ctrl | Conditional Transformer Language Model for Controllable

 by   salesforce Python Version: Current License: BSD-3-Clause

kandi X-RAY | ctrl Summary

kandi X-RAY | ctrl Summary

ctrl is a Python library typically used in Manufacturing, Utilities, Energy, Utilities applications. ctrl has no bugs, it has no vulnerabilities, it has a Permissive License and it has high support. However ctrl build file is not available. You can download it from GitHub.

Large-scale language models show promising text generation capabilities, but users cannot easily control this generation process. We release CTRL, a 1.6 billion-parameter conditional transformer language model, trained to condition on control codes that specify domain, subdomain, entities, relationships between entities, dates, and task-specific behavior. Control codes were derived from structure that naturally co-occurs with raw text, preserving the advantages of unsupervised learning while providing more explicit control over text generation.
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            kandi-support Support

              ctrl has a highly active ecosystem.
              It has 1799 star(s) with 206 fork(s). There are 65 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 25 open issues and 53 have been closed. On average issues are closed in 8 days. There are 1 open pull requests and 0 closed requests.
              OutlinedDot
              It has a negative sentiment in the developer community.
              The latest version of ctrl is current.

            kandi-Quality Quality

              ctrl has 0 bugs and 0 code smells.

            kandi-Security Security

              ctrl has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              ctrl code analysis shows 0 unresolved vulnerabilities.
              There are 0 security hotspots that need review.

            kandi-License License

              ctrl is licensed under the BSD-3-Clause License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              ctrl releases are not available. You will need to build from source code and install.
              ctrl has no build file. You will be need to create the build yourself to build the component from source.
              Installation instructions are not available. Examples and code snippets are available.

            Top functions reviewed by kandi - BETA

            kandi has reviewed ctrl and discovered the below as its top functions. This is intended to give you an instant insight into ctrl implemented functionality, and help decide if they suit your requirements.
            • Calculate the attention layer
            • Calculate dot product attention
            • Split x into multiple heads
            • Generates the position encoding for a given position
            • Define the angle in radians
            • Compute the attention layer
            • Number of words
            • Evaluate softmax
            • Load a tensor from reader
            Get all kandi verified functions for this library.

            ctrl Key Features

            No Key Features are available at this moment for ctrl.

            ctrl Examples and Code Snippets

            Flask-AppBuilder - table Ctrl
            JavaScriptdot img1Lines of Code : 117dot img1License : Non-SPDX (BSD 3-Clause "New" or "Revised" License)
            copy iconCopy
            
            
            app.controller("TableCtrl", function($scope, $http, $attrs, ApiService, loadingManager, alertsManager) {
            
              $scope.filter = "";
              $scope.order_column = "";
              $scope.order_direction = "";
              $scope.page_size = 10;
              $scope.page = 0;
              $scope.base_url  
            Flask-AppBuilder - alerts Ctrl
            JavaScriptdot img2Lines of Code : 43dot img2License : Non-SPDX (BSD 3-Clause "New" or "Revised" License)
            copy iconCopy
            
            app.controller("alertsCtrl", function($scope, alertsManager) {
            
              $scope.alerts = alertsManager.alerts;
            
              $scope.removeAlert = function(message) {
                alertsManager.removeAlert(message);
              }
             });
            
            
            app.controller("ModelCtrl", function($scope, ApiSe  
            Flask-AppBuilder - search Ctrl
            JavaScriptdot img3Lines of Code : 7dot img3License : Non-SPDX (BSD 3-Clause "New" or "Revised" License)
            copy iconCopy
            app.controller("SearchCtrl", function($scope) {
            
              $scope.form_fields = form_fields;
              $scope.search_filters = search_filters;
              $scope.active_filters = active_filters;
              $scope.label_columns = label_columns;
            
            
                console.log($scope);
            });
              

            Community Discussions

            QUESTION

            useLocation hook keeps states even on hard refresh
            Asked 2022-Mar-24 at 17:11

            While working on a project I noticed a weird behavior of the useLocation hook that I can`t find an explanation to.

            I have a button that when clicked it will redirect you to an EditOrder page and will pass a state with it:

            ...

            ANSWER

            Answered 2022-Mar-20 at 22:24

            React's useLocation is based on the history library, which uses the BrowserHistory in web apps.

            Some browsers, like Chrome, persist BrowserHistory state between sessions, while others (like Firefox) do not.

            This is likely why you're seeing this behavior locally but not in a Sandbox. It appears that CodeSandbox's browser clears history state on refresh. It's also why, if you copy the URL into another tab, the redirect works. BrowserHistory is local to a single tab.

            In short, this is intended behavior. Either you need to clear the history state manually or store your application state elsewhere (useContext could be a good choice if you want to persist across pages but not across a refresh).

            Source https://stackoverflow.com/questions/71500670

            QUESTION

            WebSocket not working when trying to send generated answer by keras
            Asked 2022-Feb-17 at 12:52

            I am implementing a simple chatbot using keras and WebSockets. I now have a model that can make a prediction about the user input and send the according answer.

            When I do it through command line it works fine, however when I try to send the answer through my WebSocket, the WebSocket doesn't even start anymore.

            Here is my working WebSocket code:

            ...

            ANSWER

            Answered 2022-Feb-16 at 19:53

            There is no problem with your websocket route. Could you please share how you are triggering this route? Websocket is a different protocol and I'm suspecting that you are using a HTTP client to test websocket. For example in Postman:

            Postman New Screen

            HTTP requests are different than websocket requests. So, you should use appropriate client to test websocket.

            Source https://stackoverflow.com/questions/71099818

            QUESTION

            What is the shortcut to auto indent code in VSCode?
            Asked 2022-Feb-17 at 11:34

            I work with both C++ and Python, however ctrl+k f doesn't seem to auto-indent my code. Is there anything I might be missing?

            If I need to install an extension that is OK, but I would prefer to use a built in method if there is one.

            ...

            ANSWER

            Answered 2021-Aug-22 at 18:41
            1. Press Ctrl+Shift+P to open Command Palette. Type in settings and select Open User Settings.

            2. In Search settings box, input indent to search for settings related to indentation. Select full in Editor: Auto Indent section.

            3. Automatic indentation is now enabled. Changes are saved automatically and applies to all opened files as well.

            But its better to install plugins like linter or formatter or beautifier so you can use commands like Shift + Alt + F to format your code

            Source https://stackoverflow.com/questions/68884005

            QUESTION

            aspnet-codegenerator error: "path is empty"
            Asked 2022-Jan-20 at 15:49

            I'm attempting to scaffold the Identity pages for a new .NET 6.0 project (created from the ASP.NET Core MVC template). When I run the following command I get the error "path is empty" (I also included the build command output to show the project builds successfully).

            ...

            ANSWER

            Answered 2022-Jan-20 at 15:49

            As mentioned by the comment on the question and on this site

            https://github.com/dotnet/Scaffolding/issues/1713

            Removing the nuget package Microsoft.AspNetCore.Identity from all projects in the relevant solution solves the problem.

            In many cases (also in mine) its enough to reference the nuget package Microsoft.AspNetCore.Identity.EntityFrameworkCore

            Source https://stackoverflow.com/questions/70119631

            QUESTION

            Android Studio strange code sub-windows after upgrade to Arctic Fox (2020.3.1)
            Asked 2022-Jan-14 at 09:18

            After Android Studio upgraded itself to version Arctic Fox, I now get these strange sub-windows in my code editor that I can't get rid of. If I click in either of the 2 sub-windows (a one-line window at the top or a 5-line window underneath it (see pic below), it scrolls to the code in question and the sub-windows disappear. But as soon as I navigate away from that code, these sub-windows mysteriously reappear. I can't figure out how to get rid of this.

            I restarted Studio and it seemed to go away. Then I refactored a piece of code (Extract to Method Ctrl+Alt+M) and then these windows appeared again. Sometimes these windows appear on a 2nd monitor instead of on top of the code area on the monitor with Android Studio. But eventually they end up back on top of my code editor window.

            I have searched hi and low for what this is. Studio help, new features, blog, etc. I am sure that I am just using the wrong terminology to find the answer, so hoping someone else knows.

            ...

            ANSWER

            Answered 2021-Aug-15 at 15:29

            Just stumbled upon the same thing (strange windows upon attempting to refactor some code after updating to Arctic Fox). After a lot of searching around the options/menus/internet this fixed it for me:

            Navigate to:

            File > Settings... > Editor > Code Editing

            under

            Refactorings > Specify refactoring options:

            select

            In modal dialogs

            Press OK.

            Fingers crossed refactoring works.

            🤞

            Further step: Restart Android Studio

            Source https://stackoverflow.com/questions/68682622

            QUESTION

            Eclipse 2021-09 code completion not showing all methods and classes
            Asked 2021-Dec-09 at 03:52

            Hi some days before I updated my eclipse 2021-06 to 2021-09 and after that its code completion will not show all the methods and classes. For example if I type frame.setS, then it is showing no default proposals.

            But At the same time when I type frame.setC and press ctrl+space, it is working This is the

            Also in my settings everything is checked.

            What I have tried
            1. I searched the web and found many stack overflow questions and I tried the answers. But it didn't work

            2. I deleted the .metedata folder and uninstalled and reinstalled eclipse for 5 times.

            3. I tried installing eclipse from installer and zip.

            Is this a bug or something.

            I have also installed the java 17 plugin from eclipse marketplace.

            Edit

            In eclipse 2021-12 (4.22) which released yesterday (08-12-21), java.awt.* is not filtered out. So no problem. Also it has Java-17 support..

            ...

            ANSWER

            Answered 2021-Oct-27 at 11:46

            In Eclipse 2021-09 (4.21) everything of java.awt.* is filtered out in the content assist by default.

            To disable this default filter, go to the preferences (Window > Preferences; in macOS in the application menu) Java > Appearance > Type Filters and uncheck the checkbox java.awt.*.

            I reported it to Eclipse and it has been fixed within two weeks, so it will be in the next release Eclipse 2021-12 (4.22) that will be released on December 8, 2021 (and also sooner in the milestone builds starting with M2):

            Source https://stackoverflow.com/questions/69357171

            QUESTION

            Using http-server to activate server got TypeError: Readable.from is not a function
            Asked 2021-Dec-08 at 06:42

            Im currently adding pwa to my new angular project.

            C:\Users\alan_yu\angular-pwa>http-server -p 8080 -c-1 dist/angular-pwa

            ...

            ANSWER

            Answered 2021-Dec-08 at 06:42

            stream.Readable.from function added in: node v12.3.0, v10.17.0

            After updating node from V12.2.0 to v13.13.0 (at least v12.3.0), the http-server works well.

            Ref: Node.js doc

            Source https://stackoverflow.com/questions/69657263

            QUESTION

            Disabling the "Length Authoring Tools" (css unit selector) in Chrome Devtools Inspector
            Asked 2021-Nov-18 at 14:28

            The undesired functionality
            In Chrome 95 there was introduced new functionality where the user can hover and click on the unit part of a css value to hotswap the unit.
            The feature is part of a package solution that has been labeled "Length Authoring Tools" in the release notes, and can be seen in action and described in detail in the release notes on the official blog.

            How can this feature be disabled?

            Issue 1:

            If a css-line in the inspector says padding: 0 10px; then the user can click the px-part of the line and open a selector that let's the user swap px to other units such as rem,vmax or in.
            Clicking this part of the value no longer lets the user edit the entire value quickly. Most users already know what unit they desire to use beforehand, so they do not need to be helped to accidentally select pt or vw when working exclusively with px everywhere else.

            Issue 2:

            When selecting and copying properties from the inspector there is now inserted whitespaces/new lines between the value and the unit since the unit portion seems to be considered a separate element. This makes prototyping in the devtools and copy/pasting to external documents very tedious and broken.

            ...

            ANSWER

            Answered 2021-Nov-18 at 14:28

            Updated answer 2021-11-16:

            An option has been added to disable Length Authoring Tools in Chrome 96.

            The following is mentioned in the official release notes for Chrome 96.

            To disable Length Authoring Tools, navigate to this location in the DevTools and uncheck the checkbox:
            Settings > Experiments > Enable CSS length authoring tools in the Styles pane.


            But... The main issues regarding Length Authoring Tools have also been fully remedied in Chrome 96.

            The initial incentive to disable these tools has been greatly diminished because of this.

            A chevron will now appear to the right of the hovered value instead of reacting to clicks to the entire unit portion of it.

            Copy paste now also works as intended.


            Conclusion:
            It is now possible to disable the Length Authoring Tools, but you might no longer need to.


            Old answer:

            You can't. (Though fixes are coming!)
            It is not possible to toggle this feature in the current live stable release ( Chrome 95.0.4638.69 ).

            Fixes have been added to Chromium ( [1], [2], [3] ) that are slowly making their way to the stable release of Chrome.

            But help is on its way...

            Chrome 96 is scheduled to be released on November 16 2021 (source), or ~3 weeks after October 28 according to this official tweet. It will at least contain a revert to free text editing of css properties (source). Hopefully version 96 will address the issue completely, but if it doesn't then the next major release is scheduled for January 4 2021 (If this issue is unresolved by then somebody at Google should be fired).

            As for now, Chrome Canary seems to have these fixes implemented and might be considered an alternative solution to the issue if you find the current state of Length Authoring Tools unbearable.

            Please be advised that Chrome Canary can be quite unstable.



            This question and answer will be edited and corrected once there are real fixes in the live stable version.

            Source https://stackoverflow.com/questions/69719071

            QUESTION

            Printing dynamic table - how to make as good as possible
            Asked 2021-Nov-05 at 15:52

            I'm generating dynamically table N columns x M rows

            and I'm trying to make it print with default printing options as good as possible

            So,

            Whenever we're printing the table on A1/A2/A3/A4 paper, then table should TRY to occup full one piece of paper, its avaliable space with as biggest font as possible (people who will read it may not have perfect eyesight)

            But when I go to e.g Microsoft Edge (it has tools to manipulate scaling, margins and stuff, so that's why I used it, which kinda worries me too, that printing results on Chrome/FF/Edge may vary)

            and use preview (CTRL+P), then it always either takes more than one page, or uses only e.g 40% of avaliable space

            A4 paper, no margins:

            fit to the printing area:

            real size:

            Part of Code:

            ...

            ANSWER

            Answered 2021-Oct-30 at 10:24

            I looked at your code, did some work on it and got this working... I hope it is to your satisfaction. I have reduced the characters in the code below in order to meet StackOverflow's 30,000 characters limit. To get the full code, go to Fit-To-Print-Area : GitHub Gist . You can find screenshots below of the outcome

            Source https://stackoverflow.com/questions/69744038

            QUESTION

            Linux Evdev Poll Lag
            Asked 2021-Oct-11 at 00:37

            I'm on a laptop with 2 connected keyboards (built-in and USB). I'm obtaining these connected keyboards with libudev and using epoll to poll them for input via the evdev interface:

            ...

            ANSWER

            Answered 2021-Oct-10 at 14:58

            I have tested your program in my ubuntu desktop (20.04), same isusse happend. But when i enter CLI mode (CTRL + ALT + F3), run the program again, there's no problem.

            then I go back to GUI mode, append current timestamp to printf("ns per frame...), rebuild and run, simultaneously enter keys on two keyboards, the program stop output, but if i stop typing, after a short time of lag, logs with timestamp during the lag time will gushing out. So it seems that there's no problem with the program, maybe a BUG of Xorg affected all desktop softwares.

            I found this post: https://askubuntu.com/questions/1044985/using-2-keyboards-at-the-same-time-create-annoying-input-lag

            Source https://stackoverflow.com/questions/69421367

            Community Discussions, Code Snippets contain sources that include Stack Exchange Network

            Vulnerabilities

            No vulnerabilities reported

            Install ctrl

            You can download it from GitHub.
            You can use ctrl like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.

            Support

            We consulted extended members of the AI community in the responsible publication of this model. In particular, a preview of a Partnership on AI (PAI) project relating to AI research publication norms was considered prior to the release of this work. While this PAI project is as-yet unpublished, it is informed by companies, organizations, and people differently affected by artificial intelligence and presents key considerations to evaluate before publishing potentially high-impact research.
            Find more information at:

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            CLONE
          • HTTPS

            https://github.com/salesforce/ctrl.git

          • CLI

            gh repo clone salesforce/ctrl

          • sshUrl

            git@github.com:salesforce/ctrl.git

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