Instructions to use anushajana/ca-foundation-mistral with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use anushajana/ca-foundation-mistral with Transformers:
# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("anushajana/ca-foundation-mistral", device_map="auto") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Unsloth Studio
How to use anushajana/ca-foundation-mistral 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 anushajana/ca-foundation-mistral 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 anushajana/ca-foundation-mistral to start chatting
Using HuggingFace Spaces for Unsloth
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for anushajana/ca-foundation-mistral to start chatting
Load model with FastModel
pip install unsloth from unsloth import FastModel model, tokenizer = FastModel.from_pretrained( model_name="anushajana/ca-foundation-mistral", max_seq_length=2048, )
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819fee3 | 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 | {%- if messages[0]['role'] == 'system' %}
{%- set system_message = messages[0]['content'] %}
{%- set loop_messages = messages[1:] %}
{%- else %}
{%- set loop_messages = messages %}
{%- endif %}
{{- bos_token }}
{%- for message in loop_messages %}
{%- if (message['role'] == 'user') != (loop.index0 % 2 == 0) %}
{{- raise_exception('After the optional system message, conversation roles must alternate user/assistant/user/assistant/...') }}
{%- endif %}
{%- if message['role'] == 'user' %}
{%- if loop.first and system_message is defined %}
{{- ' [INST] ' + system_message + '\n\n' + message['content'] + ' [/INST]' }}
{%- else %}
{{- ' [INST] ' + message['content'] + ' [/INST]' }}
{%- endif %}
{%- elif message['role'] == 'assistant' %}
{{- ' ' + message['content'] + eos_token}}
{%- else %}
{{- raise_exception('Only user and assistant roles are supported, with the exception of an initial optional system message!') }}
{%- endif %}
{%- endfor %}
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