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starcoder2-7b Cost Calculator - Fireworks AI

Calculate the cost of using starcoder2-7b from Fireworks AI for your AI applications

starcoder2-7b Cost Calculator

Mode: Chat

Max: 16,384 tokens

Max: 16,384 tokens

Cost Breakdown

Input Cost$0.00020000
Output Cost$0.00020000
Total Cost$0.00040000

Pricing Details

Input: $0.0000002000 per token
Output: $0.0000002000 per token
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Model Specifications

Limits

Max Input Tokens16,384
Max Output Tokens16,384
Max Tokens16,384

About starcoder2-7b

starcoder2-7b is a powerful chat AI model offered by Fireworks AI. This comprehensive guide provides detailed pricing information, technical specifications, and capabilities to help you understand the costs and features of using starcoder2-7b in your development applications.

Pricing Information

Input Cost$0.20 per 1M tokens
Output Cost$0.20 per 1M tokens

Note: Use the interactive calculator above to estimate costs for your specific usage patterns.

Technical Specifications

Maximum Input Tokens16,384
Maximum Output Tokens16,384
Maximum Total Tokens16,384

Pro Tip

Use the maximum token limits shown above to understand the model's capacity. This model can handle up to 16,384 input tokens. The maximum output length is 16,384 tokens.

When should you use starcoder2-7b?

starcoder2-7b is best suited for the following scenarios:

  • Code generation and completion
  • Bug fixing and refactoring
  • Developer tooling and IDE assistants
When should you avoid starcoder2-7b?
  • Complex multi-step reasoning or planning tasks
  • Applications requiring image, audio, or multimodal inputs
  • Very large documents or long conversational histories
  • Non-technical content generation or general-purpose chat
  • Creative writing or marketing copy generation
How does starcoder2-7b compare to similar models?

This model offers competitive input token pricing, making it cost-effective for applications that require extensive context or frequent input processing.

Understanding starcoder2-7b pricing
  • starcoder2-7b is a coding and software development model provided by Fireworks AI.
  • Input tokens are priced at $0.20 per 1M tokens.
  • Output tokens are priced at $0.20 per 1M tokens.
  • The model supports a maximum input capacity of 16,384 tokens.
  • Maximum output length is 16,384 tokens.
  • For this model, input tokens are more expensive than output tokens, so optimizing your prompts can help manage costs.
  • Fireworks AI offers starcoder2-7b for coding and software development workloads — code generation, code completion, debugging, and software development tasks.

How to Use This Calculator

Step 1: Enter the number of input tokens you expect to use. Input tokens include your prompt, system messages, and any context you provide to the model.

Step 2: Specify the number of output tokens you anticipate. Output tokens are the text generated by the model in response to your input.

Step 3: Review the cost breakdown to see the total estimated cost for your usage. The calculator automatically updates as you adjust the token counts.

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