Text Generation
Transformers
Safetensors
English
Korean
Spanish
exaone4
lg-ai
exaone
exaone-4.0
conversational
Instructions to use solnoman/michelltest with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use solnoman/michelltest with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="solnoman/michelltest") messages = [ {"role": "user", "content": "Who are you?"}, ] pipe(messages)# Load model directly from transformers import AutoTokenizer, AutoModelForCausalLM tokenizer = AutoTokenizer.from_pretrained("solnoman/michelltest") model = AutoModelForCausalLM.from_pretrained("solnoman/michelltest") 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 solnoman/michelltest with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "solnoman/michelltest" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "solnoman/michelltest", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker
docker model run hf.co/solnoman/michelltest
- SGLang
How to use solnoman/michelltest 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 "solnoman/michelltest" \ --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": "solnoman/michelltest", "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 "solnoman/michelltest" \ --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": "solnoman/michelltest", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }' - Docker Model Runner
How to use solnoman/michelltest with Docker Model Runner:
docker model run hf.co/solnoman/michelltest
| {%- if not skip_think is defined %} | |
| {%- set skip_think = true %} | |
| {%- endif %} | |
| {%- set role_indicators = { | |
| 'user': '[|user|]\n', | |
| 'assistant': '[|assistant|]\n', | |
| 'system': '[|system|]\n', | |
| 'tool': '[|tool|]\n' | |
| } %} | |
| {%- set end_of_turn = '[|endofturn|]\n' %} | |
| {%- macro available_tools(tools) %} | |
| {{- "# Available Tools" }} | |
| {{- "\nYou can use none, one, or multiple of the following tools by calling them as functions to help with the user’s query." }} | |
| {{- "\nHere are the tools available to you in JSON format within <tool> and </tool> tags:\n" }} | |
| {%- for tool in tools %} | |
| {{- "<tool>" }} | |
| {{- tool | tojson(ensure_ascii=False) | safe }} | |
| {{- "</tool>\n" }} | |
| {%- endfor %} | |
| {{- "\nFor each function call you want to make, return a JSON object with function name and arguments within <tool_call> and </tool_call> tags, like:" }} | |
| {{- "\n<tool_call>{\"name\": function_1_name, \"arguments\": {argument_1_name: argument_1_value, argument_2_name: argument_2_value}}</tool_call>" }} | |
| {{- "\n<tool_call>{\"name\": function_2_name, \"arguments\": {...}}</tool_call>\n..." }} | |
| {{- "\nNote that if no argument name is specified for a tool, you can just print the argument value directly, without the argument name or JSON formatting." }} | |
| {%- endmacro %} | |
| {%- set ns = namespace(last_query_index = messages|length - 1) %} | |
| {%- for message in messages %} | |
| {%- if message.role == "user" and message.content is string %} | |
| {%- set ns.last_query_index = loop.index0 -%} | |
| {%- endif %} | |
| {%- endfor %} | |
| {%- for i in range(messages | length) %} | |
| {%- set msg = messages[i] %} | |
| {%- set role = msg.role %} | |
| {%- if role not in role_indicators %} | |
| {{- raise_exception('Unknown role: ' ~ role) }} | |
| {%- endif %} | |
| {%- if i == 0 %} | |
| {%- if role == 'system' %} | |
| {{- role_indicators['system'] }} | |
| {{- msg.content }} | |
| {%- if tools is defined and tools %} | |
| {{- "\n\n" }}{{- available_tools(tools) }} | |
| {%- endif %} | |
| {{- end_of_turn -}} | |
| {%- continue %} | |
| {%- elif tools is defined and tools %} | |
| {{- role_indicators['system'] }} | |
| {{- available_tools(tools) }} | |
| {{- end_of_turn -}} | |
| {%- endif %} | |
| {%- endif %} | |
| {%- if role == 'assistant' %} | |
| {{- role_indicators['assistant'] }} | |
| {%- if msg.content %} | |
| {%- if "</think>" in msg.content %} | |
| {%- set content = msg.content.split('</think>')[-1].strip() %} | |
| {%- set reasoning_content = msg.content.split('</think>')[0].strip() %} | |
| {%- if reasoning_content.startswith("<think>") %} | |
| {%- set reasoning_content = reasoning_content[9:].strip() %} | |
| {%- endif %} | |
| {%- else %} | |
| {%- set content = msg.content %} | |
| {%- endif %} | |
| {%- if msg.reasoning_content %} | |
| {%- set reasoning_content = msg.reasoning_content %} | |
| {%- endif %} | |
| {%- if (not skip_think and loop.last) and reasoning_content is defined %} | |
| {{- "<think>\n" }} | |
| {{- reasoning_content}} | |
| {{- "\n</think>\n\n" }} | |
| {%- else %} | |
| {{- "<think>\n\n</think>\n\n" }} | |
| {%- endif %} | |
| {{- content }} | |
| {%- endif %} | |
| {%- if msg.tool_calls %} | |
| {%- if msg.content %} | |
| {{- "\n" }} | |
| {%- else %} | |
| {{- "<think>\n\n</think>\n\n" }} | |
| {%- endif %} | |
| {%- for tool_call in msg.tool_calls %} | |
| {%- if tool_call.function is defined %} | |
| {%- set tool_call = tool_call.function %} | |
| {%- endif %} | |
| {%- if tool_call.arguments is defined %} | |
| {%- set arguments = tool_call.arguments %} | |
| {%- elif tool_call.parameters is defined %} | |
| {%- set arguments = tool_call.parameters %} | |
| {%- else %} | |
| {{- raise_exception('arguments or parameters are mandatory: ' ~ tool_call) }} | |
| {%- endif %} | |
| {{- "<tool_call>" }}{"name": "{{- tool_call.name }}", "arguments": {{ arguments | tojson(ensure_ascii=False) | safe }}}{{- "</tool_call>" }} | |
| {%- if not loop.last %} | |
| {{- "\n" }} | |
| {%- endif %} | |
| {%- endfor %} | |
| {%- endif %} | |
| {{- end_of_turn -}} | |
| {%- elif role == "tool" %} | |
| {%- if i == 0 or messages[i - 1].role != "tool" %} | |
| {{- role_indicators['tool'] }} | |
| {%- endif %} | |
| {%- if msg.content is defined %} | |
| {{- "<tool_result>" }}{"result": {{ msg.content | tojson(ensure_ascii=False) | safe }}}{{- "</tool_result>" }} | |
| {%- endif %} | |
| {%- if loop.last or messages[i + 1].role != "tool" %} | |
| {{- end_of_turn -}} | |
| {%- else %} | |
| {{- "\n" }} | |
| {%- endif %} | |
| {%- else %} | |
| {{- role_indicators[role] }} | |
| {{- msg.content }} | |
| {{- end_of_turn -}} | |
| {%- endif %} | |
| {% endfor %} | |
| {%- if add_generation_prompt %} | |
| {{- role_indicators['assistant'] }} | |
| {%- if enable_thinking is defined and enable_thinking is true %} | |
| {{- "<think>\n" }} | |
| {%- else %} | |
| {{- "<think>\n\n</think>\n\n" }} | |
| {%- endif %} | |
| {%- endif %} |