StarCoder 7B
StarCoder 7B is BigCode's language model with a 8K context window and up to 8K output tokens, starting at $0.2 / 1M input and $0.2 / 1M output. A 7B parameter code generation LLM from BigCode trained on permissively licensed source code for multi-language programming assistance.
Capabilities
Input1/5
Text✓
Image·
Audio·
Video·
PDF·
Output1/5
Text✓
Image·
Audio·
Video·
Embedding·
Capabilities0/13
Reasoning·
Adaptive Reasoning·
Function Calling·
Parallel Function Calling·
Structured Outputs·
Native JSON Schema·
Web Search·
URL Context·
Computer Use·
Code Execution·
File Search·
Prompt Caching·
Assistant Prefill·
Pricing by Provider
US Dollar ($)
Per 1M tokens
| Provider | Standard | |
|---|---|---|
| Input $ / 1M | Output $ / 1M | |
| $0.2 | $0.2 | |
Cost Calculator
US Dollar ($)
Preset:
Cheapest Instances to Run It
Cloud GPU instances that can host StarCoder 7B, ranked by cheapest on-demand price. The model needs about 17 GB of GPU memory at FP16 precision (estimated from its parameter count), so treat the fit as guidance rather than a guarantee.
All clouds
FP16 (full precision)
US Dollar ($)
Instance | Cloud | GPU | VRAM | Price | Cheapest region | |
|---|---|---|---|---|---|---|
| g2-standard-4 |  GCP | nvidia-l4 | 24 GB | $0.705/hr | us-east4 | |
| g6.xlarge |  AWS | L4 | 22 GB | $0.805/hr | us-east-1 | |
| g2-standard-8 | GCP | nvidia-l4 | 24 GB | $0.851/hr | us-east4 | |
Versions
| Version | Released | Context | Input / 1M | Output / 1M | Status |
|---|---|---|---|---|---|
| StarCoder2 15B | — | 16K | $0.200 | $0.200 | Available |
| StarCoder2 3B | — | 16K | $0.100 | $0.100 | Available |
| StarCoder2 7B | — | 16K | $0.200 | $0.200 | Available |
| StarCoder 7B | — | 8K | $0.200 | $0.200 | Current |
| Star Chat Alpha | — | — | — | — | Available |
| Star Chat Beta | — | — | — | — | Available |
| StarCoder | — | — | — | — | Available |
| StarCoder 16B | — | 8K | $0.200 | $0.200 | Available |
| StarCoderBase | — | — | — | — | Available |