The most capable AI model for generating and discussing code at scale.
What is Code Llama 70B?
Code Llama 70B is a state-of-the-art large language model specialized for code generation and discussion, developed and released by Meta AI. It is part of the Llama family of open-source models, built upon a transformer architecture and trained on a massive dataset of publicly available code. This 70-billion-parameter model excels at generating code snippets, completing functions, debugging existing code, and explaining programming concepts across numerous languages like Python, Java, and C++. Its capabilities make it a powerful tool for software developers, data scientists, and engineering teams seeking to accelerate development cycles and reduce boilerplate coding tasks. By integrating Code Llama 70B into workflows, businesses can enhance productivity, assist with code review, and streamline the prototyping of new features. For teams exploring complementary AI tools for development, resources like https://ai-plaza.io/ai/github-copilot offer a point of comparison. According to a technical overview by Meta, the model is designed for both research and commercial use, providing a balance of performance and efficiency for enterprise-scale applications (source: Meta AI, “Code Llama: Open Foundation Models for Code”).
Key Findings
- Code Generation: Produces high-quality code snippets across multiple programming languages with precision.
- Advanced Debugging: Identifies and resolves complex software bugs efficiently through intelligent analysis tools.
- Seamless Integration: Connects effortlessly with existing development environments and popular version control systems.
- Contextual Understanding: Interprets lengthy code blocks and technical documentation to provide relevant suggestions.
- Multi-Language Support: Writes and explains code in numerous programming languages from Python to Rust.
- Rapid Prototyping: Accelerates initial project development by quickly generating functional code drafts.
- Error Explanation: Clearly describes the cause and potential fixes for encountered coding errors.
- Team Collaboration: Enhances developer teamwork with shared code analysis and consistent style outputs.
- Secure Coding: Promotes best practices to avoid vulnerabilities and build robust, safe applications.
- Customizable Outputs: Tailors code suggestions to match specific project requirements and team guidelines.
Who is it for?
Programmer
- Debugging complex logic
- Writing boilerplate code
- Code review assistance
- Explaining dense code
- Generating test cases
Startup Founder
- Prototyping a feature
- Automating investor updates
- Evaluating technical feasibility
- Drafting technical specs
- Troubleshooting a build error
IT or DX Manager
- Assessing legacy system migration
- Creating integration scripts
- Documenting internal APIs
- Generating security review code
- Training junior developers
Pricing
Code Llama 70B @ $0.90 per 1M input tokens
- Input tokens priced at $0.90 per 1M tokens
- Output tokens priced at $0.90 per 1M tokens
- Maximum input capacity of 4,096 tokens
- Maximum output length of 4,096 tokens
Llama 2 Chat (70B) On-Demand @ $0.00195 per 1,000 input tokens
- Price per 1,000 input tokens: $0.00195
- Price per 1,000 output tokens: $0.00256
Llama 2 Pretrained (70B) Custom Model Inference @ $23.50 per model unit per hour (no-commit Provisioned Throughput)
- Price to train 1,000 tokens: $0.00799
- Price to store each custom model: $1.95 per month
- Price per hour per model unit for 1-month commitment: $21.18
- Price per hour per model unit for 6-month commitment: $13.08
Llama 3.3 70B @ $0.88 per 1M input tokens
- Price per 1M input tokens: $0.88
- Price per 1M output tokens: $0.88
Llama 3 70B @ $0.59 per 1M input tokens
- Price per 1M input tokens: $0.59
- Price per 1M output tokens: $0.79
Llama 3.1-70b-instruct @ $0.52 per 1M input tokens
- Price per 1M input tokens: $0.52
- Price per 1M output tokens: $0.75
meta-llama-3-70b-instruct @ $0.65 per 1M input tokens
- Price per 1M input tokens: $0.65
- Price per 1M output tokens: $2.75