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license: mit |
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# ANIMA-Nectar-7B: Biomimicry Enhanced LLM |
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<img src="https://cdn-uploads.huggingface.co/production/uploads/64740cf7485a7c8e1bd51ac9/JZH6p50t_j3-OUph4Wq6y.png" width="500"> |
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## Overview |
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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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**Instagram: [@anima_llm](https://www.instagram.com/anima_llm)** |
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## Model Description |
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This model version is the 9th sequential fine-tuning of the original ANIMA-Phi-Neptune-Mistral-7B and has gone through an additional 20 hours of training using a custom dataset that combined Nectar along with my Biomimicry/STEM data in a unique interwoven way. It has A LOT of 'active' knowledge and ability to form new and novel relationships for problem-solving. It also likes to be VERY verbose, to the point of non-stop talking at points, since its' last training was on longform multi-turn problem solving design strategies in the form of conversational discourse (my custom Biomimicry/Nectar dataset). Have fun! |
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## 📝 Usage |
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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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- **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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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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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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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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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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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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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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### ***[Help Support ANIMA](https://www.buymeacoffee.com/anima7b)*** |
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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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## 📜 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** |
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