What parameters in Huggingface transformer generation responsible for 'Memory', 'Lore', and 'Author's Note' like NovelAI? - generator

I am rather new to this machine learning or AI thing.
Recently I have followed the tutorial on youtube by Brillbits "Hugginface GBT-j" and managed to run it on my PC locally. I manages to generate sentences
But that's all I can do, followed instructions, I want to create something like a novelAI on my own PC, with the function of 'Memory', 'Lore', and 'Author's Note' like NovelAI.
I think it has something to do with the "Generation" for the transformer, when I open the documentation page Generation (huggingface.co) , I was met with an intimidating wall of text and concepts I can't comprehend. I feel very out of my depths and I am in the situation of "I know what the words means, I just don't know what they mean when they come out together".
Is there parameters in the Transformers Generator that correspond to the functions of 'Memory', 'Lore', and 'Author's Note' like NovelAI? Or it is in somewhere else?

Never mind, got it.
https://github.com/KoboldAI/KoboldAI-Client
These guys just made an exe and everything can be run on this client, made things easy

Related

Creating a language on the Rubinius VM

I'm looking to play around with the Rubinius VM to create a langauage, but just reading the documentation, I'm still quite lost on how to get started. Even looking at the projects, I still can't seem to figure out where the parsing and using the vm comes into place. Does anyone have any resources for this?
Hey I'm a contributor to the Fancy language that runs on rubinius. If you're interested in parsing take a look at boot/rbx-compiler there you'll find a Parser (implemented with KPEG) that basically constructs a tree of AST nodes, each of those nodes has a bytecode method that produces the rubinius vm instructions for everything to work. Fancy share a lot of semantics with ruby, so I guess starting with it would be easy if you're already familiar with ruby. You'll just need to checkout the examples/ dir to geet a feeling on the language and then the kpeg parser, ast nodes, loader, as you progress exploring the compiler. These days Fancy is bootstrapped (that means that the compiler has been written in fancy itself - at lib/compiler) but rbx-compiler is the first step in that process.
Hope exploring Fancy's source code can be of help to you.
In case you hadn't seen it, check out Evan's keynote from 2011 LA Ruby Conf. He shows how to build a simple language, which might be helpful.

how to create applications with Clozure Common Lisp (on Microsoft Windows)

I am a new one to Common Lisp (using Clozure Common Lisp under Microsoft Windows), who is familiar with c and python before. So maybe the questions are stupid here, but be patient to give me some help.
1) What's is the usual way to run a common lisp script?
Now, I wrote a bat file under windows to call ccl exe(wx86cl.exe) and evaluate (progn (load "my_script_full_path") (ccl:quit)) every time when I want to "run" my script. Is this a standard way to "run" a script for common lisp?
Any other suggestion about this?
2) What's the difference between (require 'cxml) and (asdf:operate 'asdf:load-op :cxml)?
They are seems to be the same for my script, which one should I use?
3) ignore it, not a clear question
4) When I want to load some library (such as require 'cxml), it always takes time(3s or even 5s) to load cxml every time when I "run" my script, there is also much log to standard output I show below, it seems like checking something internal. Does it means I have to spent 3-5s to load cxml every time when I want to run a simple test? It seems like a little inefficient and the output is noisy. Any suggestion?
My Script
(require 'cxml) (some-code-using-cxml)
And the output
; Loading system definition from D:/_play_/lispbox-0.7/quicklisp/dists/quicklisp/software/cxml-20101107-git/cxml.asd into #<Package "ASDF0">
;;; Checking for wide character support... yes, using code points.
; Registering #<SYSTEM "cxml-xml">
......
some my script output
---EDIT TO ADD MORE----
5) I must say that I almost forget the way of dumping image to accelerate the loading speed of lisp library. So, what is the normal process for us to develop a (maybe very simple) lisp script?
Base on the answer of what I got now, I guess maybe
a) edit your script
b) test it via a REPL environment, SLIME is a really good choice, and there should be many loop between a <==> b
c) dump the image to distribute it?( I am no sure about this)
6) Furthermore, what is the common way/form for us to release/distribute the final program?
For a lisp library, we just release our source code, and let someone else can "load/require" them.
For a lisp program, we dump a image to distribute it when we confirm that all functions go well.
Am I right?
What form do we use in a real product? Do we always dump all the thing into a image at final to speed up the loading speed?
1) Yes, the normal way to run a whole programme is to use a launcher script. However, windows has much, much better scripting support these days than just the bat interpreter. Windows Scripting Host and PowerShell ship as standard.
1a) During development, it is usual to simply type things in a the REPL (Read-Eval-Print-Loop, i.e. the lisp command line), or to use something like SLIME (for emacs or xemacs) as a development environment. If you don't know what they are, look them up. You may wish to use Cygwin to install xemacs, which will give you access to a range of linux-ish tools.
2) Require is, IIRC, a part of the standard. ASDF is technically not, it is a library that operates to make libraries work more conveniently. ASDF has a bunch of features that you will eventually want if you really get into writing large Lisp programmes.
3) Question unclear, pass.
4) See 1a) - do your tests and modifications in a running instance, thus avoiding the need to load the library more than once (just as you would in Python - you found the python repl, right?). In addition, when your programme is complete, you can probably dump an image which has all of your libraries pre-loaded.
Edit: additional answers:
5) Yes
6) Once you have dumped the image, you will still need to distribute the lisp binary to load the memory image. To make this transparent to the user, you will also have to have a loader script (or binary) to run the lisp binary with the image.
You don't have to start the lisp from scratch and load everything over again each time you want to run a simple test. For more efficient development, interactively evaluate code in the listener (REPL) of a running lisp environment.
For distribution, I use Zachary Beane's Buildapp tool. Very easy to install and use.
Regarding distribution -
I wrote a routine (it's at home and unavailable at the moment) that will write out the current image as a standard executable and quit. It works for both CLISP and SBCL.
I can rummage it up if you like.

Is there a Windowlicker for wxpython?

Having recently read "Growing OO systems guided by tests", I am very impressed with the windowlicker testing utility for java/junit. Basically it wraps the GUI and GUI-interaction with drivers and gestures, so your integration/end-to-end tests can be written neatly like:
//setup
ui.enterUserDetailsFor(newUser)
ui.sendForm()
//assert
ui.showsWelcomeMessage()
All swing-gui-thread synchronization and finding widgets etc is nicely isolated in the framework. Exactly this sort of higher level testing is something I really miss in my current wxPython project. Is there anything at all similar for wxgtk/wxpython?
What I can tell from the windowlicker source it builds on java.awt.robot, if there isn't a windowlicker, is there anything like robot?
I haven't heard of anything specifically for wxPython. You can use the Widget Inspection Tool for some of the stuff you are talking about though. See here:
http://wiki.wxpython.org/Widget%20Inspection%20Tool
There's also the Sikuli project which is GUI-agnostic:
http://groups.csail.mit.edu/uid/sikuli/
Hopefully one of those will help you out.

Deterministic initialization and dependency injection (constructor based)

My demo application I'm working on has a very long startup routine. The application I'm trying to replace with the new ideas log a lot to the console during that (imagine: "now loading data... reticulating splines... login to third party service...").
After spending the whole day learning DI basically from scratch, I create the whole (!) object graph now with a single call to the container. Thank you, everybody here, btw, for providing so many ideas and amazing answers. This community rocks.
But now, what I want to do is to make initialization deterministic again, so I can log in my workflow (I'm using Workflow Foundation 4.0, because I like the declarative style and the fact that I can show people in graphics what happens) when I load data, reticulate splines and all that.
Do you think it would be an acceptable practice to have a "StartupManager" - class (the only singleton in my architecture now, I killed every other "instance getter"!) that will call secondary initialization methods on the objects it got injected (I used buildUp() and property based DI here)?
Reason is that I want to explicitly call the long initialization methods in my workflow activities. Looks amazing in the editor, my boss will be very happy when I present that (he didn't ask for it, it was my idea to spend the weekend doing something, also I think it is a lot of fun).
i assume you're creating your own DI framework for fun and to learn, right? otherwise just use existing one.
no :) you shouldn't have anything static. your algorithm may look like that:
create instance of your DI builder
feed that instance with dependencies definition (from file or programatically)
call your buildUp on that configured builder. this method should return an instance of context
on the context you call give_me_object_x and you should get an object x filled with all dependencies
or just look how spring is built - it's a very good example of well written DI framework

What do you think of developing for the command line first?

What are your opinions on developing for the command line first, then adding a GUI on after the fact by simply calling the command line methods?
eg.
W:\ todo AddTask "meeting with John, re: login peer review" "John's office" "2008-08-22" "14:00"
loads todo.exe and calls a function called AddTask that does some validation and throws the meeting in a database.
Eventually you add in a screen for this:
============================================================
Event: [meeting with John, re: login peer review]
Location: [John's office]
Date: [Fri. Aug. 22, 2008]
Time: [ 2:00 PM]
[Clear] [Submit]
============================================================
When you click submit, it calls the same AddTask function.
Is this considered:
a good way to code
just for the newbies
horrendous!.
Addendum:
I'm noticing a trend here for "shared library called by both the GUI and CLI executables." Is there some compelling reason why they would have to be separated, other than maybe the size of the binaries themselves?
Why not just call the same executable in different ways:
"todo /G" when you want the full-on graphical interface
"todo /I" for an interactive prompt within todo.exe (scripting, etc)
plain old "todo <function>" when you just want to do one thing and be done with it.
Addendum 2:
It was mentioned that "the way [I've] described things, you [would] need to spawn an executable every time the GUI needs to do something."
Again, this wasn't my intent. When I mentioned that the example GUI called "the same AddTask function," I didn't mean the GUI called the command line program each time. I agree that would be totally nasty. I had intended (see first addendum) that this all be held in a single executable, since it was a tiny example, but I don't think my phrasing necessarily precluded a shared library.
Also, I'd like to thank all of you for your input. This is something that keeps popping back in my mind and I appreciate the wisdom of your experience.
I would go with building a library with a command line application that links to it. Afterwards, you can create a GUI that links to the same library. Calling a command line from a GUI spawns external processes for each command and is more disruptive to the OS.
Also, with a library you can easily do unit tests for the functionality.
But even as long as your functional code is separate from your command line interpreter, then you can just re-use the source for a GUI without having the two kinds at once to perform an operation.
Put the shared functionality in a library, then write a command-line and a GUI front-end for it. That way your layer transition isn't tied to the command-line.
(Also, this way adds another security concern: shouldn't the GUI first have to make sure it's the RIGHT todo.exe that is being called?)
Joel wrote an article contrasting this ("unix-style") development to the GUI first ("Windows-style") method a few years back. He called it Biculturalism.
I think on Windows it will become normal (if it hasn't already) to wrap your logic into .NET assemblies, which you can then access from both a GUI and a PowerShell provider. That way you get the best of both worlds.
My technique for programming backend functionality first without having the need for an explicit UI (especially when the UI isn't my job yet, e.g., I'm desigining a web application that is still in the design phase) is to write unit tests.
That way I don't even need to write a console application to mock the output of my backend code -- it's all in the tests, and unlike your console app I don't have to throw the code for the tests away because they still are useful later.
I think it depends on what type of application you are developing. Designing for the command line puts you on the fast track to what Alan Cooper refers to as "Implementation Model" in The Inmates are Running the Asylum. The result is a user interface that is unintuitive and difficult to use.
37signals also advocates designing your user interface first in Getting Real. Remember, for all intents and purposes, in the majority of applications, the user interface is the program. The back end code is just there to support it.
It's probably better to start with a command line first to make sure you have the functionality correct. If your main users can't (or won't) use the command line then you can add a GUI on top of your work.
This will make your app better suited for scripting as well as limiting the amount of upfront Bikeshedding so you can get to the actual solution faster.
If you plan to keep your command-line version of your app then I don't see a problem with doing it this way - it's not time wasted. You'll still end up coding the main functionality of your app for the command-line and so you'll have a large chunk of the work done.
I don't see working this way as being a barrier to a nice UI - you've still got the time to add one and make is usable etc.
I guess this way of working would only really work if you intend for your finished app to have both command-line and GUI variants. It's easy enough to mock a UI and build your functionality into that and then beautify the UI later.
Agree with Stu: your base functionality should be in a library that is called from the command-line and GUI code. Calling the executable from the UI is unnecessary overhead at runtime.
#jcarrascal
I don't see why this has to make the GUI "bad?"
My thought would be that it would force you to think about what the "business" logic actually needs to accomplish, without worrying too much about things being pretty. Once you know what it should/can do, you can build your interface around that in whatever way makes the most sense.
Side note: Not to start a separate topic, but what is the preferred way to address answers to/comments on your questions? I considered both this, and editing the question itself.
I did exactly this on one tool I wrote, and it worked great. The end result is a scriptable tool that can also be used via a GUI.
I do agree with the sentiment that you should ensure the GUI is easy and intuitive to use, so it might be wise to even develop both at the same time... a little command line feature followed by a GUI wrapper to ensure you are doing things intuitively.
If you are true to implementing both equally, the result is an app that can be used in an automated manner, which I think is very powerful for power users.
I usually start with a class library and a separate, really crappy and basic GUI. As the Command Line involves parsing the Command Line, I feel like i'm adding a lot of unneccessary overhead.
As a Bonus, this gives an MVC-like approach, as all the "real" code is in a Class Library. Of course, at a later stage, Refactoring the library together with a real GUI into one EXE is also an option.
If you do your development right, then it should be relatively easy to switch to a GUI later on in the project. The problem is that it's kinda difficult to get it right.
Kinda depends on your goal for the program, but yeah i do this from time to time - it's quicker to code, easier to debug, and easier to write quick and dirty test cases for. And so long as i structure my code properly, i can go back and tack on a GUI later without too much work.
To those suggesting that this technique will result in horrible, unusable UIs: You're right. Writing a command-line utility is a terrible way to design a GUI. Take note, everyone out there thinking of writing a UI that isn't a CLUI - don't prototype it as a CLUI.
But, if you're writing new code that does not itself depend on a UI, then go for it.
A better approach might be to develop the logic as a lib with a well defined API and, at the dev stage, no interface (or a hard coded interface) then you can wright the CLI or GUI later
I would not do this for a couple of reasons.
Design:
A GUI and a CLI are two different interfaces used to access an underlying implementation. They are generally used for different purposes (GUI is for a live user, CLI is usually accessed by scripting) and can often have different requirements. Coupling the two together is not a wise choice and is bound to cause you trouble down the road.
Performance:
The way you've described things, you need to spawn an executable every time the GUI needs to d o something. This is just plain ugly.
The right way to do this is to put the implementation in a library that's called by both the CLI and the GUI.
John Gruber had a good post about the concept of adding a GUI to a program not designed for one: Ronco Spray-On Usability
Summary: It doesn't work. If usability isn't designed into an application from the beginning, adding it later is more work than anyone is willing to do.
#Maudite
The command-line app will check params up front and the GUI won't - but they'll still be checking the same params and inputting them into some generic worker functions.
Still the same goal. I don't see the command-line version affecting the quality of the GUI one.
Do a program that you expose as a web-service. then do the gui and command line to call the same web service. This approach also allows you to make a web-gui, and also to provide the functionality as SaaS to extranet partners, and/or to better secure the business logic.
This also allows your program to more easily participate in a SOA environement.
For the web-service, don't go overboard. do yaml or xml-rpc. Keep it simple.
In addition to what Stu said, having a shared library will allow you to use it from web applications as well. Or even from an IDE plugin.
There are several reasons why doing it this way is not a good idea. A lot of them have been mentioned, so I'll just stick with one specific point.
Command-line tools are usually not interactive at all, while GUI's are. This is a fundamental difference. This is for example painful for long-running tasks.
Your command-line tool will at best print out some kind of progress information - newlines, a textual progress bar, a bunch of output, ... Any kind of error it can only output to the console.
Now you want to slap a GUI on top of that, what do you do ? Parse the output of your long-running command line tool ? Scan for WARNING and ERROR in that output to throw up a dialog box ?
At best, most UI's built this way throw up a pulsating busy bar for as long as the command runs, then show you a success or failure dialog when the command exits. Sadly, this is how a lot of UNIX GUI programs are thrown together, making it a terrible user experience.
Most repliers here are correct in saying that you should probably abstract the actual functionality of your program into a library, then write a command-line interface and the GUI at the same time for it. All your business logic should be in your library, and either UI (yes, a command line is a UI) should only do whatever is necessary to interface between your business logic and your UI.
A command line is too poor a UI to make sure you develop your library good enough for GUI use later. You should start with both from the get-go, or start with the GUI programming. It's easy to add a command line interface to a library developed for a GUI, but it's a lot harder the other way around, precisely because of all the interactive features the GUI will need (reporting, progress, error dialogs, i18n, ...)
Command line tools generate less events then GUI apps and usually check all the params before starting. This will limit your gui because for a gui, it could make more sense to ask for the params as your program works or afterwards.
If you don't care about the GUI then don't worry about it. If the end result will be a gui, make the gui first, then do the command line version. Or you could work on both at the same time.
--Massive edit--
After spending some time on my current project, I feel as though I have come full circle from my previous answer. I think it is better to do the command line first and then wrap a gui on it. If you need to, I think you can make a great gui afterwards. By doing the command line first, you get all of the arguments down first so there is no surprises (until the requirements change) when you are doing the UI/UX.
That is exactly one of my most important realizations about coding and I wish more people would take such approach.
Just one minor clarification: The GUI should not be a wrapper around the command line. Instead one should be able to drive the core of the program from either a GUI or a command line. At least at the beginning and just basic operations.
When is this a great idea?
When you want to make sure that your domain implementation is independent of the GUI framework. You want to code around the framework not into the framework
When is this a bad idea?
When you are sure your framework will never die