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
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

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
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version
Free Trial

Pricing

Free
Free Version
Free Trial

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
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

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
CodeQwen

CodeQwen

Alibaba
Goose

Goose

Block
Llama 2

Llama 2

Meta
ChatGPT Pro

ChatGPT Pro

OpenAI

Categories

Categories

Integrations

AlphaEarth Foundations
BLACKBOX AI
C++
CodeQwen
Codeforces
Deep Infra
GitHub
Google Skills
IONOS Cloud AI Model Hub
Llama
Llama 2
Llama 3.1
Llama 3.2
Llama 3.3
Meta AI
Ollama
OwlProxy
Python
Tabby
WeatherNext

Integrations

AlphaEarth Foundations
BLACKBOX AI
C++
CodeQwen
Codeforces
Deep Infra
GitHub
Google Skills
IONOS Cloud AI Model Hub
Llama
Llama 2
Llama 3.1
Llama 3.2
Llama 3.3
Meta AI
Ollama
OwlProxy
Python
Tabby
WeatherNext
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