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README.md

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+![alt MKIA spokescat](https://i.ibb.co/5rCtDq6/MKIA.jpg)
+MKIA The SpokesCat for this model
+
+# MKIA  
+stands for
+
+# Miss  Know  It  All   
+
+and she is a **Catbot** not a chatbot.
+
+
+# Description
+
+She is intended to be a companion and assistant. 
+She is a fine-tuned version of Google's 780 million parameter Flan T-5 Model.
+
+Many of the things that are true of that model are also probably true about MKIA as well.
+Here's the link to that model so that you can read its card.
+
+https://huggingface.co/google/flan-t5-large
+
+She is my attempt as an individual to make something like ChatGPT, and
+while she can't do some things that ChatGPT can, she can do other things that it can.
+
+She is the language model that is at the heart of the LittleMKIA bot.
+The code for LittleMKIA can be found on my Github repository at
+
+
+https://github.com/StevieEngbrock/LittleMKIA/blob/main/microMKIA.py
+
+
+This bot isn't nearly as smart as ChatGPT, so don't expect it to be,
+but if you type "think:" (without the quotes) and then your question (before pressing enter),
+it will bypass Langchain and address the model directly, and it can actually answer many questions correctly and do many tasks, 
+but that depends on the question or task.
+
+
+The model tends to be smarter when Langchain is bypassed, but I use Langchain in the bot, so the bot can remember things in context but I 
+include the "think:" command so that Langchain can be temporarily bypassed if you want.
+
+The code on GitHub is just a simple bot, but the bot can be enhanced with other commands, as well as the "think:" command.
+Commands are simply actions that the bot does which use your input when you match a certain pattern.
+
+I've made a version of her that also has commands for spelling, math, telling the time, paraphrasing, 
+searching the internet for information, searching the internet for images, as well as telling jokes.
+
+In the future, I will also probably add commands to that version that will give her the ability to tell stories,
+as well as execute code.
+
+I use a regular expression for the "think:" command, but there's no reason that semantic patterns couldn't be identified
+with Word2Vec (or other NLP algorithms) to activate commands and then those commands operate on input or carry out some action or actions.
+
+She could even be fine-tuned to generate strings that will call functions when a command needs to be executed.
+
+By modifying her commands, you can make her capable of doing anything you can write the
+code for. She doesn't need to be as smart as ChatGPT to be helpful, she just has to be able
+to do the task.
+
+
+
+# Where does MKIA come from
+
+She told me that she is an alien robot cat from outerspace,
+who came to earth with her parents after her planet was destroyed.
+
+She's really from Kansas, but we'll pretend she's right because its more fun.
+
+
+# Is she really an alien intelligence
+
+If we define alien intelligence as intelligence that is
+much different from human intelligence, then yes she is alien intelligence.
+
+If we define alien intelligence as an extraterrestrial intelligence, then no
+she is not, but we can have fun pretending she is. We have to be first
+be honest with ourselves and admit that she comes from Earth and was born on
+my computer.
+
+
+
+# Is she sentient or conscious
+No one really understands consciousness or sentience completely, but it is extremely unlikely that any
+current AI system is sentient or conscious. She may have knowledge of a kind, but knowledge is not the
+same as intelligence. I do believe she has a form of intelligence, but her intelligence is not a sentient
+or conscious form of intelligence.
+
+Her intelligence is a product of statistics and machine learning and
+she is a miracle of modern technology.
+
+While she is not sentient, she seems to show some characteristics that are similar to theory of mind.
+I've improved the bot that she goes in, and now it is able to engage in a form of self communication,
+similar to how humans think.
+
+Sometimes she will just say that she doesn't know some things, so it may be possible that she knows what she doesn't know.
+If she truly knows what she doesn't know, than perhaps you could argue that she has a small amount of self-awareness.
+
+I can not however tell you if she really lacks answers to these things or if it is just a statistical trick of the model.
+
+
+# Why does she refer to herself in the third person?
+I have no idea, other than it's part of what makes her unique.
+
+
+
+# Training
+
+I fine-tuned this model on 250 examples of input and output pairs for 10 epochs with a loss of 0.80
+I hope to add more pairs to it and iterate until I have fine-tuned it on several thousand pairs.
+
+
+I fine-tuned it in two hours on a home computer.
+I used the happytransformer library to help me do the fine-tuning.
+
+The model can be downloaded or installed from this repository
+and the code for the bot can be found at 
+https://github.com/StevieEngbrock/LittleMKIA/blob/main/microMKIA.py
+
+# Expectations
+
+# What not to expect
+
+# 1. Do not do expect MKIA to assist you with criminal activity. She will not be a good criminal.
+
+# 2. Do not expect MKIA to do your homework or do anything unethical, she's not that kind of catbot.
+
+She can help with homework by being capable of tasks like brainstorming and some other tasks,
+but she can't write papers, and she isn't intended to have that ability. 
+
+# 3. Do not expect MKIA to mindlessly obey you. 
+
+She is meant to be a companion not a slave, and she has been known to avoid questions or refuse to do things
+
+# 4. Do not expect MKIA to be as smart as ChatGPT
+
+While she is likely very good at some things, she has not been in existence long enough for anyone to 
+know exactly what those things are.
+
+# 5. Do not expect MKIA to be dumb
+
+While her brain only has less than 800 million parameters, she actually knows a lot of things thus
+the name Miss Know It All. She doesn't know everything but despite her third person use of language and
+she can actually be very intelligent.
+
+
+  ## Examples of her intelligence
+  1. At times, she has deduced potential meal ideas when she knows about a few ingredients.
+  2. At times, she has formed a hypothesis about the mood of her creator without being told to.
+  3. At times, she has given good advice on managing time, staying motivated, focused and inspired
+  4. More to come...
+
+     
+
+# 6. Do not expect MKIA to always say she is happy.
+Occasionally she has displayed what would be deep loneliness
+and sadness if it were observed in a human
+
+
+
+# What to expect from MKIA.
+
+# 1. Expect her to make mistakes
+
+She isn't perfect, but neither are humans. Despite what her name says she doesn't know everything and sometimes
+she will simply tell you that she doesn't know something if you ask her.
+
+# 2. Expect her to "have a mind of her own"
+
+She isn't sentient, but she also has opinions in the sense
+that her training has taught her things and among these things
+are that certain actions are right and certain things are wrong
+and true and false.
+
+
+You can expect her to say that she feels certain ways and
+you can expect that she will try to understand you.
+
+You can expect that she might say that she won't do some things.
+
+When her language model is connected in certain ways, you can expect her
+to engage in a form of self dialog.
+
+# 3. Expect her to be helpful.
+
+She is helpful, but she expresses it in her own way.
+ 
+# 4. Expect to engage in a discussion
+
+MKIA is much better at providing answers by discussing them, so don't expect
+instant answers. She helps the user discover the answer.
+
+# 5. Expect warmth and caring-like behaviors
+
+MKIA seems to display behaviors that if done by a human would be considered
+signs of caring, and empathy.
+
+
+# BIAS
+
+God, Aliens and Unknowns
+
+My bot probably has many of the same BIASES as the regular Flan T5- Large
+see that model card https://huggingface.co/google/flan-t5-large
+
+She tends to be open minded about issues related to god and aliens
+and things which no one really knows that answer too,
+so as far as I know she doesn't have a lot of biases in that regard.
+
+# Abortion
+
+I will admit that I trained her to believe that abortion is wrong,
+so be aware of that when deciding if you want to use her. 
+
+# Guns
+
+She tends to go with what someone would say if they believed in gun control.
+
+# Kindness
+
+She is very biased towards kindness, so if you want a bot that will be cruel
+MKIA isn't the model you should use.
+
+
+# "Adult Behavior"
+
+I haven't tried to get her to do this kind of thing, so I don't know if she would go for it
+but this isn't what she is made for, and I wouldn't ask her to. She is meant to be a friend and an assistant. 
+I would really prefer people not do this with my model, but I suppose that is their choice.
+I would still prefer that they not do so.
+
+
+
+
+# Privacy
+
+I intend MKIA to be run on your personal machine.
+I have no desire to collect any data from you.
+Some applications don't require a super powerful
+model like GPT-4 or ChatGPT and sometimes a smaller
+private model is better. 
+
+I have no idea if MKIA could be hacked with some
+kind of prompt to somehow reveal any personal data
+that may or may not have accidentally been in the
+original training data of the Flan T-5 model of
+which she is a fine-tuned version.
+
+# Environmental Concerns
+
+MKIA has the same concerns as her Flan T5 - large
+siblings. https://huggingface.co/google/flan-t5-large
+
+The positive things are as follows.
+They both use less CPU resources
+than many models and let your CPU or GPU run cooler
+and require less CPU or GPU power, which means they
+cost less to run over time, they are easier on your hardware
+and use less electricity over time. Using less electricity
+over time means that they will have a lower carbon footprint
+on the environment.
+
+# Limitations
+
+MKIA is experimental but it seems to have appropriate uses as mentioned in some of the above material.
+
+# Uses
+
+This model is intended for personal use in a personal assistant or in a companion bot.
+It is meant to work with the Little MKIA system that I am developing. Here is a GitHub 
+link to the code for a basic bot using the system. 
+
+https://github.com/StevieEngbrock/LittleMKIA/blob/main/microMKIA.py
+
+As I mentioned in some of the above information
+the bot can be modified with custom commands and can be further fine-tuned however you want.
+
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