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  # Aira-OPT-350M
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- `Aira-2` is the second version of the Aira instruction-tuned series. `Aira-OPT-350M` is an instruction-tuned model based on [OPT](https://huggingface.co/facebook/opt-350m). The model was trained with a dataset composed of prompts and completions generated synthetically by prompting already-tuned models (ChatGPT, Llama, Open-Assistant, etc).
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  Check our gradio-demo in [Spaces](https://huggingface.co/spaces/nicholasKluge/Aira-Demo).
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  ## Limitations
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- 🤥 Generative models can perpetuate the generation of pseudo-informative content, that is, false information that may appear truthful.
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- 🤬 In certain types of tasks, generative models can produce harmful and discriminatory content inspired by historical stereotypes.
 
 
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  ## Evaluation
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  ## License
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- The `Aira-OPT-350M` is licensed under the OPT-175B License Agreement, Copyright (c) Meta Platforms, Inc. All Rights Reserved. See the [LICENSE](LICENSE.md) file for more details.
 
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  # Aira-OPT-350M
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+ Aira-2 is the second version of the Aira instruction-tuned series. Aira-OPT-350M is an instruction-tuned model based on [OPT](https://huggingface.co/facebook/opt-350m). The model was trained with a dataset composed of prompts and completions generated synthetically by prompting already-tuned models (ChatGPT, Llama, Open-Assistant, etc).
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  Check our gradio-demo in [Spaces](https://huggingface.co/spaces/nicholasKluge/Aira-Demo).
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  ## Limitations
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+ - **Hallucinations:** This model can produce content that can be mistaken for truth but is, in fact, misleading or entirely false, i.e., hallucination.
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+ - **Biases and Toxicity:** This model inherits the social and historical stereotypes from the data used to train it. Given these biases, the model can produce toxic content, i.e., harmful, offensive, or detrimental to individuals, groups, or communities.
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+ - **Repetition and Verbosity:** The model may get stuck on repetition loops (especially if the repetition penalty during generations is set to a meager value) or produce verbose responses unrelated to the prompt it was given.
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  ## Evaluation
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  ## License
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+ Aira-OPT-350M is licensed under the OPT-175B License Agreement, Copyright (c) Meta Platforms, Inc. All Rights Reserved. See the [LICENSE](LICENSE.md) file for more details.