Instructions to use darwinkernelpanic/Qwen2.5-Coder-7B-Instruct-Luau with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use darwinkernelpanic/Qwen2.5-Coder-7B-Instruct-Luau with PEFT:

from peft import PeftModel
from transformers import AutoModelForCausalLM

base_model = AutoModelForCausalLM.from_pretrained("Qwen/Qwen2.5-Coder-7B-Instruct")
model = PeftModel.from_pretrained(base_model, "darwinkernelpanic/Qwen2.5-Coder-7B-Instruct-Luau")

Transformers

How to use darwinkernelpanic/Qwen2.5-Coder-7B-Instruct-Luau with Transformers:

# Use a pipeline as a high-level helper
from transformers import pipeline

pipe = pipeline("text-generation", model="darwinkernelpanic/Qwen2.5-Coder-7B-Instruct-Luau")
messages = [
    {"role": "user", "content": "Who are you?"},
]
pipe(messages)

# pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("darwinkernelpanic/Qwen2.5-Coder-7B-Instruct-Luau")
model = AutoModelForCausalLM.from_pretrained("darwinkernelpanic/Qwen2.5-Coder-7B-Instruct-Luau", device_map="auto")
messages = [
    {"role": "user", "content": "Who are you?"},
]
inputs = tokenizer.apply_chat_template(
	messages,
	add_generation_prompt=True,
	tokenize=True,
	return_dict=True,
	return_tensors="pt",
).to(model.device)

outputs = model.generate(**inputs, max_new_tokens=256)
print(tokenizer.decode(outputs[0][inputs["input_ids"].shape[-1]:]))

Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use darwinkernelpanic/Qwen2.5-Coder-7B-Instruct-Luau with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "darwinkernelpanic/Qwen2.5-Coder-7B-Instruct-Luau"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "darwinkernelpanic/Qwen2.5-Coder-7B-Instruct-Luau",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/darwinkernelpanic/Qwen2.5-Coder-7B-Instruct-Luau

SGLang

How to use darwinkernelpanic/Qwen2.5-Coder-7B-Instruct-Luau with SGLang:

Install from pip and serve model

# Install SGLang from pip:
pip install sglang
# Start the SGLang server:
python3 -m sglang.launch_server \
    --model-path "darwinkernelpanic/Qwen2.5-Coder-7B-Instruct-Luau" \
    --host 0.0.0.0 \
    --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "darwinkernelpanic/Qwen2.5-Coder-7B-Instruct-Luau",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker images

docker run --gpus all \
    --shm-size 32g \
    -p 30000:30000 \
    -v ~/.cache/huggingface:/root/.cache/huggingface \
    --env "HF_TOKEN=<secret>" \
    --ipc=host \
    lmsysorg/sglang:latest \
    python3 -m sglang.launch_server \
        --model-path "darwinkernelpanic/Qwen2.5-Coder-7B-Instruct-Luau" \
        --host 0.0.0.0 \
        --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "darwinkernelpanic/Qwen2.5-Coder-7B-Instruct-Luau",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Docker Model Runner
How to use darwinkernelpanic/Qwen2.5-Coder-7B-Instruct-Luau with Docker Model Runner:
```
docker model run hf.co/darwinkernelpanic/Qwen2.5-Coder-7B-Instruct-Luau
```

darwinkernelpanic commited on Dec 26, 2025

Commit

2cd9e1f

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1 Parent(s): 023c6c0

Update README.md

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@@ -121,6 +121,7 @@ This model is intended for use within applications that use the Luau programming
 - Roblox projects
 - Standalone Luau projects (Lune?)
 <br>
 It may have limitations for projects that
 - Use alternative languages
 - Use Lua

 - Roblox projects
 - Standalone Luau projects (Lune?)
 <br>
+<br>
 It may have limitations for projects that
 - Use alternative languages
 - Use Lua