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
File size: 2,396 Bytes
a32bb29 | 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 | {{- 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 %} |