A small model that writes code better than all-rounders twice its size. Tuned for completion and edits inside an existing file, so it works well as a local coding assistant in the IDE.
| HumanEval | 88.4 | |
|---|---|---|
| MBPP | 83.5 | |
| MMLU | 68 |
Which GPU does Qwen2.5 Coder 7B need?
The entry configuration is 1x RTX4060TI, which delivers around 34 tokens per second. For more parallel requests and headroom on speed, go with 1x H200.
How much does Qwen2.5 Coder 7B cost?
An hour of Qwen2.5 Coder 7B runs from $0.28 to $8.95 depending on the GPU configuration. Billing is hourly: you pay for server time, not for tokens.
How do I call Qwen2.5 Coder 7B from my code?
Once deployed you get an OpenAI-compatible endpoint: point any OpenAI client at the base_url you receive and pass qwen2.5-coder:7b as the model name. Code written against the OpenAI API needs no changes.
Does the data stay private?
Yes. Qwen2.5 Coder 7B runs on a dedicated GPU server inside a private environment: requests and responses never reach the model vendor and are not used for training.
What context window and license does Qwen2.5 Coder 7B have?
Qwen2.5 Coder 7B holds 32K tokens of context per request and ships under the Apache 2.0 license, so you can use it commercially on your own hosting terms.