Instructions to use OpenPipe/test-lora with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use OpenPipe/test-lora with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("unsloth/Meta-Llama-3.1-8B-Instruct") model = PeftModel.from_pretrained(base_model, "OpenPipe/test-lora") - Notebooks
- Google Colab
- Kaggle
| {{- bos_token }} | |
| {%- if not tools is defined %} | |
| {%- set tools = none %} | |
| {%- endif %} | |
| {#- This block extracts the system/developer message, so we can slot it into the right place. #} | |
| {%- if messages[0]['role'] in ['system', 'developer'] %} | |
| {%- set system_message = messages[0]['content']|trim %} | |
| {%- set messages = messages[1:] %} | |
| {%- else %} | |
| {%- set system_message = "" %} | |
| {%- endif %} | |
| {#- System message #} | |
| {{- "<|start_header_id|>system<|end_header_id|> | |
| " }} | |
| {%- if tools is not none and tools|length > 0 %} | |
| {{- "Environment: ipython | |
| " }} | |
| {{- "You have access to the following functions. To call a function, please respond with JSON for a function call." }} | |
| {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} | |
| {{- "Do not use variables. | |
| " }} | |
| {%- for t in tools %} | |
| {{- t | tojson }} | |
| {{- " | |
| " }} | |
| {%- endfor %} | |
| {%- endif %} | |
| {{- system_message }} | |
| {{- "<|eot_id|>" }} | |
| {%- for message in messages %} | |
| {%- if not (message.role == 'tool' or 'tool_calls' in message) %} | |
| {{- '<|start_header_id|>' + message['role'] + '<|end_header_id|> | |
| '+ message['content'] | trim + '<|eot_id|>' }} | |
| {%- elif 'tool_calls' in message %} | |
| {{- '<|start_header_id|>assistant<|end_header_id|> | |
| ' -}} | |
| {%- for tool_call in message.tool_calls -%} | |
| {{- '<|start_tool_call|>' }} | |
| {{- '{"name": "' + tool_call.function.name + '", ' }} | |
| {{- '"parameters": ' }} | |
| {{- tool_call.function.arguments | tojson }} | |
| {{- "}" }} | |
| {{- '<|end_tool_call|>' }} | |
| {%- if not loop.last %}, {% endif %} | |
| {%- endfor -%} | |
| {{- "<|eot_id|>" }} | |
| {%- elif message.role == "tool" %} | |
| {{- "<|start_header_id|>ipython<|end_header_id|> | |
| " }} | |
| {%- if message.content is mapping or message.content is iterable %} | |
| {{- message.content | tojson }} | |
| {%- else %} | |
| {{- message.content }} | |
| {%- endif %} | |
| {{- "<|eot_id|>" }} | |
| {%- endif %} | |
| {%- endfor %} | |
| {%- if add_generation_prompt %} | |
| {{- '<|start_header_id|>assistant<|end_header_id|> | |
| ' }} | |
| {%- endif %} |