Meta’s Latest Llama AI Tool Can Fix Your Code Mistakes – SlashGear
After releasing generative AI models that can handle text content, audio, and translation, Meta has now turned its attention to code. The company has introduced Code Llama, a version of its large language model that is tailored specifically to coding. At its core, this model takes text prompts and turns them into code in the same way ChatGPT and DALL-E2 would respond if asked to write a few paragraphs or create an image, respectively.
Meta won’t be the first player to push generative AI smarts into the world of coding. For example, Microsoft recently integrated GPT-4 capabilities into the GitHub Copilot system to assist developers. In April 2023, Google also pushed advanced reasoning and mathematical capabilities for its Bard AI, which allows it to assist with programming tasks like code generation. With Code Llama, Meta wants to let users generate original code and also get help with fixing their existing code.
“It has the potential to make workflows faster and more efficient for developers and lower the barrier to entry for people who are learning to code,” says Meta. Interestingly, the prompts given by users can either be in natural language or code snippets. Depending on the nature of the prompt, Code LLama can generate new code, act as some sort of auto-complete engine (like GitHub Copilot), and help resolve bugs. Right now, Code Llama supports some of the most common programming languages, including C++, Python, Javascript, and PHP.
Different models for different needs
Nadeem Sarwar/SlashGear
Meta trained Code Llama on datasets comprised of, expectedly enough, code snippets. The company claims that Code Llama was ahead of its rivals in popular coding benchmarks like HumanEval. Meta is releasing Code Llama in three sizes ranging: 7 billion parameters, 13 billion parameters, and 34 billion parameters. The lower-end model will be useful for less-demanding tasks, whereas the higher-end model has more demanding hardware needs, but also greater capabilities.
For example, the basic 7B tier can be run on a machine with a single GPU; it is suitable for low-latency tasks like code completion. The 13B model offers a slightly more powerful fill-in-the-middle (FIM) capability, while the 34B variant is for experts seeking advanced code assistance with heavy code generation, block insertion, and debugging — assuming they have the hardware to handle it.
Meta
Additionally, Meta created two other variants of Code Llama based on the coding environment. Code Llama Python targets Python, which is one of the most efficient and widely used programming languages for AI and machine learning tasks. The other iteration is Code Llama — Instruct, which is better suited for natural language prompts and aimed at non-experts looking to generate code. Of course, it isn’t perfect, though Meta does claim it delivers safer responses compared to rivals. Meta has released Code Llama on GitHub alongside a research paper that offers a deeper dive into the code-specific generative AI tool.
Related News & Content
-
Use wp.media templates to create totally custom modal
Use wp.media templates to create totally custom modal,Following up on this answer I'm trying to determine how to create a modal with completely unique menu items/content than the media modal. If you add a new state you can add a new menu tab and hav... -
Get post by tag
Get post by tag,I want to get several post by tag. So I try to use get_posts() function: <?php $args = array( 'numberposts' => '3', 'post_status' => 'publish', 'tag' => 'travel' ); $ -
Elementor + ACF: How to insert dynamic JSON-LD formatted code into ACF field without sanitizing the script tag?
Elementor + ACF: How to insert dynamic JSON-LD formatted code into ACF field without sanitizing the script tag?,On a normal website, I am able to add JSON-LD structured data, such as below, into a Elementor HTML widget, in a proper way. However, as soon as I insert JSON-LD format into an ACF field (Textarea)... -
Gutenberg InnerBlocks noallowedblocks on parent but allowedblock on Child
Gutenberg InnerBlocks noallowedblocks on parent but allowedblock on Child,This is a continuation of the following post: Custom Gutenberg block with nested InnerBlocks renderAppender not displaying add button I solved one problem but created a different problem. I'm recr... -
Delay Issue: Using Wget with JSON Endpoint – Need Help Understanding Headers
Delay Issue: Using Wget with JSON Endpoint – Need Help Understanding Headers,On a WooCommerce website, I have a REST endpoint created with register_rest_route that returns a JSON response. To perform a routine with a certain frequency and urgency, I have added this instruct... -
How do I change top header background color
How do I change top header background color,Please refer to website: https://virginiafrank.com I cannot get the top header background color (or phone numbers) to change color. I would prefer the background gold and text black. I can't make t... -
How to display the_tags() as plain text
How to display the_tags() as plain text,the_tags by default is displaying as URL. I need to display it as plain text to insert inside HTML attribute. <?php $tag = the_tags(''); ?> <div class="image-portfolio" data-section... -
Give to site admin the option to "skip confirmation email" when adding new user
Give to site admin the option to "skip confirmation email" when adding new user,in wordpress multisite when we give to site admin the option to add new users, site admin dont have the "checkbox" to add the new user without sending the user email with link activation (see the -
Facing Hamas and Tehran, Israel is left with only vengeful madness | Opinion
Facing Hamas and Tehran, Israel is left with only vengeful madness | Opinion,Despite the Terrible Disaster on October 7, and the Failures It Exposed, Israel Is Still Convinced That the Image of the Mad Man Will Ensure Its Security -
Carol Kirkwood stuns in figure-hugging dress amid BBC Breakfast technical chaos
Carol Kirkwood stuns in figure-hugging dress amid BBC Breakfast technical chaos,CAROL Kirkwood stunned in a figure-hugging dress amid a technical blunder. BBC Breakfast was flung into chaos this morning after a string of sound issues. However Carol, 61, was all smiles as she p… -
Families ‘to sue prison’ where loud inmates ‘terrorise kids’ with screaming
Families 'to sue prison' where loud inmates 'terrorise kids' with screaming,Residents living next door to a new prison who say their kids have to sleep wearing headphones and some leave during weekends due to the racket are threatening to sue the prison service -
Doctor Strange’s Secret Wars Role May Be More Important Than You Thought – Looper
Doctor Strange's Secret Wars Role May Be More Important Than You Thought - Looper,According to entertainment leaker Alex Perez, Doctor Strange will find himself confronting his inner struggles as he headlines "Avengers: Secret Wars." -
I’ll Show You The Inside Of 12 Disney Homes, All You Have To Do Is Tell Me Which Movie They’re From
I'll Show You The Inside Of 12 Disney Homes, All You Have To Do Is Tell Me Which Movie They're From,I believe in you. -
Here’s to Our Favorite Tortured Poets
Here’s to Our Favorite Tortured Poets,Taylor Swift and her various modern idiots join a long line of pop-culture poets sanctimoniously performing soliloquies, from real-life figures (‘Shakespeare in Love’) to the fictional but equally tortured (‘Dead Poets Society’). -
‘What Jennifer Did’: Netflix doc explores shocking Ont. murder-for-hire case
'What Jennifer Did': Netflix doc explores shocking Ont. murder-for-hire case,Most of Jennifer Pan's entire life was made up of lies. When her parents began to catch on, she decided to bring in hired hitmen. -
What’s behind the lack of enthusiasm for this year’s music festivals?
What's behind the lack of enthusiasm for this year's music festivals?,The public sentiment about this year's crop of music festivals is an overwhelming "meh." There are good reasons for this. -
JERA backs AboitizPower’s plan to build offshore wind projects
JERA backs AboitizPower’s plan to build offshore wind projects,JERA Co. Inc., Japan’s largest power generation company, is willing to back Aboitiz Power Corp. should it decide to pursue offshore wind projects. -
Insurance penetration declines to 1.75% of GDP
Insurance penetration declines to 1.75% of GDP,The insurance industry saw its net income slightly decline to almost P10 billion in the first quarter amid a drop in the life segment.
Warning: file_get_contents(https://www.scienceradars.com/wp-output-content.php?pg=1&cat=&kw=&lvl=): Failed to open stream: HTTP request failed! HTTP/1.1 526 in /home/wwwroot/xuenou.com/wp-content/themes/chromenews/template-parts/content.php on line 169
Warning: file_get_contents(https://www.bayuexiang.com/wp-output-content.php?pg=1&cat=&kw=&lvl=): Failed to open stream: HTTP request failed! HTTP/1.1 526 in /home/wwwroot/xuenou.com/wp-content/themes/chromenews/template-parts/content.php on line 173
![iFi's GO Bar Kensei Dongle DAC Supports K2HD Technology With Some Samurai Swagger [Updated]](https://i0.wp.com/cdn.ecoustics.com/db0/wblob/17BA35E873D594/33FF/45A11/QTXOLJR4xDKSNMMk2WlTgjaIlvSgcYpeU1xJzUwIoYs/ifi-go-bar-kensei.jpg?w=768&ssl=1 "iFi's GO Bar Kensei Dongle DAC Supports K2HD Technology With Some Samurai Swagger [Updated]")
