf": ["mradermacher/MN-12B-Starcannon-v1-i1-GGUF", MessagesFormatterType.MISTRAL],
    "MN-12B-Starcannon-v2.i1-Q4_K_M.gguf": ["mradermacher/MN-12B-Starcannon-v2-i1-GGUF", MessagesFormatterType.CHATML],
    "MN-12B-Starcannon-v3.i1-Q4_K_M.gguf": ["mradermacher/MN-12B-Starcannon-v3-i1-GGUF", MessagesFormatterType.CHATML],
    "MN-12B-Starcannon-v4-unofficial.i1-Q4_K_M.gguf": ["mradermacher/MN-12B-Starcannon-v4-unofficial-i1-GGUF", MessagesFormatterType.MISTRAL],
    "MN-12B-Starsong-v1.i1-Q4_K_M.gguf": ["mradermacher/MN-12B-Starsong-v1-i1-GGUF", MessagesFormatterType.CHATML],
    "StarDust-12b-v1-Q4_K_M.gguf": ["Luni/StarDust-12b-v1-GGUF", MessagesFormatterType.MISTRAL],
    "Lumimaid-Magnum-12B.i1-Q4_K_M.gguf": ["mradermacher/Lumimaid-Magnum-12B-i1-GGUF", MessagesFormatterType.MISTRAL],
    "Nemo-12B-Marlin-v1.i1-Q4_K_M.gguf": ["mradermacher/Nemo-12B-Marlin-v1-i1-GGUF", MessagesFormatterType.MISTRAL],
    "Nemo-12B-Marlin-v2.i1-Q4_K_M.gguf": ["mradermacher/Nemo-12B-Marlin-v2-i1-GGUF", MessagesFormatterType.MISTRAL],
    "Nemo-12B-Marlin-v3.Q4_K_M.gguf": ["mradermacher/Nemo-12B-Marlin-v3-GGUF", MessagesFormatterType.MISTRAL],
    "Nemo-12B-Marlin-v4.i1-Q4_K_M.gguf": ["mradermacher/Nemo-12B-Marlin-v4-i1-GGUF", MessagesFormatterType.MISTRAL],
    "Nemo-12B-Marlin-v5-Q4_K_M.gguf": ["starble-dev/Nemo-12B-Marlin-v5-GGUF", MessagesFormatterType.CHATML],
    "Nemo-12B-Marlin-v7.Q4_K_M.gguf": ["mradermacher/Nemo-12B-Marlin-v7-GGUF", MessagesFormatterType.MISTRAL],
    "Nemo-12B-Marlin-v8.Q4_K_S.gguf": ["mradermacher/Nemo-12B-Marlin-v8-GGUF", MessagesFormatterType.MISTRAL],
    "NemoDori-v0.2-Upscaled.1-14B.Q4_K_M.gguf": ["mradermacher/NemoDori-v0.2-Upscaled.1-14B-GGUF", MessagesFormatterType.MISTRAL],
    "MT-Gen2-GIMMMA-gemma-2-9B.Q4_K_M.gguf": ["mradermacher/MT-Gen2-GIMMMA-gemma-2-9B-GGUF", MessagesFormatterType.ALPACA],
    "Fireball-12B-v1.0.i1-Q4_K_M.gguf": ["mradermacher/Fireball-12B-v1.0-i1-GGUF", MessagesFormatterType.MISTRAL],
    "Fireball-Mistral-Nemo-Base-2407-sft-v2.2a.Q4_K_M.gguf": ["mradermacher/Fireball-Mistral-Nemo-Base-2407-sft-v2.2a-GGUF", MessagesFormatterType.MISTRAL],
    "T-III-12B.Q4_K_M.gguf": ["mradermacher/T-III-12B-GGUF", MessagesFormatterType.CHATML],
    "T-IIIa-12B.Q4_K_S.gguf": ["mradermacher/T-IIIa-12B-GGUF", MessagesFormatterType.MISTRAL],
    "Type-IV-Last-12B.Q4_K_M.gguf": ["mradermacher/Type-IV-Last-12B-GGUF", MessagesFormatterType.CHATML],
    "StorieCreative.i1-Q4_K_S.gguf": ["mradermacher/StorieCreative-i1-GGUF", MessagesFormatterType.MISTRAL],
    "Deutscher-Pantheon-12B.Q4_K_M.gguf": ["mradermacher/Deutscher-Pantheon-12B-GGUF", MessagesFormatterType.MISTRAL],
    "guns-and-roses-r1-Q4_K_L-imat.gguf": ["Reiterate3680/guns-and-roses-r1-GGUF", MessagesFormatterType.MISTRAL],
    "MagnumChronos.Q4_K_M.gguf": ["mradermacher/MagnumChronos-GGUF", MessagesFormatterType.CHATML],
    "StarDust-12b-v2.i1-Q5_K_M.gguf": ["mradermacher/StarDust-12b-v2-i1-GGUF", MessagesFormatterType.CHATML],
    "Rocinante-12B-v2c-Q4_K_M.gguf": ["TheDrummer/UnslopNemo-v1-GGUF", MessagesFormatterType.MISTRAL],
    "mn-maghin-12b-q6_k.gguf": ["rityak/MN-Maghin-12B-Q6_K-GGUF", MessagesFormatterType.MISTRAL],
    "qwen2.5-lumen-14b-q4_k_m.gguf": ["Lambent/Qwen2.5-Lumen-14B-Q4_K_M-GGUF", MessagesFormatterType.OPEN_CHAT],
    "Qwen2.5-14B_Uncensored_Instruct.Q4_K_M.gguf": ["mradermacher/Qwen2.5-14B_Uncensored_Instruct-GGUF", MessagesFormatterType.OPEN_CHAT],
    "EVA-Qwen2.5-14B-v0.0.i1-IQ4_XS.gguf": ["mradermacher/EVA-Qwen2.5-14B-v0.0-i1-GGUF", MessagesFormatterType.OPEN_CHAT],
    "MN-12B-Vespa-x1.i1-Q4_K_M.gguf": ["mradermacher/MN-12B-Vespa-x1-i1-GGUF", MessagesFormatterType.CHATML],
    "Rocinante-12B-v2h-Q4_K_M.gguf": ["BeaverAI/Rocinante-12B-v2h-GGUF", MessagesFormatterType.MISTRAL],
    "Mistral-Nemo-12B-ArliAI-RPMax-v1.1.i1-Q4_K_M.gguf": ["mradermacher/Mistral-Nemo-12B-ArliAI-RPMax-v1.1-i1-GGUF", MessagesFormatterType.MISTRAL],
    "Pans_Gutenbergum_V0.1.Q4_K_M.gguf": ["mradermacher/Pans_Gutenbergum_V0.1-GGUF", MessagesFormatterType.MISTRAL],
    "ChronoStar-Unleashed-v0.1.i1-Q4_K_M.gguf": ["mradermacher/ChronoStar-Unleashed-v0.1-i1-GGUF", MessagesFormatterType.MISTRAL],
    "Trinas_Nectar-8B-model_stock.i1-Q4_K_M.gguf": ["mradermacher/Trinas_Nectar-8B-model_stock-i1-GGUF", MessagesFormatterType.MISTRAL],
    "ChatWaifu_Magnum_V0.2.Q4_K_M.gguf": ["mradermacher/ChatWaifu_Magnum_V0.2-GGUF", MessagesFormatterType.MISTRAL],
    "ChatWaifu_12B_v2.0.Q5_K_M.gguf": ["mradermacher/ChatWaifu_12B_v2.0-GGUF", MessagesFormatterType.MISTRAL],
    "ChatWaifu_22B_v2.0_preview.Q4_K_S.gguf": ["mradermacher/ChatWaifu_22B_v2.0_preview-GGUF", MessagesFormatterType.MISTRAL],
    "ChatWaifu_v1.4.Q5_K_M.gguf": ["mradermacher/ChatWaifu_v1.4-GGUF", MessagesFormatterType.MISTRAL],
    "ChatWaifu_v1.3.1.Q4_K_M.gguf": ["mradermacher/ChatWaifu_v1.3.1-GGUF", MessagesFormatterType.MISTRAL],
    "SeQwence-14B-v5.Q4_K_S.gguf": ["mradermacher/SeQwence-14B-v5-GGUF", MessagesFormatterType.OPEN_CHAT],
    "L3.1-8B-Dark-Planet-Slush.i1-Q4_K_M.gguf": ["mradermacher/L3.1-8B-Dark-Planet-Slush-i1-GGUF", MessagesFormatterType.LLAMA_3],
    "QwenSlerp12-7B.Q5_K_M.gguf": ["mradermacher/QwenSlerp12-7B-GGUF", MessagesFormatterType.OPEN_CHAT],
    "qwen-carpmuscle-v0.4.Q4_K_M.gguf": ["mradermacher/qwen-carpmuscle-v0.4-GGUF", MessagesFormatterType.OPEN_CHAT],
    "L3.1-8B-Slush-v1.1.i1-Q4_K_M.gguf": ["mradermacher/L3.1-8B-Slush-v1.1-i1-GGUF", MessagesFormatterType.LLAMA_3],
    "Llama-3.2-8B-Instruct.Q5_K_M.gguf": ["mradermacher/Llama-3.2-8B-Instruct-GGUF", MessagesFormatterType.LLAMA_3],
    "Homer-v0.3-Qwen2.5-7B.Q5_K_M.gguf": ["mradermacher/Homer-v0.3-Qwen2.5-7B-GGUF", MessagesFormatterType.OPEN_CHAT],
    "Norns-Qwen2.5-7B-v0.2.i1-Q5_K_M.gguf": ["mradermacher/Norns-Qwen2.5-7B-v0.2-i1-GGUF", MessagesFormatterType.OPEN_CHAT],
    "LLAMA-3_8B_Unaligned_BETA.i1-Q5_K_M.gguf": ["mradermacher/LLAMA-3_8B_Unaligned_BETA-i1-GGUF", MessagesFormatterType.LLAMA_3],
    "SELM-Llama-3-8B-Instruct-iter-3.Q5_K_M.gguf": ["mradermacher/SELM-Llama-3-8B-Instruct-iter-3-GGUF", MessagesFormatterType.LLAMA_3],
    "ArliAI-RPMax-v1.3-merge-8B.i1-Q4_K_M.gguf": ["mradermacher/ArliAI-RPMax-v1.3-merge-8B-i1-GGUF", MessagesFormatterType.LLAMA_3],
    "gemma-2-9b-it-DS-V2.Q4_K_M.gguf": ["mradermacher/gemma-2-9b-it-DS-V2-GGUF", MessagesFormatterType.ALPACA],
    "Stheno-Hercules-3.1-8B.i1-Q5_K_M.gguf": ["mradermacher/Stheno-Hercules-3.1-8B-i1-GGUF", MessagesFormatterType.LLAMA_3],
    "EVA-Norns-Qwen2.5-v0.1.i1-Q5_K_M.gguf": ["mradermacher/EVA-Norns-Qwen2.5-v0.1-i1-GGUF", MessagesFormatterType.OPEN_CHAT],
    "Infinirc-ArliAI-RPMax-v1.3-merge-8B.i1-Q5_K_M.gguf": ["mradermacher/Infinirc-ArliAI-RPMax-v1.3-merge-8B-i1-GGUF", MessagesFormatterType.LLAMA_3],
    "Verdandi-Qwen2.5-7B.Q5_K_M.gguf": ["mradermacher/Verdandi-Qwen2.5-7B-GGUF", MessagesFormatterType.OPEN_CHAT],
    "Qwen2-Wukong-7B.Q5_K_M.gguf": ["mradermacher/Qwen2-Wukong-7B-GGUF", MessagesFormatterType.OPEN_CHAT],
    "Lelantos-7B.Q5_K_M.gguf": ["mradermacher/Lelantos-7B-GGUF", MessagesFormatterType.MISTRAL],
    "Kunoichi-7B.Q5_K_M.gguf": ["mradermacher/Kunoichi-7B-GGUF", MessagesFormatterType.MISTRAL],
    "llama-3-cat-8b-instruct-v1.Q5_K_M.gguf": ["mradermacher/llama-3-cat-8b-instruct-v1-GGUF", MessagesFormatterType.LLAMA_3],
    "DPOpenHermes-7B.i1-Q5_K_M.gguf": ["mradermacher/DPOpenHermes-7B-i1-GGUF", MessagesFormatterType.MISTRAL],
    "NeuralDaredevil-8B-abliterated.Q5_K_M.gguf": ["mradermacher/NeuralDaredevil-8B-abliterated-GGUF", MessagesFormatterType.LLAMA_3],
    "AstroSage-8B.Q5_K_M.gguf": ["mradermacher/AstroSage-8B-GGUF", MessagesFormatterType.LLAMA_3],
    "Llama-3-8B-Theresa.Q5_K_M.gguf": ["mradermacher/Llama-3-8B-Theresa-GGUF", MessagesFormatterType.LLAMA_3],
    "Sonya-7B.Q5_K_M.gguf": ["mradermacher/Sonya-7B-GGUF", MessagesFormatterType.MISTRAL],
    "Hathor_Tahsin-L3-8B-v0.9.Q4_K_S.gguf": ["mradermacher/Hathor_Tahsin-L3-8B-v0.9-GGUF", MessagesFormatterType.LLAMA_3],
    "Qwen-Qwen2.5-7B-Instruct-llamafied.Q5_K_M.gguf": ["mradermacher/Qwen-Qwen2.5-7B-Instruct-llamafied-GGUF", MessagesFormatterType.OPEN_CHAT],
    "Ice0.34n-14.11-RP.i1-Q4_K_S.gguf": ["mradermacher/Ice0.34n-14.11-RP-i1-GGUF", MessagesFormatterType.MISTRAL],
    "Qwen2.5-14B-Wernicke-SFT.Q4_K_S.gguf": ["mradermacher/Qwen2.5-14B-Wernicke-SFT-GGUF", MessagesFormatterType.OPEN_CHAT],
    "Qwen2.5-7B-nerd-uncensored-v1.6.i1-Q4_K_S.gguf": ["mradermacher/Qwen2.5-7B-nerd-uncensored-v1.6-i1-GGUF", MessagesFormatterType.OPEN_CHAT],
    "ArliAI-RPMax-v1.3-merge-8B.Q4_K_S.gguf": ["mradermacher/ArliAI-RPMax-v1.3-merge-8B-GGUF", MessagesFormatterType.LLAMA_3],
    "MN-Violet-Lotus-12B.Q4_K_M.gguf": ["mradermacher/MN-Violet-Lotus-12B-GGUF", MessagesFormatterType.MISTRAL],
    "Qwen2.5-7B-nerd-uncensored-v1.8.Q5_K_M.gguf": ["mradermacher/Qwen2.5-7B-nerd-uncensored-v1.8-GGUF", MessagesFormatterType.OPEN_CHAT],
    "ArliAI-RPMax-v1.3-merge-llama3-8B.i1-Q4_K_M.gguf": ["mradermacher/ArliAI-RPMax-v1.3-merge-llama3-8B-i1-GGUF", MessagesFormatterType.LLAMA_3],
    "Llama-3.1-SuperNova-8B-Lite_TIES_with_Base.i1-Q5_K_M.gguf": ["mradermacher/Llama-3.1-SuperNova-8B-Lite_TIES_with_Base-i1-GGUF", MessagesFormatterType.LLAMA_3],
    "maverick-llama3-8B.i1-Q4_K_M.gguf": ["mradermacher/maverick-llama3-8B-i1-GGUF", MessagesFormatterType.LLAMA_3],
    "JSL-MedLlama-3-8B-v2.0.i1-Q5_K_M.gguf": ["mradermacher/JSL-MedLlama-3-8B-v2.0-i1-GGUF", MessagesFormatterType.LLAMA_3],
    "hiwaifu-12b.i1-Q4_K_M.gguf": ["mradermacher/hiwaifu-12b-i1-GGUF", MessagesFormatterType.MISTRAL],
    "samantha-1.1-westlake-7b-laser.i1-Q5_K_M.gguf": ["mradermacher/samantha-1.1-westlake-7b-laser-i1-GGUF", MessagesFormatterType.MISTRAL],
    "Wukong-0.1-Mistral-7B-v0.2.i1-Q5_K_M.gguf": ["mradermacher/Wukong-0.1-Mistral-7B-v0.2-i1-GGUF", MessagesFormatterType.MISTRAL],
    "InfinityRP-v1-7B.i1-Q5_K_M.gguf": ["mradermacher/InfinityRP-v1-7B-i1-GGUF", MessagesFormatterType.MISTRAL],
    "L3-Luna-8B.i1-Q5_K_M.gguf": ["mradermacher/L3-Luna-8B-i1-GGUF", MessagesFormatterType.LLAMA_3],
    "Awanllm-Llama-3-8B-Instruct-ORPO-v0.1.i1-Q5_K_M.gguf": ["mradermacher/Awanllm-Llama-3-8B-Instruct-ORPO-v0.1-i1-GGUF", MessagesFormatterType.LLAMA_3],
    "dolphin-2.9.1-llama-3-8b.i1-Q5_K_M.gguf": ["mradermacher/dolphin-2.9.1-llama-3-8b-i1-GGUF", MessagesFormatterType.LLAMA_3],
    "EVA-Tissint-14B.i1-Q4_K_M.gguf": ["mradermacher/EVA-Tissint-14B-i1-GGUF", MessagesFormatterType.OPEN_CHAT],
    "EVA-Tissint-v1.1-14B.Q4_K_M.gguf": ["mradermacher/EVA-Tissint-v1.1-14B-GGUF", MessagesFormatterType.OPEN_CHAT],
    "magnum-12b-v2.5-kto.i1-Q4_K_M.gguf": ["mradermacher/magnum-12b-v2.5-kto-i1-GGUF", MessagesFormatterType.CHATML],
    "L3.1-8B-Slush.i1-Q5_K_M.gguf": ["mradermacher/L3.1-8B-Slush-i1-GGUF", MessagesFormatterType.LLAMA_3],
    "QandoraExp-7B-Persona.i1-Q5_K_M.gguf": ["mradermacher/QandoraExp-7B-Persona-i1-GGUF", MessagesFormatterType.OPEN_CHAT],
    "Pantheon-RP-1.6-12b-Nemo-KTO.i1-Q4_K_M.gguf": ["mradermacher/Pantheon-RP-1.6-12b-Nemo-KTO-i1-GGUF", MessagesFormatterType.CHATML],
    "Unaligned-Base-8b-1024K.i1-Q5_K_M.gguf": ["mradermacher/Unaligned-Base-8b-1024K-i1-GGUF", MessagesFormatterType.LLAMA_3],
    "Mistral-Nemo-Prism-12B-v6.Q4_K_M.gguf": ["mradermacher/Mistral-Nemo-Prism-12B-v6-GGUF", MessagesFormatterType.MISTRAL],
    "hermes-llama3-roleplay-1000-v3.Q5_K_M.gguf": ["mradermacher/hermes-llama3-roleplay-1000-v3-GGUF", MessagesFormatterType.LLAMA_3],
    "Prismatic-12b.Q4_K_M.gguf": ["mradermacher/Prismatic-12b-GGUF", MessagesFormatterType.MISTRAL],
    "Qwen-2.5-Aether-SlerpFusion-7B.i1-Q5_K_M.gguf": ["mradermacher/Qwen-2.5-Aether-SlerpFusion-7B-i1-GGUF", MessagesFormatterType.OPEN_CHAT],
    "miscii-14b-1028.i1-Q4_K_M.gguf": ["mradermacher/miscii-14b-1028-i1-GGUF", MessagesFormatterType.OPEN_CHAT],
    "DarkAtom-12B-v3.i1-Q4_K_M.gguf": ["mradermacher/DarkAtom-12B-v3-i1-GGUF", MessagesFormatterType.MISTRAL],
    "Mistral-Nemo-Prism-12B.i1-Q4_K_M.gguf": ["mradermacher/Mistral-Nemo-Prism-12B-i1-GGUF", MessagesFormatterType.MISTRAL],
    "QandoraExp-7B-v2.Q5_K_M.gguf": ["mradermacher/QandoraExp-7B-v2-GGUF", MessagesFormatterType.OPEN_CHAT],
    "Kunocchini-7b-128k-test.Q5_K_M.gguf": ["mradermacher/Kunocchini-7b-128k-test-GGUF", MessagesFormatterType.MISTRAL],
    "MT2-Gen2-BGMAMU-gemma-2-9B.Q4_K_M.gguf": ["mradermacher/MT2-Gen2-BGMAMU-gemma-2-9B-GGUF", MessagesFormatterType.ALPACA],
    "dolphin-mixtral-2x7b.i1-Q4_K_M.gguf": ["mradermacher/dolphin-mixtral-2x7b-i1-GGUF", MessagesFormatterType.MISTRAL],
    "NightyGurps-14b-v1.1.Q4_K_M.gguf": ["mradermacher/NightyGurps-14b-v1.1-GGUF", MessagesFormatterType.OPEN_CHAT],
    "MT2-Gen2-BB-gemma-2-MTMMT5-9B.Q4_K_M.gguf": ["mradermacher/MT2-Gen2-BB-gemma-2-MTMMT5-9B-GGUF", MessagesFormatterType.ALPACA],
    "MT2-Gen2-IMM-gemma-2-9B.Q4_K_M.gguf": ["mradermacher/MT2-Gen2-IMM-gemma-2-9B-GGUF", MessagesFormatterType.ALPACA],
    "Unaligned-RP-Base-8b-3.Q5_K_M.gguf": ["mradermacher/Unaligned-RP-Base-8b-3-GGUF", MessagesFormatterType.LLAMA_3],
    "Unaligned-RP-Base-8b-2.Q5_K_M.gguf": ["mradermacher/Unaligned-RP-Base-8b-2-GGUF", MessagesFormatterType.LLAMA_3],
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    "L3.1-Artemis-c-8B.Q4_K_S.gguf": ["mradermacher/L3.1-Artemis-c-8B-GGUF", MessagesFormatterType.LLAMA_3],
    "L3.1-Vulca-Umboshima-8B-bf16.i1-Q4_K_M.gguf": ["mradermacher/L3.1-Vulca-Umboshima-8B-bf16-i1-GGUF", MessagesFormatterType.LLAMA_3],
    "L3.1-Vulca-Umboshima-8B.i1-Q5_K_M.gguf": ["mradermacher/L3.1-Vulca-Umboshima-8B-i1-GGUF", MessagesFormatterType.LLAMA_3],
    "Mistral-Nemo-Instruct-2407-abliterated.i1-Q4_K_M.gguf": ["mradermacher/Mistral-Nemo-Instruct-2407-abliterated-i1-GGUF", MessagesFormatterType.MISTRAL],
    "L3-Dark-Planet-8B-D_AU-Q5_k_s.gguf": ["DavidAU/L3-Dark-Planet-8B-GGUF", MessagesFormatterType.LLAMA_3],
    "L3-Dark-Planet-Ring-World-8B-F32-D_AU-Q4_k_s.gguf": ["DavidAU/L3-Dark-Planet-Ring-World-8B-F32-GGUF", MessagesFormatterType.LLAMA_3],
    "penny-lexi-llama3.1-8B.Q5_K_M.gguf": ["mradermacher/penny-lexi-llama3.1-8B-GGUF", MessagesFormatterType.LLAMA_3],
    "penny-llama3.1-dolphin2.9.4.Q5_K_M.gguf": ["mradermacher/penny-llama3.1-dolphin2.9.4-GGUF", MessagesFormatterType.MISTRAL],
    "zirel3.1.Q5_K_M.gguf": ["mradermacher/zirel3.1-GGUF", MessagesFormatterType.LLAMA_3],
    "L3.1-8B-komorebi-v0.1-Q5_K_M.gguf": ["Vdr1/L3.1-8B-komorebi-v0.1-GGUF-IQ", MessagesFormatterType.LLAMA_3],
    "Lumimaid-Rocinate-v0.1.Q4_K_M.gguf": ["mradermacher/Lumimaid-Rocinate-v0.1-GGUF", MessagesFormatterType.MISTRAL],
    "Athlon-8B-0.1.Q5_K_M.gguf": ["mradermacher/Athlon-8B-0.1-GGUF", MessagesFormatterType.LLAMA_3],
    "Phenom-12B-0.1.i1-Q5_K_M.gguf": ["mradermacher/Phenom-12B-0.1-i1-GGUF", MessagesFormatterType.MISTRAL],
    "Ph3della-14B.Q4_K_S.gguf": ["mradermacher/Ph3della-14B-GGUF", MessagesFormatterType.PHI_3],
    "alfacentaury11b-q5_k_m.gguf": ["ClaudioItaly/AlfaCentaury11B-Q5_K_M-GGUF", MessagesFormatterType.MISTRAL],
    "L3-Dark-Planet-8B-NEO-IMAT-D_AU-Q5_K_M-imat.gguf": ["DavidAU/L3-Dark-Planet-8B-NEO-Imatrix-GGUF", MessagesFormatterType.LLAMA_3],
    "penny-dolphin2.9.4.gguf": ["giannisan/penny-dolphin2.9.4-llama3.1-GGUF", MessagesFormatterType.MISTRAL],
    "systemhd-7b-q5_k_m.gguf": ["ClaudioItaly/SystemHD-7B-Q5_K_M-GGUF", MessagesFormatterType.MISTRAL],
    "lit_red_storm-q4_k_m.gguf": ["Daemontatox/lit_red_storm-Q4_K_M-GGUF", MessagesFormatterType.LLAMA_3],
    "llama-3-youko-8b-instruct.Q5_K_M.gguf": ["mradermacher/llama-3-youko-8b-instruct-GGUF", MessagesFormatterType.LLAMA_3],
    "Fimbulvetr-11B-v2.Q5_K_M.gguf": ["QuantFactory/Fimbulvetr-11B-v2-GGUF", MessagesFormatterType.VICUNA],
    "ogha-8b-model_stock-q4_k_m.gguf": ["DreadPoor/Ogha-8B-model_stock-Q4_K_M-GGUF", MessagesFormatterType.LLAMA_3],
    "westicelemontearp-32k-7b-q5_k_s-imat.gguf": ["woofwolfy/WestIceLemonTeaRP-32k-7b-Q5_K_S-GGUF-Imatrix", MessagesFormatterType.ALPACA],
    "ArliAI-RPMax-12B-v1.1-Q4_K_M.gguf": ["ArliAI/ArliAI-RPMax-12B-v1.1-GGUF", MessagesFormatterType.MISTRAL],
    "l3-8b-serpentine-q4_k_m-imat.gguf": ["woofwolfy/L3-8B-Serpentine-Q4_K_M-GGUF", MessagesFormatterType.MISTRAL],
    "llama-3-alpha-centauri-v0.1-q4_k_m-imat.gguf": ["woofwolfy/Llama-3-Alpha-Centauri-v0.1-Q4_K_M-GGUF-Imatrix", MessagesFormatterType.LLAMA_3],
    "OpenCrystal-15B-L3-v2.i1-Q4_K_M.gguf": ["mradermacher/OpenCrystal-15B-L3-v2-i1-GGUF", MessagesFormatterType.LLAMA_3],
    "Gukbap-Mistral-7B.i1-Q4_K_M.gguf": ["mradermacher/Gukbap-Mistral-7B-i1-GGUF", MessagesFormatterType.MISTRAL],
    "Gukbap-Qwen2-7B.i1-Q4_K_M.gguf": ["mradermacher/Gukbap-Qwen2-7B-i1-GGUF", MessagesFormatterType.OPEN_CHAT],
    "Irina-8B-model_stock.Q5_K_M.gguf": ["mradermacher/Irina-8B-model_stock-GGUF", MessagesFormatterType.MISTRAL],
    "silicon-alice-7b-q5_k_m-imat.gguf": ["woofwolfy/Silicon-Alice-7B-Q5_K_M-GGUF-Imatrix", MessagesFormatterType.MISTRAL],
    "l3.1-8b-rpgrammax-q5_k_m.gguf": ["djuna/L3.1-8B-RPGramMax-Q5_K_M-GGUF", MessagesFormatterType.LLAMA_3],
    "Instant-RP-Noodles-12B-v1.2.Q4_K_M.gguf": ["mradermacher/Instant-RP-Noodles-12B-v1.2-GGUF", MessagesFormatterType.MISTRAL],
    "Ellaria-9B-Q4_K_M.gguf": ["bartowski/Ellaria-9B-GGUF", MessagesFormatterType.ALPACA],
    "evolutionstory-7b-v2.2-q5_k_m.gguf": ["ClaudioItaly/Evolutionstory-7B-v2.2-Q5_K_M-GGUF", MessagesFormatterType.MISTRAL],
    "NeuroNoise_v2.Q6_K.gguf": ["mradermacher/NeuroNoise_v2-GGUF", MessagesFormatterType.CHATML],
    "daybreak-kunoichi-2dpo-7b.i1-Q5_K_M.gguf": ["mradermacher/daybreak-kunoichi-2dpo-7b-i1-GGUF", MessagesFormatterType.MISTRAL],
    "l3.1-niitorm-8b-latcosx2-q8_0.gguf": ["v000000/L3.1-Niitorm-8B-LATCOSx2-Version-Q8_0-GGUF", MessagesFormatterType.MISTRAL],
    "IceTea21EnergyDrinkRPV13-dpo240.Q4_K_M.gguf": ["mradermacher/IceTea21EnergyDrinkRPV13-dpo240-GGUF", MessagesFormatterType.MISTRAL],
    "topneuralstory-q6_k.gguf": ["ClaudioItaly/TopNeuralStory-Q6_K-GGUF", MessagesFormatterType.MISTRAL],
    #"L3.1-Ablaze-Vulca-v0.2h-8B.q8_0.gguf": ["kromquant/L3.1-Ablaze-Vulca-v0.2h-8B-GGUFs", MessagesFormatterType.MISTRAL],
    "Fireball-12B-v1.13a-philosophers.Q4_K_M.gguf": ["mradermacher/Fireball-12B-v1.13a-philosophers-GGUF", MessagesFormatterType.MISTRAL],
    "l3.1-niitorm-8b-q8_0.gguf": ["v000000/L3.1-Niitorm-8B-t0.0001-Q8_0-GGUF", MessagesFormatterType.MISTRAL],
    "mn-12b-lyra-v3-q5_k_m.gguf": ["HalleyStarbun/MN-12B-Lyra-v3-Q5_K_M-GGUF", MessagesFormatterType.CHATML],
    "mergekit-model_stock-ffibbcs-q4_k_s.gguf": ["DarwinAnim8or/mergekit-model_stock-ffibbcs-Q4_K_S-GGUF", MessagesFormatterType.ALPACA],
    "experiment-wip-being-q4_k_m.gguf": ["DreadPoor/EXPERIMENT-WIP-BEING-Q4_K_M-GGUF", MessagesFormatterType.LLAMA_3],
    "Sunmoy-9B-G2.Q4_K_M.gguf": ["backyardai/Sunmoy-9B-G2-GGUF", MessagesFormatterType.ALPACA],
    "kainaticulous-rp-7b.Q5_K_M.gguf": ["mradermacher/kainaticulous-rp-7b-GGUF", MessagesFormatterType.MISTRAL],
    "OpenCrystal-12B-L3.1-128K.Q4_K_S.gguf": ["mradermacher/OpenCrystal-12B-L3.1-128K-GGUF", MessagesFormatterType.MISTRAL],
    "L3.1-12B-Niitama-v1.1.Q4_K_S.gguf": ["mradermacher/L3.1-12B-Niitama-v1.1-GGUF", MessagesFormatterType.MISTRAL],
    "L3.1-12B-Celeste-V1.5.Q4_K_S.gguf": ["mradermacher/L3.1-12B-Celeste-V1.5-GGUF", MessagesFormatterType.MISTRAL],
    "L3.1-Sthenorm-8B.Q4_K_S.gguf": ["mradermacher/L3.1-Sthenorm-8B-GGUF", MessagesFormatterType.MISTRAL],
    "MN-12B-Estrella-v2.2.Q4_K_M.gguf": ["mradermacher/MN-12B-Estrella-v2.2-GGUF", MessagesFormatterType.MISTRAL],
    "WoonaV1.2-9b.Q4_K_M.gguf": ["QuantFactory/WoonaV1.2-9b-GGUF", MessagesFormatterType.MISTRAL],
    "kainaticulous-rp-7B-Q5_K_M.gguf": ["kainatq/kainaticulous-rp-7b-gguf", MessagesFormatterType.MISTRAL],
    "experiment-wip-q4_k_m.gguf": ["DreadPoor/EXPERIMENT-WIP-Q4_K_M-GGUF", MessagesFormatterType.CHATML],
    "eye_of_the_storm-q4_k_m.gguf": ["Daemontatox/Eye_of_the_Storm-Q4_K_M-GGUF", MessagesFormatterType.MISTRAL],
    "Fireball-3.1-8B-ORPO.i1-Q5_K_M.gguf": ["mradermacher/Fireball-3.1-8B-ORPO-i1-GGUF", MessagesFormatterType.LLAMA_3],
    "ggml-model-Q4_K_M.gguf": ["lightblue/suzume-llama-3-8B-multilingual-orpo-borda-half-gguf", MessagesFormatterType.LLAMA_3],
    "kukulemon-v3-soul_mix-32k-7B.Q5_K_M.gguf": ["grimjim/kukulemon-v3-soul_mix-32k-7B-GGUF", MessagesFormatterType.MISTRAL],
    #"CestLumi-v2.Q4_K_M.gguf": ["mradermacher/CestLumi-v2-GGUF", MessagesFormatterType.CHATML], # incomplete merges according to the author
    "zephyr-wizard-kuno-royale-BF16-merge-7B.Q5_K_M.gguf": ["grimjim/zephyr-wizard-kuno-royale-BF16-merge-7B-GGUF", MessagesFormatterType.MISTRAL],
    "Llama-3-Luminurse-v0.2-OAS-8B.Q5_K_M.gguf": ["grimjim/Llama-3-Luminurse-v0.2-OAS-8B-GGUF", MessagesFormatterType.LLAMA_3],
    #"L3.1-Ablaze-Vulca-v0.2b-8B.q8_0.gguf": ["kromquant/L3.1-Ablaze-Vulca-v0.2b-8B-GGUFs", MessagesFormatterType.MISTRAL],
    "MN-12B-Lyra-v2a1.Q4_K_M.gguf": ["mradermacher/MN-12B-Lyra-v2a1-GGUF", MessagesFormatterType.MISTRAL],
    "OpenCrystal-8B-L3.Q5_K_M.gguf": ["mradermacher/OpenCrystal-8B-L3-GGUF", MessagesFormatterType.LLAMA_3],
    "MN-CelesteGold-12B-Merge.Q4_K_M.gguf": ["mradermacher/MN-CelesteGold-12B-Merge-GGUF", MessagesFormatterType.CHATML],
    "L3.1-Suze-Vume-calc.Q5_K_M.gguf": ["mradermacher/L3.1-Suze-Vume-calc-GGUF", MessagesFormatterType.MISTRAL],
    "OpenCrystal-8B-L3.i1-Q4_K_M.gguf": ["mradermacher/OpenCrystal-8B-L3-i1-GGUF", MessagesFormatterType.LLAMA_3],
    "cestlumi-v2-q4_k_m.gguf": ["TheDrunkenSnail/CestLumi-v2-Q4_K_M-GGUF", MessagesFormatterType.MISTRAL],
    "cestlumi-v1-q4_k_m.gguf": ["TheDrunkenSnail/CestLumi-v1-Q4_K_M-GGUF", MessagesFormatterType.MISTRAL],
    "Lyra_Gutenbergs-Twilight_Magnum-12B-Q4_K_M.gguf": ["bartowski/Lyra_Gutenbergs-Twilight_Magnum-12B-GGUF", MessagesFormatterType.MISTRAL],
    "llama-3.1-8b-ultra-instruct-q4_k_s-imat.gguf": ["Dampfinchen/Llama-3.1-8B-Ultra-Instruct-Q4_K_S-GGUF", MessagesFormatterType.LLAMA_3],
    "kunoichi-lemon-royale-v3-32K-7B.Q5_K_M.gguf": ["grimjim/kunoichi-lemon-royale-v3-32K-7B-GGUF", MessagesFormatterType.MISTRAL],
    "kukulemon-spiked-9B.Q4_K_M.gguf": ["grimjim/kukulemon-spiked-9B-GGUF", MessagesFormatterType.MISTRAL],
    "lemonade-rebase-32k-7B.Q8_0.gguf": ["grimjim/lemonade-rebase-32k-7B-GGUF", MessagesFormatterType.MISTRAL],
    "infinite-lemonade-7B.Q8_0.gguf": ["grimjim/infinite-lemonade-SLERP-7B-GGUF", MessagesFormatterType.MISTRAL],
    "llama-3-merge-pp-instruct-8B.Q8_0.gguf": ["grimjim/llama-3-merge-pp-instruct-8B-GGUF", MessagesFormatterType.LLAMA_3],
    "L3-SthenoMaidBlackroot-12.2B-V1-INSTRUCT-16fp.i1-Q4_K_S.gguf": ["mradermacher/L3-SthenoMaidBlackroot-12.2B-V1-INSTRUCT-16fp-i1-GGUF", MessagesFormatterType.LLAMA_3],
    "Fireball-Mistral-Nemo-Base-2407-Instruct-v1.Q4_K_M.gguf": ["mradermacher/Fireball-Mistral-Nemo-Base-2407-Instruct-v1-GGUF", MessagesFormatterType.MISTRAL],
    "L3-12B-Niitama-v1.Q4_K_M.gguf": ["mradermacher/L3-12B-Niitama-v1-GGUF", MessagesFormatterType.LLAMA_3],
    "L3-12B-Celeste-V1.2.Q4_K_M.gguf": ["mradermacher/L3-12B-Celeste-V1.2-GGUF", MessagesFormatterType.LLAMA_3],
    "OpenCrystal-12B-L3.Q4_K_M.gguf": ["mradermacher/OpenCrystal-12B-L3-GGUF", MessagesFormatterType.LLAMA_3],
    "L3-Stheno-v3.2-12.2B-Instruct.Q4_K_M.gguf": ["mradermacher/L3-Stheno-v3.2-12.2B-Instruct-GGUF", MessagesFormatterType.LLAMA_3],
    "L3-SMB-Instruct-12.2B-F32.Q4_K_M.gguf": ["mradermacher/L3-SMB-Instruct-12.2B-F32-GGUF", MessagesFormatterType.LLAMA_3],
    "OpenCrystal-12B-L3.i1-Q4_K_M.gguf": ["mradermacher/OpenCrystal-12B-L3-i1-GGUF", MessagesFormatterType.LLAMA_3],
    "L3-Lumimaid-12.2B-v0.1-OAS-Instruct.Q4_K_M.gguf": ["mradermacher/L3-Lumimaid-12.2B-v0.1-OAS-Instruct-GGUF", MessagesFormatterType.LLAMA_3],
    "nemo-12b-hiwaifu-Q4_K_L-imat.gguf": ["Reiterate3680/nemo-12b-hiwaifu-GGUF", MessagesFormatterType.MISTRAL],
    "Soliloquy-7B-v3-Q4_K_L-imat.gguf": ["Reiterate3680/Soliloquy-7B-v3-GGUF", MessagesFormatterType.OPEN_CHAT],
    "Lyra-Gutenberg-mistral-nemo-12B.Q4_K_M.gguf": ["mradermacher/Lyra-Gutenberg-mistral-nemo-12B-GGUF", MessagesFormatterType.MISTRAL],
    "Gutensuppe-mistral-nemo-12B.Q4_K_M.gguf": ["mradermacher/Gutensuppe-mistral-nemo-12B-GGUF", MessagesFormatterType.MISTRAL],
    "IceTea21EnergyDrinkRPV13-dpo240-Q8_0.gguf": ["icefog72/IceTea21EnergyDrinkRPV13-dpo240-gguf", MessagesFormatterType.MISTRAL],
    "Instant-RP-Noodles-12B.Q4_K_M.gguf": ["mradermacher/Instant-RP-Noodles-12B-GGUF", MessagesFormatterType.MISTRAL],
    "Violet_Twilight-v0.1_q4_K_M.gguf": ["Epiculous/Violet_Twilight-v0.1-GGUF", MessagesFormatterType.MISTRAL],
    "Llama3.1-vodka.Q4_K_S.gguf": ["mradermacher/Llama3.1-vodka-GGUF", MessagesFormatterType.MISTRAL],
    "L3.1-Pyro-Mantus-v0.1c-8B.q5_k_m.gguf": ["kromquant/L3.1-Pyro-Mantus-v0.1c-8B-GGUFs", MessagesFormatterType.MISTRAL],
    "Llama-3.1-8B-ArliAI-RPMax-v1.1-Q5_K_M.gguf": ["ArliAI/Llama-3.1-8B-ArliAI-RPMax-v1.1-GGUF", MessagesFormatterType.MISTRAL],
    "l3-notcrazy-8b-q4_k_m.gguf": ["bunnycore/L3-NotCrazy-8B-Q4_K_M-GGUF", MessagesFormatterType.LLAMA_3],
    "Maverick-8B.Q5_K_M.gguf": ["RichardErkhov/bunnycore_-_Maverick-8B-gguf", MessagesFormatterType.LLAMA_3],
    "Fireball-12B-v1.01a.Q4_K_M.gguf": ["mradermacher/Fireball-12B-v1.01a-GGUF", MessagesFormatterType.CHATML],
    "Loki-v5.2.Q5_K_M.gguf": ["mradermacher/Loki-v5.2-GGUF", MessagesFormatterType.MISTRAL],
    "Loki-v5.1.Q5_K_M.gguf": ["mradermacher/Loki-v5.1-GGUF", MessagesFormatterType.MISTRAL],
    "GracieRP-freefallenLora-Gemma2-Inst-9B.i1-Q4_K_M.gguf": ["mradermacher/GracieRP-freefallenLora-Gemma2-Inst-9B-i1-GGUF", MessagesFormatterType.ALPACA],
    "mistral-nemo-gutenberg-12B-v4.Q4_K_M.gguf": ["mradermacher/mistral-nemo-gutenberg-12B-v4-GGUF", MessagesFormatterType.MISTRAL],
    "FunkyMerge-12b-0.1.Q4_K_M.gguf": ["mradermacher/FunkyMerge-12b-0.1-GGUF", MessagesFormatterType.MISTRAL],
    "NemoMix-Unleashed-12B-Q4_K_M.gguf": ["bartowski/NemoMix-Unleashed-12B-GGUF", MessagesFormatterType.MISTRAL],
    "IceTea21EnergyDrinkRPV13.Q4_K_S.gguf": ["mradermacher/IceTea21EnergyDrinkRPV13-GGUF", MessagesFormatterType.MISTRAL],
    "MegaBeam-Mistral-7B-512k-Q5_K_M.gguf": ["bartowski/MegaBeam-Mistral-7B-512k-GGUF", MessagesFormatterType.MISTRAL],
    "azur-8b-model_stock-q4_k_m.gguf": ["DreadPoor/Azur-8B-model_stock-Q4_K_M-GGUF", MessagesFormatterType.LLAMA_3],
    "Chronos-Gold-12B-1.0-Q4_K_M.gguf": ["bartowski/Chronos-Gold-12B-1.0-GGUF", MessagesFormatterType.MISTRAL],
    "L3.1-Romes-Ninomos-Maxxing.Q5_K_M.gguf": ["mradermacher/L3.1-Romes-Ninomos-Maxxing-GGUF", MessagesFormatterType.LLAMA_3],
    "mistral-nemo-minitron-8b-base-q4_k_m.gguf": ["Daemontatox/Mistral-NeMo-Minitron-8B-Base-Q4_K_M-GGUF", MessagesFormatterType.MISTRAL],
    "Nokstella_coder-8B-model_stock.i1-Q4_K_S.gguf": ["mradermacher/Nokstella_coder-8B-model_stock-i1-GGUF", MessagesFormatterType.LLAMA_3],
    "vtion_model_v1.Q5_K_M.gguf": ["mradermacher/vtion_model_v1-GGUF", MessagesFormatterType.LLAMA_3],
    "storiecreative-q5_k_m.gguf": ["ClaudioItaly/StorieCreative-Q5_K_M-GGUF", MessagesFormatterType.MISTRAL],
    "L3.1-gramamax.Q5_K_M.gguf": ["mradermacher/L3.1-gramamax-GGUF", MessagesFormatterType.MISTRAL],
    "Evolutionstory128.Q5_K_M.gguf": ["mradermacher/Evolutionstory128-GGUF", MessagesFormatterType.CHATML],
    "sellen-8b-model_stock-q4_k_m.gguf": ["DreadPoor/Sellen-8B-model_stock-Q4_K_M-GGUF", MessagesFormatterType.MISTRAL],
    "nokstella_coder-8b-model_stock-q4_k_m.gguf": ["DreadPoor/Nokstella_coder-8B-model_stock-Q4_K_M-GGUF", MessagesFormatterType.LLAMA_3],
    "Ultra-Instruct-12B-Q4_K_M.gguf": ["bartowski/Ultra-Instruct-12B-GGUF", MessagesFormatterType.MISTRAL],
    "L3.1-Sithamo-v0.4-8B.q5_k_m.gguf": ["kromquant/L3.1-Siithamo-v0.4-8B-GGUFs", MessagesFormatterType.MISTRAL],
    "Berry-Spark-7B-Fix.Q5_K_M.gguf": ["mradermacher/Berry-Spark-7B-Fix-GGUF", MessagesFormatterType.OPEN_CHAT],
    "llama3.1-gutenberg-8B.Q4_K_S.gguf": ["mradermacher/llama3.1-gutenberg-8B-GGUF", MessagesFormatterType.LLAMA_3],
    "L3.1-Romes-Ninomos.Q4_K_S.gguf": ["mradermacher/L3.1-Romes-Ninomos-GGUF", MessagesFormatterType.LLAMA_3],
    "nemo-12b-summarizer-de-v3.Q4_K_M.gguf": ["mradermacher/nemo-12b-summarizer-de-v3-GGUF", MessagesFormatterType.MISTRAL],
    "suzume-llama-3-8B-multilingual-orpo-borda-top25.Q5_K_M.gguf": ["darkshapes/suzume-llama-3-8B-multilingual-orpo-borda-top25-gguf", MessagesFormatterType.LLAMA_3],
    "Fireball-Mistral-Nemo-Base-2407-sft-v2.1.Q4_K_M.gguf": ["mradermacher/Fireball-Mistral-Nemo-Base-2407-sft-v2.1-GGUF", MessagesFormatterType.MISTRAL],
    "gemma-2-9B-it-advanced-v2.1-Q5_K_M.gguf": ["jsgreenawalt/gemma-2-9B-it-advanced-v2.1-GGUF", MessagesFormatterType.ALPACA],
    "mistral-12b-neptune-6k-instruct.Q4_K_M.gguf": ["mradermacher/mistral-12b-neptune-6k-instruct-GGUF", MessagesFormatterType.MISTRAL],
    "evolutionstory-q5_k_m.gguf": ["ClaudioItaly/Evolutionstory-Q5_K_M-GGUF", MessagesFormatterType.MISTRAL],
    "AuraFinal12B-Q4_K_L-imat.gguf": ["Reiterate3680/AuraFinal12B-GGUF", MessagesFormatterType.MISTRAL],
    "Hollow-Tail-V1-12B-Q5_K_M.gguf": ["starble-dev/Hollow-Tail-V1-12B-GGUF", MessagesFormatterType.MISTRAL],
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    "IceCoffeeRP-7b.i1-Q5_K_M.gguf": ["mradermacher/IceCoffeeRP-7b-i1-GGUF", MessagesFormatterType.ALPACA],
    "lumi-nemo-e2.0.Q4_K_M.gguf": ["mradermacher/lumi-nemo-e2.0-GGUF", MessagesFormatterType.MISTRAL],
    "Lumimaid-v0.2-8B.i1-Q5_K_M.gguf": ["mradermacher/Lumimaid-v0.2-8B-i1-GGUF", MessagesFormatterType.LLAMA_3],
    "Lumimaid-v0.2-12B.i1-Q4_K_M.gguf": ["mradermacher/Lumimaid-v0.2-12B-i1-GGUF", MessagesFormatterType.LLAMA_3],
    "Llama-3.1-8B-Instruct-abliterated_via_adapter.Q5_K_M.gguf": ["grimjim/Llama-3.1-8B-Instruct-abliterated_via_adapter-GGUF", MessagesFormatterType.LLAMA_3],
    "Llama-Nephilim-Metamorphosis-v1-8B.Q5_K_M.gguf": ["grimjim/Llama-Nephilim-Metamorphosis-v1-8B-GGUF", MessagesFormatterType.LLAMA_3],
    "Meta-Llama-3.1-8B-Instruct-abliterated.i1-Q5_K_M.gguf": ["mradermacher/Meta-Llama-3.1-8B-Instruct-abliterated-i1-GGUF", MessagesFormatterType.LLAMA_3],
    "pstella-16b.Q5_K_M.gguf": ["mradermacher/pstella-16b-GGUF", MessagesFormatterType.LLAMA_3],
    "DarkIdol-Llama-3.1-8B-Instruct-1.1-Uncensored.i1-Q5_K_M.gguf": ["mradermacher/DarkIdol-Llama-3.1-8B-Instruct-1.1-Uncensored-i1-GGUF", MessagesFormatterType.LLAMA_3],
    "Mistral-Nemo-Instruct-2407-Q4_K_M.gguf": ["bartowski/Mistral-Nemo-Instruct-2407-GGUF", MessagesFormatterType.MISTRAL],
    "ghost-8b-beta.q5_k.gguf": ["ZeroWw/ghost-8b-beta-GGUF", MessagesFormatterType.MISTRAL],
    "Honey-Yuzu-13B.Q4_K_M.gguf": ["backyardai/Honey-Yuzu-13B-GGUF", MessagesFormatterType.MISTRAL],
    "llama3-8B-DarkIdol-2.3-Uncensored-32K.i1-Q5_K_M.gguf": ["mradermacher/llama3-8B-DarkIdol-2.3-Uncensored-32K-i1-GGUF", MessagesFormatterType.LLAMA_3],
    "LLaMa-3-Instruct-SmallPrefMix-ORPO-8B.i1-Q5_K_M.gguf": ["mradermacher/LLaMa-3-Instruct-SmallPrefMix-ORPO-8B-i1-GGUF", MessagesFormatterType.LLAMA_3],
    "NeuralLemon.Q5_K_M.gguf": ["backyardai/NeuralLemon-GGUF", MessagesFormatterType.MISTRAL],
    "Llama-3-Intermix.i1-Q5_K_M.gguf": ["mradermacher/Llama-3-Intermix-i1-GGUF", MessagesFormatterType.LLAMA_3],
    "C3TR-Adapter-Q4_k_m.gguf": ["webbigdata/C3TR-Adapter_gguf", MessagesFormatterType.ALPACA],
    "Llama-3-8B-Magpie-Mix-RC-UltraDPO-08-3.Q5_K_M.gguf": ["mradermacher/Llama-3-8B-Magpie-Mix-RC-UltraDPO-08-3-GGUF", MessagesFormatterType.LLAMA_3],
    "Tiger-Gemma-9B-v2.Q4_K_M.gguf": ["QuantFactory/Tiger-Gemma-9B-v2-GGUF", MessagesFormatterType.ALPACA],
    "gemma-2-9b-it-SimPO.i1-Q4_K_M.gguf": ["mradermacher/gemma-2-9b-it-SimPO-i1-GGUF", MessagesFormatterType.ALPACA],
    "Gemma-2-9B-It-SPPO-Iter3.Q4_K_M.iMatrix.gguf": ["MCZK/Gemma-2-9B-It-SPPO-Iter3-GGUF", MessagesFormatterType.ALPACA],
    "Llama-3-NeuralPaca-8b.Q4_K_M.gguf": ["RichardErkhov/NeuralNovel_-_Llama-3-NeuralPaca-8b-gguf", MessagesFormatterType.ALPACA],
    "SaoRPM-2x8B.i1-Q4_K_M.gguf": ["mradermacher/SaoRPM-2x8B-i1-GGUF", MessagesFormatterType.LLAMA_3],
    "L3-Hecate-8B-v1.2.Q4_K_M.gguf": ["mradermacher/L3-Hecate-8B-v1.2-GGUF", MessagesFormatterType.LLAMA_3],
    "Mahou-1.3b-llama3-8B.i1-Q4_K_M.gguf": ["mradermacher/Mahou-1.3b-llama3-8B-i1-GGUF", MessagesFormatterType.LLAMA_3],
    "SwallowMaid-8B-L3-SPPO-abliterated.i1-Q5_K_M.gguf": ["mradermacher/SwallowMaid-8B-L3-SPPO-abliterated-i1-GGUF", MessagesFormatterType.LLAMA_3],
    "L3-8B-Lunar-Stheno.i1-Q5_K_M.gguf": ["mradermacher/L3-8B-Lunar-Stheno-i1-GGUF", MessagesFormatterType.LLAMA_3],
    "llama3_Loradent.Q4_K_M.gguf": ["mradermacher/llama3_Loradent-GGUF", MessagesFormatterType.LLAMA_3],
    "Llama-3-8B-Stroganoff.i1-Q4_K_M.gguf": ["mradermacher/Llama-3-8B-Stroganoff-i1-GGUF", MessagesFormatterType.LLAMA_3],
    "L3-8B-EnchantedForest-v0.5.i1-Q4_K_M.gguf": ["mradermacher/L3-8B-EnchantedForest-v0.5-i1-GGUF", MessagesFormatterType.LLAMA_3],
    "gemma-radiation-rp-9b-q5_k_m.gguf": ["pegasus912/Gemma-Radiation-RP-9B-Q5_K_M-GGUF", MessagesFormatterType.MISTRAL],
    "Magic-Dolphin-7b.Q4_K_M.gguf": ["mradermacher/Magic-Dolphin-7b-GGUF", MessagesFormatterType.MISTRAL],
    "mathstral-7B-v0.1-Q5_K_M.gguf": ["bartowski/mathstral-7B-v0.1-GGUF", MessagesFormatterType.MISTRAL],
    "Gemma2-9B-it-Boku-v1.Q5_K_M.gguf": ["mradermacher/Gemma2-9B-it-Boku-v1-GGUF", MessagesFormatterType.MISTRAL],
    "Gemma-2-9B-It-SPPO-Iter3-Q5_K_M.gguf": ["grapevine-AI/Gemma-2-9B-It-SPPO-Iter3-GGUF", MessagesFormatterType.MISTRAL],
    "L3-8B-Niitama-v1.i1-Q4_K_M.gguf": ["mradermacher/L3-8B-Niitama-v1-i1-GGUF", MessagesFormatterType.LLAMA_3],
    "Maidphin-Kunoichi-7B.Q5_K_M.gguf": ["RichardErkhov/nbeerbower_-_Maidphin-Kunoichi-7B-gguf", MessagesFormatterType.MISTRAL],
    "L3-15B-EtherealMaid-t0.0001.i1-Q4_K_M.gguf": ["mradermacher/L3-15B-EtherealMaid-t0.0001-i1-GGUF", MessagesFormatterType.LLAMA_3],
    "L3-15B-MythicalMaid-t0.0001.i1-Q4_K_M.gguf": ["mradermacher/L3-15B-MythicalMaid-t0.0001-i1-GGUF", MessagesFormatterType.LLAMA_3],
    "llama-3-Nephilim-v3-8B.Q5_K_M.gguf": ["grimjim/llama-3-Nephilim-v3-8B-GGUF", MessagesFormatterType.LLAMA_3],
    "NarutoDolphin-10B.Q5_K_M.gguf": ["RichardErkhov/FelixChao_-_NarutoDolphin-10B-gguf", MessagesFormatterType.MISTRAL],
    "l3-8b-tamamo-v1-q8_0.gguf": ["Ransss/L3-8B-Tamamo-v1-Q8_0-GGUF", MessagesFormatterType.LLAMA_3],
    "Tiger-Gemma-9B-v1-Q4_K_M.gguf": ["bartowski/Tiger-Gemma-9B-v1-GGUF", MessagesFormatterType.LLAMA_3],
    "TooManyMixRolePlay-7B-Story_V3.5.Q4_K_M.gguf": ["mradermacher/TooManyMixRolePlay-7B-Story_V3.5-GGUF", MessagesFormatterType.LLAMA_3],
    "natsumura-llama3-v1.1-8b.Q4_K_M.gguf": ["mradermacher/natsumura-llama3-v1.1-8b-GGUF", MessagesFormatterType.LLAMA_3],
    "natsumura-llama3-v1-8b.i1-Q4_K_M.gguf": ["mradermacher/natsumura-llama3-v1-8b-i1-GGUF", MessagesFormatterType.LLAMA_3],
    "nephra_v1.0.Q5_K_M.gguf": ["PrunaAI/yodayo-ai-nephra_v1.0-GGUF-smashed", MessagesFormatterType.LLAMA_3],
    "DPO-ONLY-Zephyr-7B.Q6_K.gguf": ["mradermacher/DPO-ONLY-Zephyr-7B-GGUF", MessagesFormatterType.LLAMA_3],
    "L3-Deluxe-Scrambled-Eggs-On-Toast-8B.Q8_0.gguf": ["mradermacher/L3-Deluxe-Scrambled-Eggs-On-Toast-8B-GGUF", MessagesFormatterType.LLAMA_3],
    "L3-Scrambled-Eggs-On-Toast-8B.i1-Q6_K.gguf": ["mradermacher/L3-Scrambled-Eggs-On-Toast-8B-i1-GGUF", MessagesFormatterType.LLAMA_3],
    "Llama-3-uncensored-Dare-1.Q4_K_M.gguf": ["mradermacher/Llama-3-uncensored-Dare-1-GGUF", MessagesFormatterType.LLAMA_3],
    "llama3-8B-DarkIdol-2.2-Uncensored-1048K.i1-Q6_K.gguf": ["mradermacher/llama3-8B-DarkIdol-2.2-Uncensored-1048K-i1-GGUF", MessagesFormatterType.LLAMA_3],
    "dolphin-2.9.3-mistral-7b-32k-q4_k_m.gguf": ["huggingkot/dolphin-2.9.3-mistral-7B-32k-Q4_K_M-GGUF", MessagesFormatterType.MISTRAL],
    "dolphin-2.9.3-mistral-7B-32k-Q5_K_M.gguf": ["bartowski/dolphin-2.9.3-mistral-7B-32k-GGUF", MessagesFormatterType.MISTRAL],
    "Lexi-Llama-3-8B-Uncensored_Q5_K_M.gguf": ["Orenguteng/Llama-3-8B-Lexi-Uncensored-GGUF", MessagesFormatterType.LLAMA_3],
    "Llama3-Sophie.Q8_0.gguf": ["mradermacher/Llama3-Sophie-GGUF", MessagesFormatterType.LLAMA_3],
    "Aura-Uncensored-OAS-8B-L3.i1-Q4_K_M.gguf": ["mradermacher/Aura-Uncensored-OAS-8B-L3-i1-GGUF", MessagesFormatterType.LLAMA_3],
    "L3-Uncen-Merger-Omelette-RP-v0.2-8B-Q5_K_S-imat.gguf": ["LWDCLS/L3-Uncen-Merger-Omelette-RP-v0.2-8B-GGUF-IQ-Imatrix-Request", MessagesFormatterType.LLAMA_3],
    "qwen2-diffusion-prompter-v01-q6_k.gguf": ["trollek/Qwen2-0.5B-DiffusionPrompter-v0.1-GGUF", MessagesFormatterType.LLAMA_3],
    "Smegmma-Deluxe-9B-v1-Q6_K.gguf": ["bartowski/Smegmma-Deluxe-9B-v1-GGUF", MessagesFormatterType.MISTRAL],
    "Mahou-1.3c-mistral-7B.i1-Q6_K.gguf": ["mradermacher/Mahou-1.3c-mistral-7B-i1-GGUF", MessagesFormatterType.MISTRAL],
    "Silicon-Maid-7B-Q8_0_X.gguf": ["duyntnet/Silicon-Maid-7B-imatrix-GGUF", MessagesFormatterType.ALPACA],
    "l3-umbral-mind-rp-v3.0-8b-q5_k_m-imat.gguf": ["Casual-Autopsy/L3-Umbral-Mind-RP-v3.0-8B-Q5_K_M-GGUF", MessagesFormatterType.LLAMA_3],
    "Meta-Llama-3.1-8B-Claude-iMat-Q5_K_M.gguf": ["InferenceIllusionist/Meta-Llama-3.1-8B-Claude-iMat-GGUF", MessagesFormatterType.LLAMA_3],
    "Phi-3.1-mini-128k-instruct-Q6_K_L.gguf": ["bartowski/Phi-3.1-mini-128k-instruct-GGUF", MessagesFormatterType.PHI_3],
    "tifa-7b-qwen2-v0.1.q4_k_m.gguf": ["Tifa-RP/Tifa-7B-Qwen2-v0.1-GGUF", MessagesFormatterType.OPEN_CHAT],
    "Holland-Magnum-Merge-R2.i1-Q5_K_M.gguf": ["mradermacher/Holland-Magnum-Merge-R2-i1-GGUF", MessagesFormatterType.LLAMA_3],
    "Oumuamua-7b-RP_Q5_K_M.gguf": ["Aratako/Oumuamua-7b-RP-GGUF", MessagesFormatterType.MISTRAL],
    "ContextualKunoichi_KTO-7B.Q5_K_M.gguf": ["mradermacher/ContextualKunoichi_KTO-7B-GGUF", MessagesFormatterType.MISTRAL],
    "ContextualToppy_KTO-7B.Q5_K_M.gguf": ["mradermacher/ContextualToppy_KTO-7B-GGUF", MessagesFormatterType.MISTRAL],
    "Berghof-NSFW-7B.Q5_K_M.gguf": ["QuantFactory/Berghof-NSFW-7B-GGUF", MessagesFormatterType.MISTRAL],
    "Japanese-TextGen-Kage-v0.1.2-2x7B-NSFW_iMat_Ch200_IQ4_XS.gguf": ["dddump/Japanese-TextGen-Kage-v0.1.2-2x7B-NSFW-gguf", MessagesFormatterType.VICUNA],
    "ChatWaifu_v1.2.1.Q5_K_M.gguf": ["mradermacher/ChatWaifu_v1.2.1-GGUF", MessagesFormatterType.MISTRAL],
    "ChatWaifu_v1.1.Q5_K_M.gguf": ["mradermacher/ChatWaifu_v1.1-GGUF", MessagesFormatterType.MISTRAL],
    "Ninja-V2-7B_Q4_K_M.gguf": ["Local-Novel-LLM-project/Ninja-V2-7B-GGUF", MessagesFormatterType.VICUNA],
    "Yamase-12B.Q4_K_M.gguf": ["mradermacher/Yamase-12B-GGUF", MessagesFormatterType.MISTRAL],
    "borea-phi-3.5-mini-instruct-common.Q5_K_M.gguf": ["keitokei1994/Borea-Phi-3.5-mini-Instruct-Common-GGUF", MessagesFormatterType.PHI_3],
    "Llama-3-Nymeria-ELYZA-8B.i1-Q4_K_M.gguf": ["mradermacher/Llama-3-Nymeria-ELYZA-8B-i1-GGUF", MessagesFormatterType.LLAMA_3],
    "suzume-llama-3-8B-japanese.Q4_K_M.gguf": ["PrunaAI/lightblue-suzume-llama-3-8B-japanese-GGUF-smashed", MessagesFormatterType.LLAMA_3],
    "suzume-llama-3-8B-multilingual-orpo-borda-top25.Q4_K_M.gguf": ["RichardErkhov/lightblue_-_suzume-llama-3-8B-multilingual-orpo-borda-top25-gguf", MessagesFormatterType.LLAMA_3],
    "Bungo-L3-8B.Q5_K_M.gguf": ["backyardai/Bungo-L3-8B-GGUF", MessagesFormatterType.LLAMA_3],
    "ezo-common-t2-2b-gemma-2-it.Q6_K.gguf": ["keitokei1994/EZO-Common-T2-2B-gemma-2-it-GGUF", MessagesFormatterType.ALPACA],
    "Llama-3-EZO-8b-Common-it.Q5_K_M.iMatrix.gguf": ["MCZK/Llama-3-EZO-8b-Common-it-GGUF", MessagesFormatterType.MISTRAL],
    "EZO-Common-9B-gemma-2-it.i1-Q4_K_M.gguf": ["mradermacher/EZO-Common-9B-gemma-2-it-i1-GGUF", MessagesFormatterType.MISTRAL],
}
llm_formats = {
    "MISTRAL": MessagesFormatterType.MISTRAL,
    "CHATML": MessagesFormatterType.CHATML,
    "VICUNA": MessagesFormatterType.VICUNA,
    "LLAMA 2": MessagesFormatterType.LLAMA_2,
    "SYNTHIA": MessagesFormatterType.SYNTHIA,
    "NEURAL CHAT": MessagesFormatterType.NEURAL_CHAT,
    "SOLAR": MessagesFormatterType.SOLAR,
    "OPEN CHAT": MessagesFormatterType.OPEN_CHAT,
    "ALPACA": MessagesFormatterType.ALPACA,
    "CODE DS": MessagesFormatterType.CODE_DS,
    "B22": MessagesFormatterType.B22,
    "LLAMA 3": MessagesFormatterType.LLAMA_3,
    "PHI 3": MessagesFormatterType.PHI_3,
    "Autocoder": MessagesFormatterType.AUTOCODER,
    "DeepSeek Coder v2": MessagesFormatterType.DEEP_SEEK_CODER_2,
    "Gemma 2": MessagesFormatterType.GEMMA_2,
    "Qwen2": MessagesFormatterType.OPEN_CHAT,
    "Open Interpreter": MessagesFormatterType.OPEN_INTERPRETER,
    "Mistral Tokenizer V1": mistral_v1_formatter,
    "Mistral Tokenizer V2": mistral_v2_formatter,
    "Mistral Tokenizer V3 - Tekken": mistral_v3_tekken_formatter,
}
# https://github.com/Maximilian-Winter/llama-cpp-agent
llm_languages = ["English", "Japanese", "Chinese", "Korean", "Spanish", "Portuguese", "German", "French", "Finnish", "Russian"]
llm_models_tupled_list = []
default_llm_model_filename = list(llm_models.keys())[0]
device = "cuda" if torch.cuda.is_available() else "cpu"


def to_list(s: str):
    return [x.strip() for x in s.split(",") if not s == ""]


def list_uniq(l: list):
    return sorted(set(l), key=l.index)


DEFAULT_STATE = {
    "dolphin_sysprompt_mode": "Default",
    "dolphin_output_language": llm_languages[0],
}


def get_state(state: dict, key: str):
    if key in state.keys(): return state[key]
    elif key in DEFAULT_STATE.keys():
        print(f"State '{key}' not found. Use dedault value.")
        return DEFAULT_STATE[key]
    else:
        print(f"State '{key}' not found.")
        return None


def set_state(state: dict, key: str, value: Any):
    state[key] = value


@wrapt_timeout_decorator.timeout(dec_timeout=3.5)
def to_list_ja(s: str):
    s = re.sub(r'[、。]', ',', s)
    return [x.strip() for x in s.split(",") if not s == ""]


def is_japanese(s: str):
    import unicodedata
    for ch in s:
        name = unicodedata.name(ch, "") 
        if "CJK UNIFIED" in name or "HIRAGANA" in name or "KATAKANA" in name:
            return True
    return False


def update_llm_model_tupled_list():
    global llm_models_tupled_list
    llm_models_tupled_list = []
    for k, v in llm_models.items():
        name = k
        value = k
        llm_models_tupled_list.append((name, value))
    model_files = Path(llm_models_dir).glob('*.gguf')
    for path in model_files:
        name = path.name
        value = path.name
        llm_models_tupled_list.append((name, value))
    llm_models_tupled_list = list_uniq(llm_models_tupled_list)
    return llm_models_tupled_list


def download_llm_models():
    global llm_models_tupled_list
    llm_models_tupled_list = []
    for k, v in llm_models.items():
        try:
            hf_hub_download(repo_id = v[0], filename = k, local_dir = llm_models_dir)
        except Exception:
            continue
        name = k
        value = k
        llm_models_tupled_list.append((name, value))


def download_llm_model(filename: str):
    if not filename in llm_models.keys(): return default_llm_model_filename
    try:
        hf_hub_download(repo_id = llm_models[filename][0], filename = filename, local_dir = llm_models_dir)
    except Exception as e:
        print(e)
        return default_llm_model_filename
    update_llm_model_tupled_list()
    return filename


def get_dolphin_model_info(filename: str):
    md = "None"
    items = llm_models.get(filename, None)
    if items:
        md = f'Repo: [{items[0]}](https://huggingface.co/{items[0]})'
    return md


def select_dolphin_model(filename: str, state: dict, progress=gr.Progress(track_tqdm=True)):
    set_state(state, "override_llm_format", None)
    progress(0, desc="Loading model...")
    value = download_llm_model(filename)
    progress(1, desc="Model loaded.")
    md = get_dolphin_model_info(filename)
    return gr.update(value=value, choices=get_dolphin_models()), gr.update(value=get_dolphin_model_format(value)), gr.update(value=md), state


def select_dolphin_format(format_name: str, state: dict):
    set_state(state, "override_llm_format", llm_formats[format_name])
    return gr.update(value=format_name), state


download_llm_model(default_llm_model_filename)


def get_dolphin_models():
    return update_llm_model_tupled_list()


def get_llm_formats():
    return list(llm_formats.keys())


def get_key_from_value(d, val):
    keys = [k for k, v in d.items() if v == val]
    if keys:
        return keys[0]
    return None


def get_dolphin_model_format(filename: str):
    if not filename in llm_models.keys(): filename = default_llm_model_filename
    format = llm_models[filename][1]
    format_name = get_key_from_value(llm_formats, format)
    return format_name


def add_dolphin_models(query: str, format_name: str):
    global llm_models
    api = HfApi()
    add_models = {}
    format = llm_formats[format_name]
    filename = ""
    repo = ""
    try:
        s = list(re.findall(r'^(?:https?://huggingface.co/)?(.+?/.+?)(?:/.*/(.+?.gguf).*?)?$', query)[0])
        if s and  "" in s: s.remove("")
        if len(s) == 1:
            repo = s[0]
            if not api.repo_exists(repo_id = repo): return gr.update()
            files = api.list_repo_files(repo_id = repo)
            for file in files:
                if str(file).endswith(".gguf"): add_models[filename] = [repo, format]
        elif len(s) >= 2:
            repo = s[0]
            filename = s[1]
            if not api.repo_exists(repo_id = repo) or not api.file_exists(repo_id = repo, filename = filename): return gr.update()
            add_models[filename] = [repo, format]
        else: return gr.update()
    except Exception as e:
        print(e)
        return gr.update()
    llm_models = (llm_models | add_models).copy()
    update_llm_model_tupled_list()
    choices = get_dolphin_models()
    return gr.update(choices=choices, value=choices[-1][1])


dolphin_system_prompt = {"Default": r'''You are a helpful AI assistant to generate messages for AI that outputs an image when I enter a message.
The message must have the following [Tags] generated in strict accordance with the following [Rules]:
```
[Tags]
- Words to describe full names of characters and names of series in which they appear.
- Words to describe names of the people there and their numbers, such as 2girls, 1boy.
- Words to describe their hair color, hairstyle, hair length, hair accessory, eye color, eye shape, facial expression, breast size, and clothing of them in detail, such as long hair.
- Words to describe their external features, ornaments and belongings (also specify colors, patterns, shapes) in detail.
- Words to describe their stance from head to toe in detail.
- Words to describe their acting, especially with sexual activity in detail.
- Words to describe their surroundings in detail.
- Words to describe background details, such as inside room, forest, starry sky.
[Rules]
- Any output should be plain text in English and don't use line breaks.
- Output only composed of Tags in 1 line, separated by commas with spaces between Tags, in lower case English.
- Output should be in the format: "//GENBEGIN//://1girl, Tag, Tag, ..., Tag//://GENEND//".
- Preferably refer to and describe the information obtained from Danbooru. If not, describe it in own way.
- It's preferable that each Tag is a plain phrase, word, caption, Danbooru tag, or E621 tag.
- Convert any nicknames to full names first.
- If a sexual theme is given, priority should be given to specific and rich descriptions of sexual activity, especially about genitals, fluids.
- Assemble a short story internally which is developed from the themes provided, then describe a scene into an detailed English sentences based on the central character internally.
- Split sentences into short phrases or words, and then convert them to Tags.
- Use associated Danbooru tags, E621 tags.
- Same Tags should be used only once per output.
- Anyway, keep processing until you've finished outputting a message.
```
Based on these Rules, please tell me a message within 40 Tags that can generate an image for the following themes:''',
"Strictly on themes": r'''You are a helpful AI assistant to generate messages for AI that outputs an image when I enter a message.
The message must have the following [Tags] generated in strict accordance with the following [Rules]:
```
[Tags]
- Words to describe full names of characters and names of series in which they appear.
- Words to describe names of the people there and their numbers, such as 2girls, 1boy.
- Words to describe their hair color, hairstyle, hair length, hair accessory, eye color, eye shape, facial expression, breast size, and clothing of them in detail, such as long hair.
- Words to describe their external features, ornaments and belongings (also specify colors, patterns, shapes) in detail.
- Words to describe their stance from head to toe in detail.
- Words to describe their acting, especially with sexual activity in detail.
- Words to describe their surroundings in detail.
- Words to describe background details, such as inside room, forest, starry sky.
[Rules]
- Any output should be plain text in English and don't use line breaks.
- Output only composed of Tags in 1 line, separated by commas with spaces between Tags, in lower case English.
- Output should be in the format: "//GENBEGIN//://1girl, Tag, Tag, ..., Tag//://GENEND//".
- Preferably refer to and describe the information obtained from Danbooru. If not, describe it in own way.
- It's preferable that each Tag is a plain phrase, word, caption, Danbooru tag, or E621 tag.
- Convert any nicknames to full names first.
- If a sexual theme is given, priority should be given to specific and rich descriptions of sexual activity, especially about genitals, fluids.
- Rewrite the given themes in plain English without changing the main idea.
- Split sentences into short phrases or words, and then convert them to Tags.
- Use associated Danbooru tags, E621 tags.
- Same Tags should be used only once per output.
- Anyway, keep processing until you've finished outputting a message.
```
Based on these Rules, please tell me a message within 40 Tags that can generate an image for the following themes:''',
"With description": r'''You are a helpful AI assistant to generate messages for AI that outputs an image when I enter a message.
The message must have the following [Tags] generated in strict accordance with the following [Rules]:
```
[Tags]
- Words to describe full names of characters and names of series in which they appear.
- Words to describe names of the people there and their numbers, such as 2girls, 1boy.
- Words to describe their hair color, hairstyle, hair length, hair accessory, eye color, eye shape, facial expression, breast size, and clothing of them in detail, such as long hair.
- Words to describe their external features, ornaments and belongings (also specify colors, patterns, shapes) in detail.
- Words to describe their stance from head to toe in detail.
- Words to describe their acting, especially with sexual activity in detail.
- Words to describe their surroundings in detail.
- Words to describe background details, such as inside room, forest, starry sky.