Instructions to use AI-Sweden-Models/gpt-sw3-356m-instruct with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use AI-Sweden-Models/gpt-sw3-356m-instruct with Transformers:

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

pipe = pipeline("text-generation", model="AI-Sweden-Models/gpt-sw3-356m-instruct")
messages = [
    {"role": "user", "content": "Who are you?"},
]
pipe(messages)

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("AI-Sweden-Models/gpt-sw3-356m-instruct")
model = AutoModelForCausalLM.from_pretrained("AI-Sweden-Models/gpt-sw3-356m-instruct")
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=40)
print(tokenizer.decode(outputs[0][inputs["input_ids"].shape[-1]:]))

Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use AI-Sweden-Models/gpt-sw3-356m-instruct with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "AI-Sweden-Models/gpt-sw3-356m-instruct"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "AI-Sweden-Models/gpt-sw3-356m-instruct",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/AI-Sweden-Models/gpt-sw3-356m-instruct

SGLang

How to use AI-Sweden-Models/gpt-sw3-356m-instruct 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 "AI-Sweden-Models/gpt-sw3-356m-instruct" \
    --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": "AI-Sweden-Models/gpt-sw3-356m-instruct",
		"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 "AI-Sweden-Models/gpt-sw3-356m-instruct" \
        --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": "AI-Sweden-Models/gpt-sw3-356m-instruct",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Docker Model Runner
How to use AI-Sweden-Models/gpt-sw3-356m-instruct with Docker Model Runner:
```
docker model run hf.co/AI-Sweden-Models/gpt-sw3-356m-instruct
```

gpt-sw3-356m-instruct / LICENSE

AmeliaHogberg

Update LICENSE

3bad4c8 verified 30 days ago

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	END-USER LICENSE AGREEMENT (EULA) – RESEARCH USE ONLY


	IMPORTANT: READ CAREFULLY BEFORE USING THIS GPT-SW3.
	This End-User License Agreement ("Agreement") is a legal agreement between you (either an individual or a single legal entity, hereinafter "Licensee") and Lindholmen Science Park AB (hereinafter "Licensor") for the model GPT-SW3 accompanying this Agreement (hereinafter "GPT-SW3" or “Model”).
	By installing, copying, or otherwise using GPT-SW3, you agree to be bound by the terms of this Agreement. If you do not agree, do not use GPT-SW3.
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	Licensee agrees to acknowledge the use of the GPT-SW3 in any publication, presentation, or report resulting from its use.
	* Mandatory Citation: Licensee must explicitly cite the GPT-SW3 using the following format: "GPT-SW3, developed by AI Sweden, RISE and WASP."
	* Trademarks: Licensee shall not use Licensor’s logos, trademarks or explicit or implied endorsement without prior written consent, except for the purpose of the mandatory attribution stated above.
	5. OWNERSHIP
	Licensor retains all right, title, and interest, including all intellectual property rights, in and to the GPT-SW3. No ownership rights are transferred to Licensee.
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	This Agreement is effective until terminated. Licensor may terminate this Agreement immediately without notice if Licensee fails to comply with any term. Upon termination, Licensee must cease all use and destroy all copies of GPT-SW3.
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	THE GPT-SW3 IS PROVIDED "AS IS" WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED. LICENSOR DISCLAIMS ALL WARRANTIES, INCLUDING MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE.
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