Instructions to use Ruler97/Godoter-27B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use Ruler97/Godoter-27B with Transformers:

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

pipe = pipeline("text-generation", model="Ruler97/Godoter-27B")
messages = [
    {
        "role": "user",
        "content": [
            {"type": "image", "url": "https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/p-blog/candy.JPG"},
            {"type": "text", "text": "What animal is on the candy?"}
        ]
    },
]
pipe(text=messages)

# Load model directly
from transformers import AutoProcessor, AutoModelForMultimodalLM

processor = AutoProcessor.from_pretrained("Ruler97/Godoter-27B")
model = AutoModelForMultimodalLM.from_pretrained("Ruler97/Godoter-27B", device_map="auto")
messages = [
    {
        "role": "user",
        "content": [
            {"type": "image", "url": "https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/p-blog/candy.JPG"},
            {"type": "text", "text": "What animal is on the candy?"}
        ]
    },
]
inputs = processor.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=40)
print(processor.decode(outputs[0][inputs["input_ids"].shape[-1]:]))

Inference
Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use Ruler97/Godoter-27B with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "Ruler97/Godoter-27B"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "Ruler97/Godoter-27B",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/Ruler97/Godoter-27B

SGLang

How to use Ruler97/Godoter-27B 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 "Ruler97/Godoter-27B" \
    --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": "Ruler97/Godoter-27B",
		"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 "Ruler97/Godoter-27B" \
        --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": "Ruler97/Godoter-27B",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Docker Model Runner
How to use Ruler97/Godoter-27B with Docker Model Runner:
```
docker model run hf.co/Ruler97/Godoter-27B
```

35B-A3B?

by NightFox - opened Jul 7

Discussion

NightFox

Jul 7

•

edited Jul 7

First of all, thank you for such finetune!
Have you tried or are you going to try making finetune MoE model?
If not, have you considered posting your dataset?

Ruler97

Owner 8 days ago

Hi NightFox!

Thank you for the comment, a 35a3b is in the works! it takes time as it needs to be tested, i wanted to wait a 3.8 35a3b but Ornith 1.5 is a candidate i'm testing.

i'll keep you updated.

NightFox

7 days ago

@Ruler97 Hi!

a 35a3b is in the works!

Cool!

i wanted to wait a 3.8 35a3b

3.8 35B-A3B is coming soon, that's confirmed.
I think it will be much better than Ornith 1.5.
3.8 27B already understands Godot v4 much better.

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