75 lines
2.1 KiB
Markdown
75 lines
2.1 KiB
Markdown
|
|
---
|
||
|
|
license: apache-2.0
|
||
|
|
datasets:
|
||
|
|
- 0-hero/Matter-0.1
|
||
|
|
language:
|
||
|
|
- en
|
||
|
|
---
|
||
|
|
|
||
|
|
## Matter 7B - 0.1 (Mistral 7B Finetune)
|
||
|
|
|
||
|
|
Matter 7B is full-finetune on the [Matter dataset](https://huggingface.co/datasets/0-hero/Matter-0.1), which is curated from over 35 datsets analyzing >6B tokens
|
||
|
|
|
||
|
|
### Training
|
||
|
|
|
||
|
|
Prompt format: This model uses ChatML prompt format.
|
||
|
|
```
|
||
|
|
<|im_start|>system
|
||
|
|
You are a helpful AI assistant.<|im_end|>
|
||
|
|
<|im_start|>user
|
||
|
|
{prompt}<|im_end|>
|
||
|
|
<|im_start|>assistant
|
||
|
|
```
|
||
|
|
### Function Calling
|
||
|
|
|
||
|
|
Model also supports function calling. Additional tokens for function calling
|
||
|
|
|
||
|
|
Model function call tokens
|
||
|
|
- <|begin_func|> - Function call start token
|
||
|
|
- <|end_func|> - Function call end token
|
||
|
|
|
||
|
|
Function call response tokens
|
||
|
|
- <|begin_func_response|> - Function response start token
|
||
|
|
- <|end_func_response|> - Function response end token
|
||
|
|
|
||
|
|
Example
|
||
|
|
```
|
||
|
|
<|im_start|>system
|
||
|
|
You are a helpful assistant with access to the following functions. Use them if required -
|
||
|
|
{ "name": "get_news_headlines",
|
||
|
|
"description": "Get the latest news headlines",
|
||
|
|
"parameters":
|
||
|
|
{ "type": "object",
|
||
|
|
"properties":
|
||
|
|
{ "country":
|
||
|
|
{ "type": "string",
|
||
|
|
"description": "The country for which to fetch news"
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"required": [ "country" ]
|
||
|
|
}
|
||
|
|
}
|
||
|
|
<|im_end|>
|
||
|
|
<|im_start|>user
|
||
|
|
Can you tell me the latest news headlines for the United States?<|im_end|>
|
||
|
|
<|im_start|>assistant
|
||
|
|
<|begin_func|>{"name": "get_news_headlines", "arguments": '{"country": "United States"}'}<|end_func|><|im_end|>
|
||
|
|
<|im_start|>user
|
||
|
|
<|begin_func_response|>{
|
||
|
|
"headlines":
|
||
|
|
[
|
||
|
|
"Biden announces new vaccine mandates",
|
||
|
|
"Hurricane Ida devastates Louisiana",
|
||
|
|
"Apple unveils new iPhone",
|
||
|
|
"NASA's Perseverance rover collects first Mars rock sample"
|
||
|
|
]
|
||
|
|
}<|end_func_response|>
|
||
|
|
<|im_end|>
|
||
|
|
<|im_start|>assistant
|
||
|
|
Here are the latest news headlines for the United States:
|
||
|
|
1. Biden announces new vaccine mandates
|
||
|
|
2. Hurricane Ida devastates Louisiana
|
||
|
|
3. Apple unveils new iPhone
|
||
|
|
4. NASA's Perseverance rover collects first Mars rock sample
|
||
|
|
<|im_end|>
|
||
|
|
```
|