README.md

---
license: mit
---
---
license: artistic-2.0
datasets:
- Severian/Biomimicry
- emrgnt-cmplxty/sciphi-textbooks-are-all-you-need
- fmars/wiki_stem
- fblgit/tree-of-knowledge
- Severian/Bio-Design-Process
tags:
- chemistry
- biology
- climate
- science
- philosophy
- nature
- ecology
- biomimicry
- fauna
- flora
pipeline_tag: text-generation
metrics:
- accuracy
---
# ANIMA-Phi-Neptune-Mistral-7B: Biomimicry Enhanced LLM

<img src="https://cdn-uploads.huggingface.co/production/uploads/64740cf7485a7c8e1bd51ac9/JZH6p50t_j3-OUph4Wq6y.png" width="500">

## Overview

**ANIMA** (Advanced Nature Inspired Multidisciplinary Assistant) is an expert in various scientific disciplines, including but not limited to biomimicry, biology, and environmental science.

**Instagram: [@anima_llm](https://www.instagram.com/anima_llm)**

---

## Model Description

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 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!
---

## 📝 Usage

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/).


- **EXAMPLE OUTPUT**

 [INST] How can biomimicry help in water purification? [/INST]

Biomimicry plays a significant role in water purification by taking 
inspiration from natural processes and organisms to develop sustainable 
and efficient solutions. Here's a comprehensive overview of how biomimicry
can help in water purification:

1. Microbial filtration:
 - Bacteriophages (viruses that infect bacteria) can effectively target 
contaminants in water systems, such as Escherichia coli and Staphylococcus
aureus. By mimicking the natural defense mechanisms of bacteriophages, we 
can develop efficient filtration systems that remove pollutants from water
sources.
 - Some fungi, such as Trametes versicolor, can break down organic 
pollutants in water using enzymes. This process helps make contaminated 
water safe for consumption. By studying and replicating these natural 
processes, we can develop sustainable filtration systems that remove 
pollutants from water sources effectively.

2. Biofilm-based filtration:
 - Microorganisms form biofilms on surfaces to protect themselves from 
environmental threats like predators or contaminants. By mimicking the 
natural formation of biofilms, we can develop sustainable filtration 
systems that use bacteria or fungi to remove pollutants from water 
sources.
 - For example, a study has shown how Pseudomonas putida could 
be used to biodegrade petroleum hydrocarbons in contaminated water sources
using a biofilm-based system. This method offers an eco-friendly 
alternative to conventional chemical treatments for oil spills.

3. Wetland-based filtration:
 - Wetlands act as natural filters for water by retaining sediments and 
organic matter, which helps remove contaminants. By mimicking the natural 
processes of a wetland, we can design effective water purification systems
that use sand filters or engineered wetlands to remove pollutants. For 
instance, a study has shown how reed beds can be used for water filtration
by using them as a natural treatment system for agricultural wastewater.

4. Sponge filtration:
 - Some marine sponges (e.g., sea sponge) have evolved sophisticated 
mechanisms to filter out particles and contaminants from the surrounding 
water. By studying these natural filtration processes, we can develop 
efficient and sustainable filtration systems that remove pollutants 
effectively. For example, a study has shown how sea sponges can be used as
a model for designing a low-cost, self-sustaining water purification 
system that uses solar energy to disinfect contaminated water.

5. Biodegradable materials:
 - Natural organisms have evolved biodegradable materials to protect 
themselves from predators or environmental threats. For instance, some 
insects produce natural pesticides (such as alkaloids) to defend 
themselves against predators. Similarly, we can develop biodegradable 
materials that release these natural pesticides in contaminated water 
sources, killing off contaminants and restoring the environment's health.
 - For example, a study has shown how bacterial cells can be used as a 
natural filtration system to remove contaminants from water sources by 
incorporating them into membranes that selectively remove organic 
pollutants.

In conclusion, biomimicry plays a vital role in water purification by 
using natural processes and organisms as inspiration for developing 
sustainable and efficient solutions. By studying the natural filtration 
mechanisms of microorganisms, plants, animals, and other living organisms,
we can design eco-friendly and cost-effective water purification systems 
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**

 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. 

## 📜 License

This project is licensed under Artistic-2.0

**This model is for research purposes only and restricted from any commercial use**