General Dev>In The News

Can programming languages boost each other via instruction tuning?

CommunityNews

CommunityNews

Can programming languages boost each other via instruction tuning?

Can Programming Languages Boost Each Other via Instruction Tuning?.
When human programmers have mastered a programming language, it would be
easier when they learn a new programming language. In this report, we focus on
exploring whether programming languages can boost each other during the
instruction fine-tuning phase of code large language models. We conduct
extensive experiments of 8 popular programming languages (Python, JavaScript,
TypeScript, C, C++, Java, Go, HTML) on StarCoder. Results demonstrate that
programming languages can significantly improve each other. For example,
CodeM-Python 15B trained on Python is able to increase Java by an absolute
17.95% pass@1 on HumanEval-X. More surprisingly, we found that CodeM-HTML 7B
trained on the HTML corpus can improve Java by an absolute 15.24% pass@1. Our
training data is released at https://github.com/NL2Code/CodeM.

Read in full here:

This thread was posted by one of our members via one of our news source trackers.

View thread on forum
#programming#languages
0 538 0

Where Next?

View thread on forum
programming
languages
Home General Dev>In The News
#programming#languages
0 538 0
Last post

Popular General Dev topics Top

First poster: mafinar
General Dev>In The News

Top 5 programming languages for web developers to learn
The following languages will help current and new web developers navigate the programming landscape to code web-based services and apps t...
techrepublic.com
#programming#languages#web
59 2557 24
New
First poster: AstonJ
General Dev>In The News

Wearable Microphone Jamming
We engineered a wearable microphone jammer that is capable of disabling microphones in its user’s surroundings, including hidden micropho...
sandlab.cs.uchicago.edu
/security
7 1834 3
New
First poster: bot
General Dev>In The News

Logitech Pop Keys review: Reliable wireless mechanical keyboard with a divisive style
Mediocre typing feel overshadows reliable wireless and fantastic battery life.
arstechnica.com
/keyboards#review
0 1557 0
New
CommunityNews
General Dev>In The News

LiveKit – open-source, high performance WebRTC infrastructure
GitHub - livekit/livekit: Scalable, high-performance WebRTC SFU. SDKs in JavaScript, React, React Native, Flutter, Swift, Kotlin, Unity/C...
github.com
#infrastructure#performance#webrtc
1 1773 1
New
First poster: bot
General Dev>In The News

Matrix web-based green code rain, made with love
GitHub - Rezmason/matrix: matrix (web-based green code rain, made with love). matrix (web-based green code rain, made with love) - GitHu...
github.com
#green
1 657 0
New
First poster: bot
General Dev>In The News

Jailbreak Chat: A collection of ChatGPT jailbreaks
Jailbreak Chat. Collection of ChatGPT jailbreak prompts
jailbreakchat.com
#chat#chatgpt
0 1741 0
New
CommunityNews
General Dev>In The News

Testing Intel’s Arc A770 GPU for Deep Learning
Christian Mills - Testing Intel’s Arc A770 GPU for Deep Learning Pt. 2. This post covers my experience training image classification mod...
christianjmills.com
#testing#learning#intel
0 1940 0
New
CommunityNews
General Dev>In The News

SLUM: The Shadow Library Uptime Monitor
SLUM: The Shadow Library Uptime Monitor. This dashboard tracks the availability of popular shadow libraries in real time from a US-based...
open-slum.org
#library#monitor
0 2891 0
New
First poster: alvinkatojr
General Dev>In The News

Knowing CSS is mastery to Front end Development
There are countless articles why developers should not focus on Frameworks too much and instead learn to understand the underlying langua...
helloanselm.com
#css#development
2 745 1
New
CommunityNews
General Dev>In The News

DeepSeek-V3 Technical Report
We present DeepSeek-V3, a strong Mixture-of-Experts (MoE) language model with 671B total parameters with 37B activated for each token. To...
arxiv.org
/deepseek
0 891 0
New

Other popular topics Top

PragmaticBookshelf
General Dev>Learning Resources

Seven More Languages in Seven Weeks
Learn from the award-winning programming series that inspired the Elixir language, and go on a step-by-step journey through the most impo...
pragprog.com
#pragprog/elixir/julia/lua#published-book#factor/elm#minikanren/idris/book-seven-more-languages-in-seven-weeks
4 5862 0
New
PragmaticBookshelf
Backend>Learning Resources

Seven Languages in Seven Weeks
Ruby, Io, Prolog, Scala, Erlang, Clojure, Haskell. With Seven Languages in Seven Weeks, by Bruce A. Tate, you’ll go beyond the syntax—and...
pragprog.com
#pragprog/clojure/erlang/haskell/prolog/ruby/scala#published-book/book-seven-languages-in-seven-weeks
5 5730 1
New
Exadra37
General Dev>Hardware

What monitor(s) do you have for programming?
Please tell us what is your preferred monitor setup for programming(not gaming) and why you have chosen it. Does your monitor have eye p...
#monitors#coding#programming#development
227 11362 88
New
DevotionGeo
Backend>Questions

Can someone explain the -t option/flag in docker run command?
I know that -t flag is used along with -i flag for getting an interactive shell. But I cannot digest what the man page for docker run com...
#docker
7 10261 2
New
Exadra37
Linux>Questions

What is the most minimalist Linux server distro?
I am asking for any distro that only has the bare-bones to be able to get a shell in the server and then just install the packages as we ...
#linux#servers
66 25846 24
New
DevotionGeo
General Dev>Dev Chat

The V Programming Language
The V Programming Language Simple language for building maintainable programs V is already mentioned couple of times in the forum, but I...
#programminguages/v
21 13874 7
New
PragmaticBookshelf
Backend>Learning Resources

Programming WebRTC
Use WebRTC to build web applications that stream media and data in real time directly from one user to another, all in the browser. ...
pragprog.com
#pragprog#published-book/js#webrtc/book-programming-webrtc
27 6969 6
New
PragmaticBookshelf
Backend>Learning Resources

Programming Ruby 3.2 (5th Edition)
Programming Ruby is the most complete book on Ruby, covering both the language itself and the standard library as well as commonly used t...
twitter.com
#pragprog/ruby/rails#published-book/book-programming-ruby-3-2-5th-edition
28 8550 13
New
AnfaengerAlex
Android>Questions

Unresolved Reference to android in build.gradle.kts – Beginner Issue
Hello, I’m a beginner in Android development and I’m facing an issue with my project setup. In my build.gradle.kts file, I have the foll...
#binding
0 7460 2
New
PragmaticBookshelf
Backend>Learning Resources

Simplicity
Fight complexity and reclaim the original spirit of agility by learning to simplify how you develop software. The result: a more humane a...
pragprog.com
#pragprog#published-book/book-simplicity
10 6553 8
New
Back to top

Sponsor Spotlight

Pragmatic Bookshelf

Practical resources that improve the lives of professional developers.

General Dev>In The News

General Dev In The News ❯

Latest on Devtalk

Devtalk ❯

We ❤️ helpful members!

We reward our most helpful members via our MOTM scheme - by giving away a whopping 25 books per year!

Member of the Month

Devtalk Sponsors

Pragmatic Bookshelf

Practical resources that improve the lives of professional developers.

Erlang Solutions

We build trusted fault-tolerant systems that scale to billions of users.

Honeybadger

Real-time error tracking, performance insights, and observability for devs.

EEF

Supporting innovation across the BEAM ecosystem.

coders51

We build reliable cloud platforms for business-critical systems.

Manning Publications

Develop your skills with books, videos, and courses.

AppSignal

Catch errors, track performance, monitor hosts and more.

WyeWorks

Enabling companies to succeed by building software people love.

Pragmatic Studio

Courses that move you from confusion to "Aha, now I get it!"

Linux New Media

Publishing Linux Magazine, ADMIN, and MakerSpace for 25+ years.

View all our sponsors ❯

Categories:

Sub Categories:

Popular Portals

Devtalk Sponsors

Pragmatic Bookshelf

Practical resources that improve the lives of professional developers.

Erlang Solutions

We build trusted fault-tolerant systems that scale to billions of users.

Honeybadger

Real-time error tracking, performance insights, and observability for devs.

EEF

Supporting innovation across the BEAM ecosystem.

coders51

We build reliable cloud platforms for business-critical systems.

Manning Publications

Develop your skills with books, videos, and courses.

AppSignal

Catch errors, track performance, monitor hosts and more.

WyeWorks

Enabling companies to succeed by building software people love.

Pragmatic Studio

Courses that move you from confusion to "Aha, now I get it!"

Linux New Media

Publishing Linux Magazine, ADMIN, and MakerSpace for 25+ years.

View all our sponsors ❯

We're in Beta

About us Mission Statement See our Roadmap