Instructions to use VongolaChouko/Starcannon-Unleashed-12B-v1.0-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use VongolaChouko/Starcannon-Unleashed-12B-v1.0-GGUF with Transformers:

# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("VongolaChouko/Starcannon-Unleashed-12B-v1.0-GGUF", device_map="auto")

Notebooks
Google Colab
Kaggle
Local Apps Settings

llama.cpp

How to use VongolaChouko/Starcannon-Unleashed-12B-v1.0-GGUF with llama.cpp:

Install (macOS, Linux)

curl -LsSf https://llama.app/install.sh | sh
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf VongolaChouko/Starcannon-Unleashed-12B-v1.0-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf VongolaChouko/Starcannon-Unleashed-12B-v1.0-GGUF:Q4_K_M

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf VongolaChouko/Starcannon-Unleashed-12B-v1.0-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf VongolaChouko/Starcannon-Unleashed-12B-v1.0-GGUF:Q4_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 VongolaChouko/Starcannon-Unleashed-12B-v1.0-GGUF:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf VongolaChouko/Starcannon-Unleashed-12B-v1.0-GGUF:Q4_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 VongolaChouko/Starcannon-Unleashed-12B-v1.0-GGUF:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf VongolaChouko/Starcannon-Unleashed-12B-v1.0-GGUF:Q4_K_M

Use Docker

docker model run hf.co/VongolaChouko/Starcannon-Unleashed-12B-v1.0-GGUF:Q4_K_M

LM Studio
Jan
Ollama
How to use VongolaChouko/Starcannon-Unleashed-12B-v1.0-GGUF with Ollama:
```
ollama run hf.co/VongolaChouko/Starcannon-Unleashed-12B-v1.0-GGUF:Q4_K_M
```
Unsloth Desktop
Docker Model Runner
How to use VongolaChouko/Starcannon-Unleashed-12B-v1.0-GGUF with Docker Model Runner:
```
docker model run hf.co/VongolaChouko/Starcannon-Unleashed-12B-v1.0-GGUF:Q4_K_M
```

Lemonade

How to use VongolaChouko/Starcannon-Unleashed-12B-v1.0-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull VongolaChouko/Starcannon-Unleashed-12B-v1.0-GGUF:Q4_K_M

Run and chat with the model

lemonade run user.Starcannon-Unleashed-12B-v1.0-GGUF-Q4_K_M

List all available models

lemonade list

Atomic Chat

VongolaChouko commited on Oct 30, 2024

Commit

c05daa6

verified ·

1 Parent(s): ec5942a

Update README.md

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README.md +10 -10

README.md CHANGED Viewed

@@ -31,17 +31,17 @@ Recommended settings are here: [**Settings**](https://huggingface.co/VongolaChou
 | Filename | Quant type | File Size | Split | Description |
 | -------- | ---------- | --------- | ----- | ----------- |
 | [Starcannon-Unleashed-12B-v1.0-FP16.gguf](https://huggingface.co/VongolaChouko/Starcannon-Unleashed-12B-v1.0-GGUF/blob/main/Starcannon-Unleashed-12B-v1.0-FP16.gguf) | F16 | 24.50GB | false | Full F16 weights. |
-| [Starcannon-Unleashed-12B-v1.0-Q8_0.gguf](https://huggingface.co/bartowski/Mistral-Nemo-Instruct-2407-GGUF/blob/main/Mistral-Nemo-Instruct-2407-Q8_0.gguf) | Q8_0 | 13.02GB | false | Extremely high quality, generally unneeded but max available quant. |
 | [Starcannon-Unleashed-12B-v1.0-Q6_K.gguf](https://huggingface.co/VongolaChouko/Starcannon-Unleashed-12B-v1.0-GGUF/blob/main/Starcannon-Unleashed-12B-v1.0-Q6_K.gguf) | Q6_K | 10.06GB | false | Very high quality, near perfect, *recommended*. |
-| [Starcannon-Unleashed-12B-v1.0-Q5_K_M.gguf](https://huggingface.co/bartowski/Mistral-Nemo-Instruct-2407-GGUF/blob/main/Mistral-Nemo-Instruct-2407-Q5_K_M.gguf) | Q5_K_M | 8.73GB | false | High quality, *recommended*. |
-| [Starcannon-Unleashed-12B-v1.0-Q5_K_S.gguf](https://huggingface.co/bartowski/Mistral-Nemo-Instruct-2407-GGUF/blob/main/Mistral-Nemo-Instruct-2407-Q5_K_S.gguf) | Q5_K_S | 8.52GB | false | High quality, *recommended*. |
-| [Starcannon-Unleashed-12B-v1.0-Q4_K_M.gguf](https://huggingface.co/bartowski/Mistral-Nemo-Instruct-2407-GGUF/blob/main/Mistral-Nemo-Instruct-2407-Q4_K_M.gguf) | Q4_K_M | 7.48GB | false | Good quality, default size for must use cases, *recommended*. |
-| [Starcannon-Unleashed-12B-v1.0-Q4_K_S.gguf](https://huggingface.co/bartowski/Mistral-Nemo-Instruct-2407-GGUF/blob/main/Mistral-Nemo-Instruct-2407-Q4_K_S.gguf) | Q4_K_S | 7.12GB | false | Slightly lower quality with more space savings, *recommended*. |
-| [Starcannon-Unleashed-12B-v1.0-Q4_0.gguf](https://huggingface.co/bartowski/Mistral-Nemo-Instruct-2407-GGUF/blob/main/Mistral-Nemo-Instruct-2407-Q4_0.gguf) | Q4_0 | 7.09GB | false | Legacy format, generally not worth using over similarly sized formats |
-| [Starcannon-Unleashed-12B-v1.0-Q3_K_L.gguf](https://huggingface.co/bartowski/Mistral-Nemo-Instruct-2407-GGUF/blob/main/Mistral-Nemo-Instruct-2407-Q3_K_L.gguf) | Q3_K_L | 6.56GB | false | Lower quality but usable, good for low RAM availability. |
-| [Starcannon-Unleashed-12B-v1.0-Q3_K_M.gguf](https://huggingface.co/bartowski/Mistral-Nemo-Instruct-2407-GGUF/blob/main/Mistral-Nemo-Instruct-2407-Q3_K_M.gguf) | Q3_K_M | 6.08GB | false | Low quality. |
-| [Starcannon-Unleashed-12B-v1.0-Q3_K_S.gguf](https://huggingface.co/bartowski/Mistral-Nemo-Instruct-2407-GGUF/blob/main/Mistral-Nemo-Instruct-2407-Q3_K_S.gguf) | Q3_K_S | 5.53GB | false | Low quality, not recommended. |
-| [Starcannon-Unleashed-12B-v1.0-Q2_K.gguf](https://huggingface.co/bartowski/Mistral-Nemo-Instruct-2407-GGUF/blob/main/Mistral-Nemo-Instruct-2407-Q2_K.gguf) | Q2_K | 4.79GB | false | Very low quality but surprisingly usable. |
 ## Instruct

 | Filename | Quant type | File Size | Split | Description |
 | -------- | ---------- | --------- | ----- | ----------- |
 | [Starcannon-Unleashed-12B-v1.0-FP16.gguf](https://huggingface.co/VongolaChouko/Starcannon-Unleashed-12B-v1.0-GGUF/blob/main/Starcannon-Unleashed-12B-v1.0-FP16.gguf) | F16 | 24.50GB | false | Full F16 weights. |
+| [Starcannon-Unleashed-12B-v1.0-Q8_0.gguf](https://huggingface.co/VongolaChouko/Starcannon-Unleashed-12B-v1.0-GGUF/blob/main/Starcannon-Unleashed-12B-v1.0-Q8_0.gguf) | Q8_0 | 13.02GB | false | Extremely high quality, generally unneeded but max available quant. |
 | [Starcannon-Unleashed-12B-v1.0-Q6_K.gguf](https://huggingface.co/VongolaChouko/Starcannon-Unleashed-12B-v1.0-GGUF/blob/main/Starcannon-Unleashed-12B-v1.0-Q6_K.gguf) | Q6_K | 10.06GB | false | Very high quality, near perfect, *recommended*. |
+| [Starcannon-Unleashed-12B-v1.0-Q5_K_M.gguf](https://huggingface.co/VongolaChouko/Starcannon-Unleashed-12B-v1.0-GGUF/blob/main/Starcannon-Unleashed-12B-v1.0-Q5_K_M.gguf) | Q5_K_M | 8.73GB | false | High quality, *recommended*. |
+| [Starcannon-Unleashed-12B-v1.0-Q5_K_S.gguf](https://huggingface.co/VongolaChouko/Starcannon-Unleashed-12B-v1.0-GGUF/blob/main/Starcannon-Unleashed-12B-v1.0-Q5_K_S.gguf) | Q5_K_S | 8.52GB | false | High quality, *recommended*. |
+| [Starcannon-Unleashed-12B-v1.0-Q4_K_M.gguf](https://huggingface.co/VongolaChouko/Starcannon-Unleashed-12B-v1.0-GGUF/blob/main/Starcannon-Unleashed-12B-v1.0-Q4_K_M.gguf) | Q4_K_M | 7.48GB | false | Good quality, default size for must use cases, *recommended*. |
+| [Starcannon-Unleashed-12B-v1.0-Q4_K_S.gguf](---) | Q4_K_S | 7.12GB | false | Slightly lower quality with more space savings, *recommended*. |
+| [Starcannon-Unleashed-12B-v1.0-Q4_0.gguf](---) | Q4_0 | 7.09GB | false | Legacy format, generally not worth using over similarly sized formats |
+| [Starcannon-Unleashed-12B-v1.0-Q3_K_L.gguf](---) | Q3_K_L | 6.56GB | false | Lower quality but usable, good for low RAM availability. |
+| [Starcannon-Unleashed-12B-v1.0-Q3_K_M.gguf](---) | Q3_K_M | 6.08GB | false | Low quality. |
+| [Starcannon-Unleashed-12B-v1.0-Q3_K_S.gguf](---) | Q3_K_S | 5.53GB | false | Low quality, not recommended. |
+| [Starcannon-Unleashed-12B-v1.0-Q2_K.gguf](---) | Q2_K | 4.79GB | false | Very low quality but surprisingly usable. |
 ## Instruct