79 lines
2.2 KiB
Markdown
79 lines
2.2 KiB
Markdown
---
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license: apache-2.0
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datasets:
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- 0-hero/Matter-0.1-Slim-B
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language:
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- en
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---
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## Matter 7B (Mistral 7B Finetune)
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Matter 7B is an extended full-finetune on the [slim-B version of the Matter dataset](https://huggingface.co/datasets/0-hero/Matter-0.1-Slim-B), which is curated from over 35 datsets analyzing >6B tokens
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### Training
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It took ~15 hours to train 3 epochs on 4x A100s (80GB) using Axolotl for a full-finetune
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Prompt format: This model uses ChatML prompt format.
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```
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<|im_start|>system
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You are a helpful AI assistant.<|im_end|>
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<|im_start|>user
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{prompt}<|im_end|>
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<|im_start|>assistant
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```
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### Function Calling
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Model also supports function calling. Additional tokens for function calling
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Model function call tokens
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- <|begin_func|> - Function call start token
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- <|end_func|> - Function call end token
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Function call response tokens
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- <|begin_func_response|> - Function response start token
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- <|end_func_response|> - Function response end token
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Example
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```
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<|im_start|>system
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You are a helpful assistant with access to the following functions. Use them if required -
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{ "name": "get_news_headlines",
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"description": "Get the latest news headlines",
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"parameters":
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{ "type": "object",
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"properties":
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{ "country":
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{ "type": "string",
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"description": "The country for which to fetch news"
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}
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},
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"required": [ "country" ]
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}
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}
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<|im_end|>
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<|im_start|>user
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Can you tell me the latest news headlines for the United States?<|im_end|>
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<|im_start|>assistant
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<|begin_func|>{"name": "get_news_headlines", "arguments": '{"country": "United States"}'}<|end_func|><|im_end|>
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<|im_start|>user
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<|begin_func_response|>{
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"headlines":
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[
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"Biden announces new vaccine mandates",
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"Hurricane Ida devastates Louisiana",
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"Apple unveils new iPhone",
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"NASA's Perseverance rover collects first Mars rock sample"
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]
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}<|end_func_response|>
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<|im_end|>
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<|im_start|>assistant
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Here are the latest news headlines for the United States:
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1. Biden announces new vaccine mandates
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2. Hurricane Ida devastates Louisiana
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3. Apple unveils new iPhone
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4. NASA's Perseverance rover collects first Mars rock sample
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<|im_end|>
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```
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