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Code Llama 70B

Code Llama 70B: Your AI pair programmer for complex coding.

A tradução deste card ainda não está disponível; parte do conteúdo aparece em inglês.

Sobre este modelo

Code Llama 70B is a state-of-the-art language model fine-tuned for code generation and understanding. It excels at translating natural language instructions into functional code, explaining existing code, and assisting with debugging. Whether you're a beginner learning to code or an experienced developer tackling a complex project, this model acts as a knowledgeable assistant.

Use Code Llama 70B when you need to quickly prototype a function, understand a snippet of unfamiliar code, or find a bug. It supports a wide range of programming languages and can handle large contexts, making it suitable for whole-file analysis and generation. Its distinctive strength lies in its ability to reason about code logic and produce accurate, efficient solutions.

What sets Code Llama 70B apart is its scale and specialization. With 70 billion parameters, it captures deep patterns in code, enabling it to generate more coherent and context-aware responses than smaller models. It is designed to be a reliable partner for developers, offering suggestions that are both syntactically correct and semantically meaningful.

Melhores casos de uso
  • Generate code from natural language descriptions
  • Explain complex code snippets in plain English
  • Debug and fix errors in existing code
  • Refactor code for better performance or readability
  • Create unit tests and documentation for functions
Pontos fortes
High Accuracy

Produces syntactically correct and semantically appropriate code for most common tasks.

Multi-Language Support

Works with popular languages like Python, JavaScript, Java, C++, and more.

Large Context Understanding

Can process and reason about entire files or long code blocks, maintaining coherence.

Dicas
  • Provide clear and specific instructions for best results.
  • Include relevant code context in your prompt to improve accuracy.
  • Review and test generated code before using it in production.
  • Use the model iteratively: ask for explanations or modifications to refine output.
Limitações
  • May generate insecure or inefficient code if not carefully reviewed.
  • Can struggle with very niche or proprietary frameworks.
  • Does not have real-time knowledge of the latest libraries or versions.
Exemplos de geração
Exemplo em breve
Build a REST API

Create a Python Flask REST API with endpoints for GET, POST, PUT, and DELETE on a 'books' resource, including error handling.

Exemplo em breve
Refactor legacy code

Refactor this C++ code to use modern smart pointers and reduce memory leaks: [paste code].

Exemplo em breve
Generate unit tests

Write comprehensive unit tests for this Java class using JUnit, covering edge cases and exceptions: [paste class].

Prompts de exemplo
Generate a Python function
Write a Python function that takes a list of numbers and returns the sum of squares.
Explain a code snippet
Explain what this JavaScript code does: const result = arr.filter(x => x > 10).map(x => x * 2);
Fix a bug
I have this code that throws an error: [paste code]. Can you find the bug and suggest a fix?
Parâmetros
stop

A sequence that stops generation when encountered, useful for ending code blocks.

top_p

Nucleus sampling: limits the model to the top probability mass, similar to temperature but more dynamic.

max_tokens

The maximum number of tokens (words/characters) the model can generate in one response.

temperature

Controls randomness: lower values make output more predictable, higher values more creative.

presence_penalty

Encourages the model to talk about new topics by penalizing tokens that have appeared.

frequency_penalty

Penalizes repeated tokens, reducing repetitive output.

Preços

Preço sob consulta

Os preços exibidos são o que você paga na Muitto. Sem surpresas.

Perguntas frequentes

What programming languages does Code Llama 70B support?

It supports many popular languages including Python, JavaScript, TypeScript, Java, C++, C#, PHP, Ruby, Go, and more.

Can Code Llama 70B help me debug my code?

Yes, you can paste your code and error message, and it will suggest likely fixes and explanations.

Is Code Llama 70B free to use?

Pricing depends on the platform you access it through, but many platforms offer free tiers or trials.