Instructions to use kainatq/Kaiden-Sakura-Violet-Square-Azura-crimson-12B-Q5_K_M-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use kainatq/Kaiden-Sakura-Violet-Square-Azura-crimson-12B-Q5_K_M-GGUF with Transformers:

# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("kainatq/Kaiden-Sakura-Violet-Square-Azura-crimson-12B-Q5_K_M-GGUF", dtype="auto")

llama-cpp-python

How to use kainatq/Kaiden-Sakura-Violet-Square-Azura-crimson-12B-Q5_K_M-GGUF with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="kainatq/Kaiden-Sakura-Violet-Square-Azura-crimson-12B-Q5_K_M-GGUF",
	filename="kaiden-sakura-violet-square-azura-crimson-12b-q5_k_m.gguf",
)

llm.create_chat_completion(
	messages = "No input example has been defined for this model task."
)

Notebooks
Google Colab
Kaggle
Local Apps Settings

llama.cpp

How to use kainatq/Kaiden-Sakura-Violet-Square-Azura-crimson-12B-Q5_K_M-GGUF with llama.cpp:

Install from brew

brew install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf kainatq/Kaiden-Sakura-Violet-Square-Azura-crimson-12B-Q5_K_M-GGUF:Q5_K_M
# Run inference directly in the terminal:
llama-cli -hf kainatq/Kaiden-Sakura-Violet-Square-Azura-crimson-12B-Q5_K_M-GGUF:Q5_K_M

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf kainatq/Kaiden-Sakura-Violet-Square-Azura-crimson-12B-Q5_K_M-GGUF:Q5_K_M
# Run inference directly in the terminal:
llama-cli -hf kainatq/Kaiden-Sakura-Violet-Square-Azura-crimson-12B-Q5_K_M-GGUF:Q5_K_M

Use pre-built binary

# Download pre-built binary from:
# https://github.com/ggerganov/llama.cpp/releases
# Start a local OpenAI-compatible server with a web UI:
./llama-server -hf kainatq/Kaiden-Sakura-Violet-Square-Azura-crimson-12B-Q5_K_M-GGUF:Q5_K_M
# Run inference directly in the terminal:
./llama-cli -hf kainatq/Kaiden-Sakura-Violet-Square-Azura-crimson-12B-Q5_K_M-GGUF:Q5_K_M

Build from source code

git clone https://github.com/ggerganov/llama.cpp.git
cd llama.cpp
cmake -B build
cmake --build build -j --target llama-server llama-cli
# Start a local OpenAI-compatible server with a web UI:
./build/bin/llama-server -hf kainatq/Kaiden-Sakura-Violet-Square-Azura-crimson-12B-Q5_K_M-GGUF:Q5_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf kainatq/Kaiden-Sakura-Violet-Square-Azura-crimson-12B-Q5_K_M-GGUF:Q5_K_M

Use Docker

docker model run hf.co/kainatq/Kaiden-Sakura-Violet-Square-Azura-crimson-12B-Q5_K_M-GGUF:Q5_K_M

LM Studio
Jan
Ollama
How to use kainatq/Kaiden-Sakura-Violet-Square-Azura-crimson-12B-Q5_K_M-GGUF with Ollama:
```
ollama run hf.co/kainatq/Kaiden-Sakura-Violet-Square-Azura-crimson-12B-Q5_K_M-GGUF:Q5_K_M
```

Unsloth Studio

How to use kainatq/Kaiden-Sakura-Violet-Square-Azura-crimson-12B-Q5_K_M-GGUF with Unsloth Studio:

Install Unsloth Studio (macOS, Linux, WSL)

curl -fsSL https://unsloth.ai/install.sh | sh
# Run unsloth studio
unsloth studio -H 0.0.0.0 -p 8888
# Then open http://localhost:8888 in your browser
# Search for kainatq/Kaiden-Sakura-Violet-Square-Azura-crimson-12B-Q5_K_M-GGUF to start chatting

Install Unsloth Studio (Windows)

irm https://unsloth.ai/install.ps1 | iex
# Run unsloth studio
unsloth studio -H 0.0.0.0 -p 8888
# Then open http://localhost:8888 in your browser
# Search for kainatq/Kaiden-Sakura-Violet-Square-Azura-crimson-12B-Q5_K_M-GGUF to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for kainatq/Kaiden-Sakura-Violet-Square-Azura-crimson-12B-Q5_K_M-GGUF to start chatting

Docker Model Runner
How to use kainatq/Kaiden-Sakura-Violet-Square-Azura-crimson-12B-Q5_K_M-GGUF with Docker Model Runner:
```
docker model run hf.co/kainatq/Kaiden-Sakura-Violet-Square-Azura-crimson-12B-Q5_K_M-GGUF:Q5_K_M
```

Lemonade

How to use kainatq/Kaiden-Sakura-Violet-Square-Azura-crimson-12B-Q5_K_M-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull kainatq/Kaiden-Sakura-Violet-Square-Azura-crimson-12B-Q5_K_M-GGUF:Q5_K_M

Run and chat with the model

lemonade run user.Kaiden-Sakura-Violet-Square-Azura-crimson-12B-Q5_K_M-GGUF-Q5_K_M

List all available models

lemonade list

merge

This is a merge of pre-trained language models created using mergekit.

Main Model:

https://huggingface.co/kainatq/Kaiden-Sakura-Violet-Square-Azura-crimson-12B

Merge Details

Merge Method

This model was merged using the Model Stock merge method using PocketDoc/Dans-SakuraKaze-V1.0.0-12b as a base.

prompt style

you need to use chatml.

Models Merged

The following models were included in the merge:

Configuration

The following YAML configuration was used to produce this model:

merge_method: model_stock
base_model: PocketDoc/Dans-SakuraKaze-V1.0.0-12b
parameters:
models:
  - model: Nitral-AI/Captain-Eris_Violet-V0.420-12B
  - model: Epiculous/Violet_Twilight-v0.2
  - model: Epiculous/Azure_Dusk-v0.2
  - model: Epiculous/Crimson_Dawn-v0.2
dtype: bfloat16