Instructions to use inferencerlabs/MiMo-V2.5-MLX-Q5.8-INF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use inferencerlabs/MiMo-V2.5-MLX-Q5.8-INF with MLX:
# Make sure mlx-lm is installed # pip install --upgrade mlx-lm # Generate text with mlx-lm from mlx_lm import load, generate model, tokenizer = load("inferencerlabs/MiMo-V2.5-MLX-Q5.8-INF") prompt = "Write a story about Einstein" messages = [{"role": "user", "content": prompt}] prompt = tokenizer.apply_chat_template( messages, add_generation_prompt=True ) text = generate(model, tokenizer, prompt=prompt, verbose=True) - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
- Pi
How to use inferencerlabs/MiMo-V2.5-MLX-Q5.8-INF with Pi:
Start the MLX server
# Install MLX LM: uv tool install mlx-lm # Start a local OpenAI-compatible server: mlx_lm.server --model "inferencerlabs/MiMo-V2.5-MLX-Q5.8-INF"
Configure the model in Pi
# Install Pi: npm install -g @mariozechner/pi-coding-agent # Add to ~/.pi/agent/models.json: { "providers": { "mlx-lm": { "baseUrl": "http://localhost:8080/v1", "api": "openai-completions", "apiKey": "none", "models": [ { "id": "inferencerlabs/MiMo-V2.5-MLX-Q5.8-INF" } ] } } }Run Pi
# Start Pi in your project directory: pi
- Hermes Agent new
How to use inferencerlabs/MiMo-V2.5-MLX-Q5.8-INF with Hermes Agent:
Start the MLX server
# Install MLX LM: uv tool install mlx-lm # Start a local OpenAI-compatible server: mlx_lm.server --model "inferencerlabs/MiMo-V2.5-MLX-Q5.8-INF"
Configure Hermes
# Install Hermes: curl -fsSL https://hermes-agent.nousresearch.com/install.sh | bash hermes setup # Point Hermes at the local server: hermes config set model.provider custom hermes config set model.base_url http://127.0.0.1:8080/v1 hermes config set model.default inferencerlabs/MiMo-V2.5-MLX-Q5.8-INF
Run Hermes
hermes
- OpenClaw new
How to use inferencerlabs/MiMo-V2.5-MLX-Q5.8-INF with OpenClaw:
Start the MLX server
# Install MLX LM: uv tool install mlx-lm # Start a local OpenAI-compatible server: mlx_lm.server --model "inferencerlabs/MiMo-V2.5-MLX-Q5.8-INF"
Configure OpenClaw
# Install OpenClaw: npm install -g openclaw@latest # Register the local server and set it as the default model: openclaw onboard --non-interactive --mode local \ --auth-choice custom-api-key \ --custom-base-url http://127.0.0.1:8080/v1 \ --custom-model-id "inferencerlabs/MiMo-V2.5-MLX-Q5.8-INF" \ --custom-provider-id mlx-lm \ --custom-compatibility openai \ --custom-text-input \ --accept-risk \ --skip-health
Run OpenClaw
openclaw agent --local --agent main --message "Hello from Hugging Face"
- MLX LM
How to use inferencerlabs/MiMo-V2.5-MLX-Q5.8-INF with MLX LM:
Generate or start a chat session
# Install MLX LM uv tool install mlx-lm # Interactive chat REPL mlx_lm.chat --model "inferencerlabs/MiMo-V2.5-MLX-Q5.8-INF"
Run an OpenAI-compatible server
# Install MLX LM uv tool install mlx-lm # Start the server mlx_lm.server --model "inferencerlabs/MiMo-V2.5-MLX-Q5.8-INF" # Calling the OpenAI-compatible server with curl curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "inferencerlabs/MiMo-V2.5-MLX-Q5.8-INF", "messages": [ {"role": "user", "content": "Hello"} ] }'
File size: 8,212 Bytes
9b55407 | 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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 | {%- if not add_generation_prompt is defined -%}
{%- set add_generation_prompt = false -%}
{%- endif -%}
{%- if not enable_thinking is defined -%}
{%- set enable_thinking = false -%}
{%- endif -%}
{%- if not keep_all_reasoning is defined -%}
{%- set keep_all_reasoning = true -%}
{%- endif -%}
{%- macro render_extra_keys(json_dict, handled_keys) -%}
{%- if json_dict is mapping %}
{%- for json_key in json_dict if json_key not in handled_keys %}
{%- if json_dict[json_key] is mapping or (json_dict[json_key] is sequence and json_dict[json_key] is not string) %}
{{- '\n<' ~ json_key ~ '>' ~ (json_dict[json_key] | tojson | safe) ~ '</' ~ json_key ~ '>' }}
{%- else %}
{{-'\n<' ~ json_key ~ '>' ~ (json_dict[json_key] | string) ~ '</' ~ json_key ~ '>' }}
{%- endif %}
{%- endfor %}
{%- endif %}
{%- endmacro -%}
{%- macro render_content(message_content) -%}
{%- if message_content is string -%}
{{- message_content -}}
{%- else -%}
{%- for content in message_content -%}
{%- if content['type'] == 'image' or 'image' in content or 'image_url' in content -%}
{{- '<|vision_start|><|image_pad|><|vision_end|>' -}}
{%- elif content['type'] == 'audio' or 'audio' in content or 'audio_url' in content -%}
{{- '<|mimo_audio_start|><|audio_pad|><|mimo_audio_end|>' -}}
{%- elif content['type'] == 'video' or 'video' in content or 'video_url' in content -%}
{{- '<|vision_start|><|video_pad|><|vision_end|>' -}}
{%- elif 'text' in content -%}
{{- content['text'] -}}
{%- endif -%}
{%- endfor -%}
{%- endif -%}
{%- endmacro -%}
{%- if messages[0]["role"] == "system" %}
{%- set system_message = messages[0]["content"] %}
{%- set loop_messages = messages[1:] %}
{%- else %}
{%- set loop_messages = messages %}
{%- endif %}
{%- set ns = namespace(last_user_index=-1) %}
{%- for m in loop_messages %}
{%- if m.role == 'user' %}
{%- set ns.last_user_index = loop.index0 -%}
{%- endif %}
{%- endfor %}
{%- if not tools is defined %}
{%- set tools = [] %}
{%- endif %}
{%- if system_message is defined %}
{{- "<|im_start|>system\n" + system_message }}
{%- else %}
{{- "<|im_start|>system\nYou are MiMo, a helpful AI assistant engineered by Xiaomi." }}
{%- endif %}
{%- if tools is iterable and tools | length > 0 %}
{{- "\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou have access to the following functions:\n\n" }}
{{- "<tools>" }}
{%- for tool in tools %}
{%- if tool.function is defined %}
{%- set tool = tool.function %}
{%- endif %}
{{- "\n<function>\n<name>" ~ tool.name ~ "</name>" }}
{%- if tool.description is defined %}
{{- '\n<description>' ~ (tool.description | trim) ~ '</description>' }}
{%- endif %}
{{- '\n<parameters>' }}
{%- if tool.parameters is defined and tool.parameters is mapping and tool.parameters.properties is defined and tool.parameters.properties is mapping %}
{%- for param_name, param_fields in tool.parameters.properties|items %}
{{- '\n<parameter>' }}
{{- '\n<name>' ~ param_name ~ '</name>' }}
{%- if param_fields.type is defined %}
{{- '\n<type>' ~ (param_fields.type | string) ~ '</type>' }}
{%- endif %}
{%- if param_fields.description is defined %}
{{- '\n<description>' ~ (param_fields.description | trim) ~ '</description>' }}
{%- endif %}
{%- set handled_keys = ['name', 'type', 'description'] %}
{{- render_extra_keys(param_fields, handled_keys) }}
{{- '\n</parameter>' }}
{%- endfor %}
{%- endif %}
{%- set handled_keys = ['type', 'properties'] %}
{{- render_extra_keys(tool.parameters, handled_keys) }}
{{- '\n</parameters>' }}
{%- set handled_keys = ['type', 'name', 'description', 'parameters'] %}
{{- render_extra_keys(tool, handled_keys) }}
{{- '\n</function>' }}
{%- endfor %}
{{- "\n</tools>" }}
{{- '\n\nFor each function call, output the function name and arguments in the following format:\n<tool_call>\n<function=example_function_name>\n<parameter=example_parameter_1>value_1</parameter>\n<parameter=example_parameter_2>This is the value for the second parameter\nthat can span\nmultiple lines</parameter>\n</function>\n</tool_call>\n\n<IMPORTANT>\n- Function calls MUST follow the specified format: an inner <function=...></function> block must be nested within <tool_call></tool_call> XML tags\n- DO NOT use function calls inside <think></think> tags.\n- The value enclosed between parameter tags is preserved exactly as-is, including newlines and spaces.\n</IMPORTANT>' }}
{%- endif %}
{{- '<|im_end|>' }}
{%- for message in loop_messages %}
{%- if message.content is string %}
{%- set content = message.content %}
{%- else %}
{%- set content = render_content(message.content) %}
{%- endif %}
{%- if message.role == "assistant" %}
{%- if message.reasoning_content is string %}
{%- set reasoning_content = message.reasoning_content %}
{%- else %}
{%- set reasoning_content = '' %}
{%- if '</think>' in content %}
{%- set reasoning_content = content.split('</think>')[0].split('<think>')[-1] %}
{%- set content = content.split('</think>')[-1] %}
{%- endif %}
{%- endif %}
{%- if (keep_all_reasoning or loop.index0 > ns.last_user_index) and reasoning_content -%}
{{- '<|im_start|>' + message.role + '\n<think>' + reasoning_content + '</think>' + content }}
{%- else %}
{{- '<|im_start|>' + message.role + '\n<think></think>' + content }}
{%- endif %}
{%- if message.tool_calls is defined and message.tool_calls is iterable and message.tool_calls | length > 0 %}
{%- for tool_call in message.tool_calls %}
{%- if tool_call.function is defined %}
{%- set tool_call = tool_call.function %}
{%- endif %}
{{- '<tool_call>\n<function=' + tool_call.name + '>\n' }}
{%- if tool_call.arguments is defined %}
{%- for args_name, args_value in tool_call.arguments|items %}
{{- '<parameter=' + args_name + '>' }}
{%- set args_value = args_value | tojson | safe if args_value is mapping or (args_value is sequence and args_value is not string) else args_value | string %}
{{- args_value }}
{{- '</parameter>\n' }}
{%- endfor %}
{%- endif %}
{{- '</function>\n</tool_call>' }}
{%- endfor %}
{%- endif %}
{{- '<|im_end|>' }}
{%- elif message.role == "user" %}
{{- '<|im_start|>' + message.role + '\n' + render_content(message.content) + '<|im_end|>' }}
{%- elif message.role == "system" %}
{{- '<|im_start|>' + message.role + '\n' + message.content + '<|im_end|>' }}
{%- elif message.role == "tool" %}
{%- if loop.previtem and loop.previtem.role != "tool" %}
{{- '<|im_start|>tool\n' }}
{%- endif %}
{{- '<tool_response>\n' }}
{{- render_content(message.content) }}
{{- '\n</tool_response>\n' }}
{%- if not loop.last and loop.nextitem.role != "tool" %}
{{- '<|im_end|>' }}
{%- elif loop.last %}
{{- '<|im_end|>' }}
{%- endif %}
{%- else %}
{{- '<|im_start|>' + message.role + '\n' + message.content + '<|im_end|>' }}
{%- endif %}
{%- endfor %}
{%- if add_generation_prompt %}
{{- '<|im_start|>assistant\n' }}
{%- if not enable_thinking -%}
{{- '<think></think>' -}}
{%- else -%}
{{- '' -}}
{%- endif -%}
{%- endif %}
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