language:
- en
pipeline_tag: text-generation
tags:
- fireplace
- valiant
- valiant-labs
- llama
- llama-3
- llama-3-instruct
- llama-3-instruct-70b
- 70b
- function-calling
- conversational
- chat
- instruct
model_type: llama
license: llama3
Fireplace is a function-calling model for Llama 3 70b Instruct.
- combines function-calling abilities with a high-performance, versatile chat model
- function-calling utilizing the Llama 3 Instruct format
This version of Fireplace, like our previous Fireplace-13b and Fireplace-34b models, focuses on combining chat-instruct and function-calling only.
We're working now on Fireplace 2 for Llama 3, which will include function calling as one of several enhanced technical skills.
Version
This is the 2024-05-09 release of Fireplace for Llama 3 70b.
We're excited to bring additional releases for Fireplace and other models in our Build Tools lineup to Llama 3 soon!
Prompting Guide
Fireplace uses the Llama 3 Instruct prompt format:
<|begin_of_text|><|start_header_id|>system<|end_header_id|>{{ system_prompt }}<|eot_id|><|start_header_id|>user<|end_header_id|>{{ user_msg_1 }}<|eot_id|><|start_header_id|>assistant<|end_header_id|>{{ model_answer_1 }}<|eot_id|>
Example input for function calling:
<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\n You are Fireplace, an expert code assistant with access to the following functions. Use them if required - { "name": "calculate_tip", "description": "Calculate the tip amount for a bill", "parameters": { "type": "object", "properties": { "bill_amount": { "type": "number", "description": "The total amount of the bill" }, "tip_percentage": { "type": "number", "description": "The percentage of tip to be given" } }, "required": [ "bill_amount", "tip_percentage" ] } } { "name": "check_website_availability", "description": "Check the availability of a website", "parameters": { "type": "object", "properties": { "url": { "type": "string", "description": "The URL of the website" } }, "required": [ "url" ] } } <|eot_id|><|start_header_id|>user<|end_header_id|>\n\nHi, I need help with calculating a tip. My bill is $100 and I want to leave a 30% tip. <|eot_id|><|start_header_id|>assistant<|end_header_id|>
For assistant handling of function responses, deliver them in a new user message:
<|start_header_id|>user<|end_header_id|>\n\n FUNCTION RESPONSE: {"status": "success", "message": "Email has been sent successfully"} <|eot_id|>
WARNING: text-generation-webui
When using Llama 3 Instruct models (including Fireplace) with text-generation-webui note that a current bug in webui can result in incorrect reading of the model's ending tokens, causing unfinished outputs and incorrect structure.
For a temporary workaround if you encounter this issue, edit Fireplace's tokenizer_config file as indicated:
from "eos_token": "<|end_of_text|>",
to "eos_token": "<|eot_id|>",
The Model
Fireplace is built on top of Llama 3 70b Instruct, the highest performance open-source model currently available.
This version of Fireplace uses the glaiveai/glaive-function-calling-v2 dataset converted to Llama 3 Instruct format.
Fireplace is created by Valiant Labs.
Check out our HuggingFace page for Shining Valiant 2 and our other models!
Follow us on X for updates on our models!
We care about open source. For everyone to use.
We encourage others to finetune further from our models.