Instructions to use Vaultek/Quartz-R1-8B-Genesis-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use Vaultek/Quartz-R1-8B-Genesis-GGUF with Transformers:

# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("Vaultek/Quartz-R1-8B-Genesis-GGUF", device_map="auto")

Notebooks
Google Colab
Kaggle
Local Apps Settings

llama.cpp

How to use Vaultek/Quartz-R1-8B-Genesis-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 Vaultek/Quartz-R1-8B-Genesis-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf Vaultek/Quartz-R1-8B-Genesis-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 Vaultek/Quartz-R1-8B-Genesis-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf Vaultek/Quartz-R1-8B-Genesis-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 Vaultek/Quartz-R1-8B-Genesis-GGUF:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf Vaultek/Quartz-R1-8B-Genesis-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 Vaultek/Quartz-R1-8B-Genesis-GGUF:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf Vaultek/Quartz-R1-8B-Genesis-GGUF:Q4_K_M

Use Docker

docker model run hf.co/Vaultek/Quartz-R1-8B-Genesis-GGUF:Q4_K_M

LM Studio
Jan
Ollama
How to use Vaultek/Quartz-R1-8B-Genesis-GGUF with Ollama:
```
ollama run hf.co/Vaultek/Quartz-R1-8B-Genesis-GGUF:Q4_K_M
```

Unsloth Studio

How to use Vaultek/Quartz-R1-8B-Genesis-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 Vaultek/Quartz-R1-8B-Genesis-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 Vaultek/Quartz-R1-8B-Genesis-GGUF to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for Vaultek/Quartz-R1-8B-Genesis-GGUF to start chatting

Docker Model Runner
How to use Vaultek/Quartz-R1-8B-Genesis-GGUF with Docker Model Runner:
```
docker model run hf.co/Vaultek/Quartz-R1-8B-Genesis-GGUF:Q4_K_M
```

Lemonade

How to use Vaultek/Quartz-R1-8B-Genesis-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull Vaultek/Quartz-R1-8B-Genesis-GGUF:Q4_K_M

Run and chat with the model

lemonade run user.Quartz-R1-8B-Genesis-GGUF-Q4_K_M

List all available models

lemonade list

Atomic Chat

Vaultek commited on 12 days ago

Commit

87c7309

verified ·

1 Parent(s): 416fc4c

Initial release: Quartz-R1 8B GGUF Quants Family (Q8_0, Q5_K_M, Q4_K_M, Q3_K_M, Q2_K)

Browse files

Files changed (7) hide show

.gitattributes +5 -0
Modelfile +16 -0
quartz_r1_genesis_clean.Q2_K.gguf +3 -0
quartz_r1_genesis_clean.Q3_K_M.gguf +3 -0
quartz_r1_genesis_clean.Q4_K_M.gguf +3 -0
quartz_r1_genesis_clean.Q5_K_M.gguf +3 -0
quartz_r1_genesis_clean.Q8_0.gguf +3 -0

.gitattributes CHANGED Viewed

@@ -33,3 +33,8 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text

 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+quartz_r1_genesis_clean.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
+quartz_r1_genesis_clean.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+quartz_r1_genesis_clean.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+quartz_r1_genesis_clean.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+quartz_r1_genesis_clean.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text

Modelfile ADDED Viewed

	@@ -0,0 +1,16 @@

+FROM ./unsloth.Q4_K_M.gguf
+TEMPLATE """{ if .System }<|im_start|>system
+{ .System }<|im_end|>
+{ end }{ if .Prompt }<|im_start|>user
+{ .Prompt }<|im_end|>
+{ end }<|im_start|>assistant
+<think>
+"""
+SYSTEM """Ты — Quartz-R1, интеллектуальная модель, разработанная Vaultek. Твой стиль — системный анализ, точность, краткость."""
+PARAMETER stop "<|im_start|>"
+PARAMETER stop "<|im_end|>"
+PARAMETER temperature 0.6
+PARAMETER top_p 0.95

quartz_r1_genesis_clean.Q2_K.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:a4512e03205c59eb4a818102460cc31fdc85085ada8aafab33a5631a78b01882
+size 3178400640

quartz_r1_genesis_clean.Q3_K_M.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:f6c722e7d84dfc350e8ea64157d94f3d5182f9f325503b70c533a5c9ab6a0fc4
+size 4018506624

quartz_r1_genesis_clean.Q4_K_M.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:9bdc170210d7be603f3a0fbe9d4503ed790114a23d530ee1d85c1f72e5ed0bef
+size 4920740736

quartz_r1_genesis_clean.Q5_K_M.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:66d9ba42248e858d653b4eb99ad7384947078dc4320af661ffc071f6a86afa9d
+size 5733387136

quartz_r1_genesis_clean.Q8_0.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:15b3be8de4a4b7c2315d022a29e5faeeecaaa037401d753d5695ff64dd63b00b
+size 8543112064