|
--- |
|
license: mit |
|
--- |
|
|
|
# ANIMA-Neural-Hermes: 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 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. |
|
--- |
|
|
|
## 📝 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. |
|
|
|
--- |
|
|
|
### ***[Help Support ANIMA](https://www.buymeacoffee.com/anima7b)*** |
|
|
|
--- |
|
|
|
- **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** |
|
|
