StarCoder2 7B
StarCoder2 7B is BigCode's language model with a 16K context window and up to 16K output tokens, starting at $0.2 / 1M input and $0.2 / 1M output. A 7B parameter second-generation code LLM from BigCode balancing performance and efficiency for multi-language code tasks.
Capabilities
Input1/5
Text✓
Image·
Audio·
Video·
PDF·
Output1/5
Text✓
Image·
Audio·
Video·
Embedding·
Capabilities0/13
Reasoning·
Adaptive Reasoning·
Function Calling·
Parallel Function Calling·
Structured Outputs·
Native JSON Schema·
Web Search·
URL Context·
Computer Use·
Code Execution·
File Search·
Prompt Caching·
Assistant Prefill·
Pricing by Provider
US Dollar ($)
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 StarCoder2 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 7B | — | 16K | $0.200 | $0.200 | Current |
| StarCoder2 15B | — | 16K | $0.200 | $0.200 | Available |
| StarCoder2 3B | — | 16K | $0.100 | $0.100 | Available |
| Star Chat Alpha | — | — | — | — | Available |
| Star Chat Beta | — | — | — | — | Available |
| StarCoder | — | — | — | — | Available |
| StarCoder 16B | — | 8K | $0.200 | $0.200 | Available |
| StarCoder 7B | — | 8K | $0.200 | $0.200 | Available |
| StarCoderBase | — | — | — | — | Available |