Instructions to use hehua2008/Mistral-Small-3.2-24B-Instruct-2506-abliterated-MLX-mixed_3_4 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use hehua2008/Mistral-Small-3.2-24B-Instruct-2506-abliterated-MLX-mixed_3_4 with MLX:
# Make sure mlx-vlm is installed # pip install --upgrade mlx-vlm from mlx_vlm import load, generate from mlx_vlm.prompt_utils import apply_chat_template from mlx_vlm.utils import load_config # Load the model model, processor = load("hehua2008/Mistral-Small-3.2-24B-Instruct-2506-abliterated-MLX-mixed_3_4") config = load_config("hehua2008/Mistral-Small-3.2-24B-Instruct-2506-abliterated-MLX-mixed_3_4") # Prepare input image = ["http://images.cocodataset.org/val2017/000000039769.jpg"] prompt = "Describe this image." # Apply chat template formatted_prompt = apply_chat_template( processor, config, prompt, num_images=1 ) # Generate output output = generate(model, processor, formatted_prompt, image) print(output) - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
| {%- set today = strftime_now("%Y-%m-%d") %} | |
| {%- set default_system_message = "You are Mistral Small 3, a Large Language Model (LLM) created by Mistral AI, a French startup headquartered in Paris.\nYour knowledge base was last updated on 2023-10-01. The current date is " + today + ".\n\nWhen you're not sure about some information, you say that you don't have the information and don't make up anything.\nIf the user's question is not clear, ambiguous, or does not provide enough context for you to accurately answer the question, you do not try to answer it right away and you rather ask the user to clarify their request (e.g. \"What are some good restaurants around me?\" => \"Where are you?\" or \"When is the next flight to Tokyo\" => \"Where do you travel from?\")" %} | |
| {{- bos_token }} | |
| {%- if messages[0]['role'] == 'system' %} | |
| {%- if messages[0]['content'] is string %} | |
| {%- set system_message = messages[0]['content'] %} | |
| {%- else %} | |
| {%- set system_message = messages[0]['content'][0]['text'] %} | |
| {%- endif %} | |
| {%- set loop_messages = messages[1:] %} | |
| {%- else %} | |
| {%- set system_message = default_system_message %} | |
| {%- set loop_messages = messages %} | |
| {%- endif %} | |
| {{- '[SYSTEM_PROMPT]' + system_message + '[/SYSTEM_PROMPT]' }} | |
| {%- for message in loop_messages %} | |
| {%- if message['role'] == 'user' %} | |
| {%- if message['content'] is string %} | |
| {{- '[INST]' + message['content'] + '[/INST]' }} | |
| {%- else %} | |
| {{- '[INST]' }} | |
| {%- for block in message['content'] %} | |
| {%- if block['type'] == 'text' %} | |
| {{- block['text'] }} | |
| {%- elif block['type'] in ['image', 'image_url'] %} | |
| {{- '[IMG]' }} | |
| {%- else %} | |
| {{- raise_exception('Only text and image blocks are supported in message content!') }} | |
| {%- endif %} | |
| {%- endfor %} | |
| {{- '[/INST]' }} | |
| {%- endif %} | |
| {%- elif message['role'] == 'system' %} | |
| {%- if message['content'] is string %} | |
| {{- '[SYSTEM_PROMPT]' + message['content'] + '[/SYSTEM_PROMPT]' }} | |
| {%- else %} | |
| {{- '[SYSTEM_PROMPT]' + message['content'][0]['text'] + '[/SYSTEM_PROMPT]' }} | |
| {%- endif %} | |
| {%- elif message['role'] == 'assistant' %} | |
| {%- if message['content'] is string %} | |
| {{- message['content'] + eos_token }} | |
| {%- else %} | |
| {{- message['content'][0]['text'] + eos_token }} | |
| {%- endif %} | |
| {%- else %} | |
| {{- raise_exception('Only user, system and assistant roles are supported!') }} | |
| {%- endif %} | |
| {%- endfor %} |