PEFT
Safetensors
Yoruba
Hausa
English
llama4_text
agriculture
nigerian-languages
yoruba
hausa
lora
multilingual
autoscientist
together-ai
4-bit precision
bitsandbytes
Instructions to use Professor/naija-agri-llm-yoruba-hausa with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use Professor/naija-agri-llm-yoruba-hausa with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("togethercomputer/Llama-4-Scout-17B-16E-Instruct_bnb_4bit") model = PeftModel.from_pretrained(base_model, "Professor/naija-agri-llm-yoruba-hausa") - Notebooks
- Google Colab
- Kaggle
| {{- bos_token }} | |
| {%- if custom_tools is defined %} | |
| {%- set tools = custom_tools %} | |
| {%- endif %} | |
| {%- if not tools_in_user_message is defined %} | |
| {%- set tools_in_user_message = true %} | |
| {%- endif %} | |
| {%- if not date_string is defined %} | |
| {%- if strftime_now is defined %} | |
| {%- set date_string = strftime_now("%d %b %Y") %} | |
| {%- else %} | |
| {%- set date_string = "26 Jul 2024" %} | |
| {%- endif %} | |
| {%- endif %} | |
| {%- if not tools is defined %} | |
| {%- set tools = none %} | |
| {%- endif %} | |
| {#- This block extracts the system message, so we can slot it into the right place. #} | |
| {%- if messages[0]['role'] == 'system' %} | |
| {%- if messages[0]['content'] is string %} | |
| {%- set system_message = messages[0]['content']|trim %} | |
| {%- else %} | |
| {#- FIXME: The processor requires an array, always. #} | |
| {%- set system_message = messages[0]['content'][0]['text']|trim %} | |
| {%- endif %} | |
| {%- set messages = messages[1:] %} | |
| {%- set user_supplied_system_message = true %} | |
| {%- else %} | |
| {%- set system_message = "" %} | |
| {%- set user_supplied_system_message = false %} | |
| {%- endif %} | |
| {#- System message if the user supplied one #} | |
| {%- if user_supplied_system_message %} | |
| {{- "<|header_start|>system<|header_end|>\n\n" }} | |
| {%- if tools is not none %} | |
| {{- "Environment: ipython\n" }} | |
| {%- endif %} | |
| {%- if tools is not none and not tools_in_user_message %} | |
| {{- "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.\n\n" }} | |
| {%- for t in tools %} | |
| {{- t | tojson(indent=4) }} | |
| {{- "\n\n" }} | |
| {%- endfor %} | |
| {%- endif %} | |
| {{- system_message }} | |
| {{- "<|eot|>" }} | |
| {%- endif %} | |
| {#- Custom tools are passed in a user message with some extra guidance #} | |
| {%- if tools_in_user_message and not tools is none %} | |
| {#- Extract the first user message so we can plug it in here #} | |
| {%- if messages | length != 0 %} | |
| {%- set first_user_message = messages[0]['content']|trim %} | |
| {%- set messages = messages[1:] %} | |
| {%- else %} | |
| {{- raise_exception("Cannot put tools in the first user message when there's no first user message!") }} | |
| {%- endif %} | |
| {{- '<|header_start|>user<|header_end|>\n\n' -}} | |
| {{- "Given the following functions, please respond with a JSON for a function call " }} | |
| {{- "with its proper arguments that best answers the given prompt.\n\n" }} | |
| {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} | |
| {{- "Do not use variables.\n\n" }} | |
| {%- for t in tools %} | |
| {{- t | tojson(indent=4) }} | |
| {{- "\n\n" }} | |
| {%- endfor %} | |
| {{- first_user_message + "<|eot|>"}} | |
| {%- endif %} | |
| {%- for message in messages %} | |
| {%- if not (message.role == 'ipython' or message.role == 'tool' or 'tool_calls' in message) %} | |
| {{- '<|header_start|>' + message['role'] + '<|header_end|>\n\n' }} | |
| {%- if message['content'] is string %} | |
| {{- message['content'] }} | |
| {%- else %} | |
| {%- for content in message['content'] %} | |
| {%- if content['type'] == 'image' %} | |
| {{- '<|image|>' }} | |
| {%- elif content['type'] == 'text' %} | |
| {{- content['text'] }} | |
| {%- endif %} | |
| {%- endfor %} | |
| {%- endif %} | |
| {{- "<|eot|>" }} | |
| {%- elif 'tool_calls' in message and message.tool_calls|length > 0 %} | |
| {{- '<|header_start|>assistant<|header_end|>\n\n' -}} | |
| {{- '<|python_start|>' }} | |
| {%- if message['content'] is string %} | |
| {{- message['content'] }} | |
| {%- else %} | |
| {%- for content in message['content'] %} | |
| {%- if content['type'] == 'image' %} | |
| {{- '<|image|>' }} | |
| {%- elif content['type'] == 'text' %} | |
| {{- content['text'] }} | |
| {%- endif %} | |
| {%- endfor %} | |
| {%- endif %} | |
| {{- '<|python_end|>' }} | |
| {%- for tool_call in message.tool_calls %} | |
| {{- '{"name": "' + tool_call.function.name + '", ' }} | |
| {{- '"parameters": ' }} | |
| {{- tool_call.function.arguments | tojson }} | |
| {{- "}" }} | |
| {%- endfor %} | |
| {{- "<|eot|>" }} | |
| {%- elif message.role == "tool" or message.role == "ipython" %} | |
| {{- "<|header_start|>ipython<|header_end|>\n\n" }} | |
| {%- if message.content is mapping or message.content is iterable %} | |
| {{- message.content | tojson }} | |
| {%- else %} | |
| {{- message.content }} | |
| {%- endif %} | |
| {{- "<|eot|>" }} | |
| {%- endif %} | |
| {%- endfor %} | |
| {%- if add_generation_prompt %} | |
| {{- '<|header_start|>assistant<|header_end|>\n\n' }} | |
| {%- endif %} | |