Instructions to use tingting/Pixtral-12B-Base-2409-bnb-4bit_E2_BS1_20241125_163920 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use tingting/Pixtral-12B-Base-2409-bnb-4bit_E2_BS1_20241125_163920 with Transformers:
# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("tingting/Pixtral-12B-Base-2409-bnb-4bit_E2_BS1_20241125_163920", device_map="auto") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Unsloth Studio
How to use tingting/Pixtral-12B-Base-2409-bnb-4bit_E2_BS1_20241125_163920 with Unsloth Studio:
Install Unsloth Studio (macOS, Linux, WSL)
curl -fsSL https://unsloth.ai/install.sh | sh # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for tingting/Pixtral-12B-Base-2409-bnb-4bit_E2_BS1_20241125_163920 to start chatting
Install Unsloth Studio (Windows)
irm https://unsloth.ai/install.ps1 | iex # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for tingting/Pixtral-12B-Base-2409-bnb-4bit_E2_BS1_20241125_163920 to start chatting
Using HuggingFace Spaces for Unsloth
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for tingting/Pixtral-12B-Base-2409-bnb-4bit_E2_BS1_20241125_163920 to start chatting
Load model with FastModel
pip install unsloth from unsloth import FastModel model, tokenizer = FastModel.from_pretrained( model_name="tingting/Pixtral-12B-Base-2409-bnb-4bit_E2_BS1_20241125_163920", max_seq_length=2048, )
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"chat_template": "{%- if messages[0]['role'] == 'system' %}\n {%- set system_message = messages[0]['content'] %}\n {%- set loop_messages = messages[1:] %}\n{%- else %}\n {%- set loop_messages = messages %}\n{%- endif %}\n\n{{- bos_token }}\n{%- for message in loop_messages %}\n {%- if (message['role'] == 'user') != (loop.index0 % 2 == 0) %}\n {{- raise_exception('After the optional system message, conversation roles must alternate user/assistant/user/assistant/...') }}\n {%- endif %}\n {%- if message['role'] == 'user' %}\n {%- if loop.last and system_message is defined %}\n {{- '[INST]' + system_message + '\\n\\n' }}\n {%- else %}\n {{- '[INST]' }}\n {%- endif %}\n {%- if message['content'] is not string %}\n {%- for chunk in message['content'] %}\n {%- if chunk['type'] == 'text' %}\n {{- chunk['text'] }}\n {%- elif chunk['type'] == 'image' %}\n {{- '[IMG]' }}\n {%- else %}\n {{- raise_exception('Unrecognized content type!') }}\n {%- endif %}\n {%- endfor %}\n {%- else %}\n {{- message['content'] }}\n {%- endif %}\n {{- '[/INST]' }}\n {%- elif message['role'] == 'assistant' %}\n {{- message['content'][0]['text'] + eos_token}}\n {%- else %}\n {{- raise_exception('Only user and assistant roles are supported, with the exception of an initial optional system message!') }}\n {%- endif %}\n{%- endfor %}"
}
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