AlphaCode

AlphaCode

Google DeepMind
+
+

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About

Creating solutions to unforeseen problems is second nature in human intelligence, a result of critical thinking informed by experience. The machine learning community has made tremendous progress in generating and understanding textual data, but advances in problem-solving remain limited to relatively simple maths and programming problems, or else retrieving and copying existing solutions. As part of DeepMind’s mission to solve intelligence, we created a system called AlphaCode that writes computer programs at a competitive level. AlphaCode achieved an estimated rank within the top 54% of participants in programming competitions by solving new problems that require a combination of critical thinking, logic, algorithms, coding, and natural language understanding. AlphaCode uses transformer-based language models to generate code at an unprecedented scale, and then smartly filters to a small set of promising programs.

About

Code Llama is a large language model (LLM) that can use text prompts to generate code. Code Llama is state-of-the-art for publicly available LLMs on code tasks, and has the potential to make workflows faster and more efficient for current developers and lower the barrier to entry for people who are learning to code. Code Llama has the potential to be used as a productivity and educational tool to help programmers write more robust, well-documented software. Code Llama is a state-of-the-art LLM capable of generating code, and natural language about code, from both code and natural language prompts. Code Llama is free for research and commercial use. Code Llama is built on top of Llama 2 and is available in three models: Code Llama, the foundational code model; Codel Llama - Python specialized for Python; and Code Llama - Instruct, which is fine-tuned for understanding natural language instructions.

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Supported
Mac Supported
Linux Supported
Cloud Supported
On-Premises Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

Developers and anyone seeking a solution to generate code and improve their algorithms

Audience

Users interested in a powerful, free, open source large language model for coding

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Not Supported

API

Offers API Not Supported

API

Offers API Not Supported

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version Not Supported
Free Trial Not Supported

Pricing

Free
Open source
Free Version Supported
Free Trial Not Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation Supported
Webinars Supported
Live Online Not Supported
In Person Not Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Company Information

Google DeepMind
United States
www.deepmind.com/blog/competitive-programming-with-alphacode

Company Information

Meta
Founded: 2004
United States
ai.meta.com/blog/code-llama-large-language-model-coding/

Alternatives

Alternatives

AlphaEvolve

AlphaEvolve

Google DeepMind
CodeGemma

CodeGemma

Google
CodeBuddy

CodeBuddy

Tencent Cloud
CodeQwen

CodeQwen

Alibaba
ChatGPT Pro

ChatGPT Pro

OpenAI
Llama 2

Llama 2

Meta
Goose

Goose

Block
Llama 3

Llama 3

Meta

Categories

AI Code Generators Supported
AI Tools Supported

Categories

Integrations

1min.AI Not Supported
BLACKBOX AI Not Supported
C++ Supported
CodeQwen Not Supported
Deep Infra Not Supported
GitHub Supported
Google Skills Supported
IONOS Cloud AI Model Hub Not Supported
Llama Not Supported
Llama 2 Not Supported
Llama 3 Not Supported
Llama 3.1 Not Supported
Llama 3.2 Not Supported
Llama 3.3 Not Supported
Meta AI Not Supported
Ollama Not Supported
OwlProxy Supported
Pipeshift Not Supported
Tabby Not Supported
WeatherNext Supported

Integrations

1min.AI Supported
BLACKBOX AI Supported
C++ Not Supported
CodeQwen Supported
Deep Infra Supported
GitHub Not Supported
Google Skills Not Supported
IONOS Cloud AI Model Hub Supported
Llama Supported
Llama 2 Supported
Llama 3 Supported
Llama 3.1 Supported
Llama 3.2 Supported
Llama 3.3 Supported
Meta AI Supported
Ollama Supported
OwlProxy Not Supported
Pipeshift Supported
Tabby Supported
WeatherNext Not Supported
Claim AlphaCode and update features and information
Claim AlphaCode and update features and information
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Claim Code Llama and update features and information