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+ ---
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+ license: mit
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+ ---
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+
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+ # ANIMA-Neural-Hermes: Biomimicry Enhanced LLM
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+
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+ <img src="https://cdn-uploads.huggingface.co/production/uploads/64740cf7485a7c8e1bd51ac9/JZH6p50t_j3-OUph4Wq6y.png" width="500">
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+
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+ ## Overview
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+
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+ **ANIMA** (Advanced Nature Inspired Multidisciplinary Assistant) is an expert in various scientific disciplines, including but not limited to biomimicry, biology, and environmental science.
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+
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+ **Instagram: [@anima_llm](https://www.instagram.com/anima_llm)**
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+
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+ ---
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+
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+ ## Model Description
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+
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+ This model version is the 6th sequential fine-tuning of the original ANIMA-Phi-Neptune-Mistral-7B using a custom crafted Neural-Hermes dataset. I wove STEM and Bio-Design process multi-turn examples within the normal Neural-Hermes dataset. This one has REALLY great outputs.
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+ ---
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+
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+ ## 📝 Usage
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+
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+ ANIMA is designed around the Biomimicry Design Process to guide users in solving problems through biomimicry. For more information and examples, please visit [Biomimicry Design Process](https://toolbox.biomimicry.org/methods/process/).
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+
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+
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+ - **EXAMPLE OUTPUT**
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+ [INST] How can biomimicry help in water purification? [/INST]
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+ Biomimicry plays a significant role in water purification by taking
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+ inspiration from natural processes and organisms to develop sustainable
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+ and efficient solutions. Here's a comprehensive overview of how biomimicry
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+ can help in water purification:
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+
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+ 1. Microbial filtration:
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+ - Bacteriophages (viruses that infect bacteria) can effectively target
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+ contaminants in water systems, such as Escherichia coli and Staphylococcus
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+ aureus. By mimicking the natural defense mechanisms of bacteriophages, we
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+ can develop efficient filtration systems that remove pollutants from water
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+ sources.
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+ - Some fungi, such as Trametes versicolor, can break down organic
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+ pollutants in water using enzymes. This process helps make contaminated
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+ water safe for consumption. By studying and replicating these natural
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+ processes, we can develop sustainable filtration systems that remove
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+ pollutants from water sources effectively.
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+
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+ 2. Biofilm-based filtration:
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+ - Microorganisms form biofilms on surfaces to protect themselves from
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+ environmental threats like predators or contaminants. By mimicking the
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+ natural formation of biofilms, we can develop sustainable filtration
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+ systems that use bacteria or fungi to remove pollutants from water
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+ sources.
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+ - For example, a study has shown how Pseudomonas putida could
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+ be used to biodegrade petroleum hydrocarbons in contaminated water sources
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+ using a biofilm-based system. This method offers an eco-friendly
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+ alternative to conventional chemical treatments for oil spills.
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+
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+ 3. Wetland-based filtration:
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+ - Wetlands act as natural filters for water by retaining sediments and
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+ organic matter, which helps remove contaminants. By mimicking the natural
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+ processes of a wetland, we can design effective water purification systems
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+ that use sand filters or engineered wetlands to remove pollutants. For
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+ instance, a study has shown how reed beds can be used for water filtration
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+ by using them as a natural treatment system for agricultural wastewater.
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+
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+ 4. Sponge filtration:
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+ - Some marine sponges (e.g., sea sponge) have evolved sophisticated
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+ mechanisms to filter out particles and contaminants from the surrounding
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+ water. By studying these natural filtration processes, we can develop
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+ efficient and sustainable filtration systems that remove pollutants
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+ effectively. For example, a study has shown how sea sponges can be used as
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+ a model for designing a low-cost, self-sustaining water purification
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+ system that uses solar energy to disinfect contaminated water.
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+
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+ 5. Biodegradable materials:
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+ - Natural organisms have evolved biodegradable materials to protect
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+ themselves from predators or environmental threats. For instance, some
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+ insects produce natural pesticides (such as alkaloids) to defend
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+ themselves against predators. Similarly, we can develop biodegradable
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+ materials that release these natural pesticides in contaminated water
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+ sources, killing off contaminants and restoring the environment's health.
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+ - For example, a study has shown how bacterial cells can be used as a
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+ natural filtration system to remove contaminants from water sources by
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+ incorporating them into membranes that selectively remove organic
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+ pollutants.
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+
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+ In conclusion, biomimicry plays a vital role in water purification by
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+ using natural processes and organisms as inspiration for developing
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+ sustainable and efficient solutions. By studying the natural filtration
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+ mechanisms of microorganisms, plants, animals, and other living organisms,
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+ we can design eco-friendly and cost-effective water purification systems
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+ that help protect our environment from contamination.
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+
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+ ---
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+
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+ ### ***[Help Support ANIMA](https://www.buymeacoffee.com/anima7b)***
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+
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+ ---
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+
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+ - **KNOWN ISSUES**
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+ The model will sometimes respond to itself and continue the conversation taking both the user and AI roles. This is a known issue in the Mistral model but does not happen very often.
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+
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+ ## 📜 License
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+ This project is licensed under Artistic-2.0
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+ **This model is for research purposes only and restricted from any commercial use**