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README.md
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- Rougelsum: 60.4494
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- Gen Len: 24.9917
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## Intended uses & limitations
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This model is intended to be used to generate instructions from arbitrary text. You can then use these instructions + your data to fine-tune an LLM on instructions w.r.t. a specific domain. This model is primarily intended to enable **low-resource domain adaptation**, rather than "_I want to generate even better prompts for the FLAN-V2 dataset!_".
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As such, users can expect the output of this model to be similarly structured with `<instruction>` and `<inputs>` tokens.
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## Training and evaluation data
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Refer to the [fleece2instructions-inputs-alpaca-cleaned](https://huggingface.co/datasets/pszemraj/fleece2instructions-inputs-alpaca-cleaned) dataset
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- Rougelsum: 60.4494
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- Gen Len: 24.9917
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## Example
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![base](https://i.imgur.com/1Vq5Fys.png)
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## Intended uses & limitations
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This model is intended to be used to generate instructions from arbitrary text. You can then use these instructions + your data to fine-tune an LLM on instructions w.r.t. a specific domain. This model is primarily intended to enable **low-resource domain adaptation**, rather than "_I want to generate even better prompts for the FLAN-V2 dataset!_".
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As such, users can expect the output of this model to be similarly structured with `<instruction>` and `<inputs>` tokens.
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This is just the base model, for better performance (but slower/compute intensive) see the [bart-large](https://huggingface.co/pszemraj/bart-large-instructiongen-w-inputs) version. Further exploration/data may lead to even better models!
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## Training and evaluation data
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Refer to the [fleece2instructions-inputs-alpaca-cleaned](https://huggingface.co/datasets/pszemraj/fleece2instructions-inputs-alpaca-cleaned) dataset
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