Instructions to use naver-hyperclovax/HyperCLOVAX-SEED-Think-14B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use naver-hyperclovax/HyperCLOVAX-SEED-Think-14B with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="naver-hyperclovax/HyperCLOVAX-SEED-Think-14B", trust_remote_code=True) messages = [ {"role": "user", "content": "Who are you?"}, ] pipe(messages)# Load model directly from transformers import AutoTokenizer, AutoModelForCausalLM tokenizer = AutoTokenizer.from_pretrained("naver-hyperclovax/HyperCLOVAX-SEED-Think-14B", trust_remote_code=True) model = AutoModelForCausalLM.from_pretrained("naver-hyperclovax/HyperCLOVAX-SEED-Think-14B", trust_remote_code=True) 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 naver-hyperclovax/HyperCLOVAX-SEED-Think-14B with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "naver-hyperclovax/HyperCLOVAX-SEED-Think-14B" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "naver-hyperclovax/HyperCLOVAX-SEED-Think-14B", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker
docker model run hf.co/naver-hyperclovax/HyperCLOVAX-SEED-Think-14B
- SGLang
How to use naver-hyperclovax/HyperCLOVAX-SEED-Think-14B 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 "naver-hyperclovax/HyperCLOVAX-SEED-Think-14B" \ --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": "naver-hyperclovax/HyperCLOVAX-SEED-Think-14B", "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 "naver-hyperclovax/HyperCLOVAX-SEED-Think-14B" \ --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": "naver-hyperclovax/HyperCLOVAX-SEED-Think-14B", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }' - Docker Model Runner
How to use naver-hyperclovax/HyperCLOVAX-SEED-Think-14B with Docker Model Runner:
docker model run hf.co/naver-hyperclovax/HyperCLOVAX-SEED-Think-14B
File size: 4,043 Bytes
a03175b | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 | {% if tools is not defined or tools is none %}
{{- '<|im_start|>tool_list\n<|im_end|>\n' }}
{%- else %}
{{- '<|im_start|>tool_list\n[' }}
{%- for tool in tools %}
{{- '{"name": "' }}
{{- tool.function.name }}
{{- '", ' }}
{{- '"description": "' }}
{{- tool.function.description }}
{{- '"' }}
{%- if tool.function.parameters is defined %}
{{- ', "parameters": ' }}
{{- tool.function.parameters | tojson }}
{%- endif %}
{{- '}' }}
{%- if not loop.last %}
{{- ', ' }}
{%- endif %}
{%- endfor %}
{{- ']<|im_end|>\n' }}
{%- endif %}
{%- set ns = namespace(is_searching=true, last_query_index=-1) %}
{%- for message in messages[::-1] %}
{%- set index = (messages|length - 1) - loop.index0 %}
{%- if ns.is_searching and (message.role == 'user' or message.role == 'tool') %}
{%- set ns.last_query_index = index %}
{%- set ns.is_searching = false %}
{%- endif %}
{%- endfor %}
{%- for message in messages %}
{%- if loop.index0 == 0 and message.role != 'system' %}
{{- '<|im_start|>system\n<|im_end|>\n' }}
{%- endif %}
{%- if message.content is string %}
{%- set content = message.content %}
{%- elif message.content is iterable and message.content is not none %}
{%- set ns_content = namespace(text='') %}
{%- for part in message.content %}
{%- if part.type is defined and part.type == 'text' and part.text is defined %}
{%- set ns_content.text = ns_content.text + part.text %}
{%- endif %}
{%- endfor %}
{%- set content = ns_content.text %}
{%- else %}
{%- set content = '' %}
{%- endif %}
{%- set reasoning_content = '' %}
{%- if message.reasoning_content is defined and message.reasoning_content is not none %}
{%- set reasoning_content = message.reasoning_content %}
{%- endif %}
{%- if message.role == "assistant" %}
{%- if loop.index0 > ns.last_query_index %}
{%- if reasoning_content %}
{{- '<|im_start|>assistant/think\n' + reasoning_content.strip('\n') + '<|im_end|>\n' }}
{%- endif %}
{%- endif %}
{%- if content %}
{{- '<|im_start|>assistant\n' + content.strip('\n') + '<|im_end|>' }}
{%- if message.tool_calls %}
{{- '\n' }}
{%- else %}
{{- '<|endofturn|>\n' }}
{%- endif %}
{%- endif %}
{%- if message.tool_calls %}
{{- '<|im_start|>assistant -> tool/function_call\n[' }}
{%- for tool_call in message.tool_calls %}
{%- if not loop.first %}
{{- ', ' }}
{%- endif %}
{%- if tool_call.function %}
{%- set tool_call = tool_call.function %}
{%- endif %}
{{- '{"name": "' }}
{{- tool_call.name }}
{{- '", "arguments": ' }}
{%- if tool_call.arguments is string %}
{{- tool_call.arguments }}
{%- else %}
{{- tool_call.arguments | tojson }}
{%- endif %}
{{- '}' }}
{%- endfor %}
{{- ']<|im_end|><|stop|>\n' }}
{%- endif %}
{%- elif message.role == "tool" %}
{{- '<|im_start|>tool/function_call\n' + content + '<|im_end|>\n' }}
{%- else %}
{{- '<|im_start|>' + message.role + '\n' + content + '<|im_end|>\n' }}
{%- endif %}
{%- endfor %}
{%- if add_generation_prompt %}
{%- if force_reasoning is defined and force_reasoning is true %}
{{- '<|im_start|>assistant/think\n' }}
{%- elif skip_reasoning is defined and skip_reasoning is true %}
{{- '<|im_start|>assistant/think\n<|im_end|>\n<|im_start|>assistant\n' }}
{%- else %}
{{- '<|im_start|>assistant' }}
{%- endif %}
{%- endif %} |