Instructions to use luezr/moonkaAI with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use luezr/moonkaAI with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="luezr/moonkaAI",
	filename="Qwen2.5-1.5B-Instruct.Q4_K_M.gguf",
)

llm.create_chat_completion(
	messages = [
		{
			"role": "user",
			"content": "What is the capital of France?"
		}
	]
)

Notebooks
Google Colab
Kaggle
Local Apps Settings

llama.cpp

How to use luezr/moonkaAI 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 luezr/moonkaAI:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf luezr/moonkaAI:Q4_K_M

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf luezr/moonkaAI:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf luezr/moonkaAI: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 luezr/moonkaAI:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf luezr/moonkaAI: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 luezr/moonkaAI:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf luezr/moonkaAI:Q4_K_M

Use Docker

docker model run hf.co/luezr/moonkaAI:Q4_K_M

LM Studio
Jan

vLLM

How to use luezr/moonkaAI with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "luezr/moonkaAI"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "luezr/moonkaAI",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/luezr/moonkaAI:Q4_K_M

Ollama
How to use luezr/moonkaAI with Ollama:
```
ollama run hf.co/luezr/moonkaAI:Q4_K_M
```

Unsloth Studio

How to use luezr/moonkaAI 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 luezr/moonkaAI 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 luezr/moonkaAI to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for luezr/moonkaAI to start chatting

Atomic Chat new
Docker Model Runner
How to use luezr/moonkaAI with Docker Model Runner:
```
docker model run hf.co/luezr/moonkaAI:Q4_K_M
```

Lemonade

How to use luezr/moonkaAI with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull luezr/moonkaAI:Q4_K_M

Run and chat with the model

lemonade run user.moonkaAI-Q4_K_M

List all available models

lemonade list

luezr commited on Jun 3

Commit

4b4e594

verified ·

1 Parent(s): f0bfe1b

Trained with Unsloth - config

Browse files

Files changed (1) hide show

config.json +49 -19

config.json CHANGED Viewed

@@ -1,32 +1,62 @@
 {
     "architectures": [
-        "LlamaForCausalLM"
     ],
-    "attention_bias": false,
     "attention_dropout": 0.0,
-    "bos_token_id": 1,
     "torch_dtype": "float16",
-    "eos_token_id": 2,
-    "head_dim": 64,
     "hidden_act": "silu",
-    "hidden_size": 2048,
     "initializer_range": 0.02,
-    "intermediate_size": 5632,
-    "max_position_embeddings": 2048,
-    "mlp_bias": false,
-    "model_type": "llama",
-    "num_attention_heads": 32,
-    "num_hidden_layers": 22,
-    "num_key_value_heads": 4,
-    "pad_token_id": 0,
-    "pretraining_tp": 1,
-    "rms_norm_eps": 1e-05,
     "rope_parameters": {
-        "rope_theta": 10000.0,
         "rope_type": "default"
     },
-    "tie_word_embeddings": false,
     "unsloth_version": "2026.5.10",
     "use_cache": false,
-    "vocab_size": 32000
 }

 {
     "architectures": [
+        "Qwen2ForCausalLM"
     ],
     "attention_dropout": 0.0,
+    "bos_token_id": null,
     "torch_dtype": "float16",
+    "eos_token_id": 151645,
     "hidden_act": "silu",
+    "hidden_size": 1536,
     "initializer_range": 0.02,
+    "intermediate_size": 8960,
+    "layer_types": [
+        "full_attention",
+        "full_attention",
+        "full_attention",
+        "full_attention",
+        "full_attention",
+        "full_attention",
+        "full_attention",
+        "full_attention",
+        "full_attention",
+        "full_attention",
+        "full_attention",
+        "full_attention",
+        "full_attention",
+        "full_attention",
+        "full_attention",
+        "full_attention",
+        "full_attention",
+        "full_attention",
+        "full_attention",
+        "full_attention",
+        "full_attention",
+        "full_attention",
+        "full_attention",
+        "full_attention",
+        "full_attention",
+        "full_attention",
+        "full_attention",
+        "full_attention"
+    ],
+    "max_position_embeddings": 32768,
+    "max_window_layers": 21,
+    "model_type": "qwen2",
+    "num_attention_heads": 12,
+    "num_hidden_layers": 28,
+    "num_key_value_heads": 2,
+    "pad_token_id": 151665,
+    "rms_norm_eps": 1e-06,
     "rope_parameters": {
+        "rope_theta": 1000000.0,
         "rope_type": "default"
     },
+    "sliding_window": null,
+    "tie_word_embeddings": true,
+    "unsloth_fixed": true,
     "unsloth_version": "2026.5.10",
     "use_cache": false,
+    "use_sliding_window": false,
+    "vocab_size": 151936
 }