Benchable
Text input
Text output
Author's Description
Qwen2.5-Coder-7B-Instruct is a 7B parameter instruction-tuned language model optimized for code-related tasks such as code generation, reasoning, and bug fixing. Based on the Qwen2.5 architecture, it incorporates enhancements like RoPE, SwiGLU, RMSNorm, and GQA attention with support for up to 128K tokens using YaRN-based extrapolation. It is trained on a large corpus of source code, synthetic data, and text-code grounding, providing robust performance across programming languages and agentic coding workflows. This model is part of the Qwen2.5-Coder family and offers strong compatibility with tools like vLLM for efficient deployment. Released under the Apache 2.0 license.
Key Specifications
Supported Parameters
This model supports the following parameters:
Max Tokens
Top P
Structured Outputs
Frequency Penalty
Presence Penalty
Temperature
Response Format
Features
This model supports the following features:
Structured Outputs
Response Format
Model Pricing
Current Pricing
| Feature | Price (per 1M tokens) |
|---|---|
| Prompt | $0.03 |
| Completion | $0.09 |
Price History
Available Endpoints
| Provider | Endpoint Name | Context Length | Pricing (Input) | Pricing (Output) |
|---|---|---|---|---|
|
Nebius
|
Nebius | qwen/qwen2.5-coder-7b-instruct | 32K | $0.03 / 1M tokens | $0.09 / 1M tokens |
No benchmark execution results are available for this model yet.
Other Models by qwen
|
|
Released | Params | Context |
|
Speed | Ability | Cost |
|---|---|---|---|---|---|---|---|
| Qwen: Qwen3 VL 32B Instruct Unavailable | Oct 23, 2025 | 32B | 262K |
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Text output
|
★★★ | ★★★★★ | $$ |
| Qwen: Qwen3 VL 8B Thinking | Oct 14, 2025 | 8B | 256K |
Image input
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|
★ | ★ | $$$$$ |
| Qwen: Qwen3 VL 8B Instruct | Oct 14, 2025 | 8B | 256K |
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|
★ | ★★ | $$$ |
| Qwen: Qwen3 VL 30B A3B Thinking | Oct 06, 2025 | 30B | 262K |
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|
★ | ★★★ | $$$$ |
| Qwen: Qwen3 VL 30B A3B Instruct | Oct 06, 2025 | 30B | 131K |
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|
— | — | $$$ |
| Qwen: Qwen3 VL 235B A22B Thinking | Sep 23, 2025 | 235B | 131K |
Image input
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Text output
|
★ | ★ | $$$$$ |
| Qwen: Qwen3 VL 235B A22B Instruct | Sep 23, 2025 | 235B | 262K |
Image input
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Text output
|
★★★ | ★★★★★ | $$$ |
| Qwen: Qwen3 Max | Sep 23, 2025 | — | 256K |
Text input
Text output
|
★★★★ | ★★★★★ | $$$$ |
| Qwen: Qwen3 Coder Plus | Sep 23, 2025 | ~480B | 128K |
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|
★★★★ | ★★★★ | $$$$ |
| Qwen: Qwen3 Coder Flash | Sep 17, 2025 | — | 128K |
Text input
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|
★★★★ | ★★★ | $$$ |
| Qwen: Qwen3 Next 80B A3B Thinking | Sep 11, 2025 | 80B | 262K |
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|
★ | ★★★★ | $$$$$ |
| Qwen: Qwen3 Next 80B A3B Instruct | Sep 11, 2025 | 80B | 262K |
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|
★★★★ | ★★★★ | $$$$ |
| Qwen: Qwen Plus 0728 | Sep 08, 2025 | ~20B | 1M |
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|
★★★★★ | ★★★ | $$$ |
| Qwen: Qwen3 30B A3B Thinking 2507 | Aug 28, 2025 | 30B | 262K |
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|
★★ | ★★★ | $$$$ |
| Qwen: Qwen3 Coder 30B A3B Instruct | Jul 31, 2025 | 30B | 200K |
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|
★★★★ | ★★★ | $$ |
| Qwen: Qwen3 30B A3B Instruct 2507 | Jul 29, 2025 | 30B | 131K |
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|
★★★★ | ★★★★ | $$$ |
| Qwen: Qwen3 235B A22B Thinking 2507 | Jul 25, 2025 | 235B | 131K |
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|
★ | ★★★★ | $$$$$ |
| Qwen: Qwen3 Coder 480B A35B | Jul 22, 2025 | 480B | 1M |
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|
★★ | ★★★ | $$$ |
| Qwen: Qwen3 Coder 480B A35B (exacto) | Jul 22, 2025 | 480B | 262K |
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|
— | — | $$$$ |
| Qwen: Qwen3 235B A22B Instruct 2507 | Jul 21, 2025 | 235B | 262K |
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|
★★ | ★★★ | $$$ |
| Qwen: Qwen3 30B A3B | Apr 28, 2025 | 30B | 40K |
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|
★ | ★★★★★ | $$$$ |
| Qwen: Qwen3 8B | Apr 28, 2025 | 8B | 128K |
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|
★ | ★★★ | $$$ |
| Qwen: Qwen3 14B | Apr 28, 2025 | 14B | 40K |
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|
★★ | ★★★ | $$$ |
| Qwen: Qwen3 32B | Apr 28, 2025 | 32B | 40K |
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|
★ | ★★★★★ | $$$ |
| Qwen: Qwen3 235B A22B | Apr 28, 2025 | 235B | 40K |
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|
★ | ★★★★ | $$$$ |
| Qwen: Qwen2.5 VL 32B Instruct | Mar 24, 2025 | 32B | 128K |
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|
★ | ★★★ | $$$ |
| Qwen: QwQ 32B | Mar 05, 2025 | 32B | 131K |
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|
★ | ★★ | $$$ |
| Qwen: Qwen VL Plus | Feb 04, 2025 | — | 7K |
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|
★★★★ | ★★ | $$$ |
| Qwen: Qwen VL Max | Feb 01, 2025 | — | 131K |
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|
★★★ | ★★★ | $$$$ |
| Qwen: Qwen-Turbo | Feb 01, 2025 | — | 1M |
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|
★★★★★ | ★★★★ | $$ |
| Qwen: Qwen2.5 VL 72B Instruct | Feb 01, 2025 | 72B | 32K |
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|
★★★★ | ★★★★ | $$ |
| Qwen: Qwen-Plus | Feb 01, 2025 | — | 131K |
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|
★★★★ | ★★★★ | $$$ |
| Qwen: Qwen-Max | Feb 01, 2025 | — | 32K |
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|
★★★★ | ★★★★ | $$$$ |
| Qwen: QwQ 32B Preview Unavailable | Nov 27, 2024 | 32B | 32K |
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|
— | ★ | $$ |
| Qwen2.5 Coder 32B Instruct | Nov 11, 2024 | ~500B | 32K |
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|
★★★★★ | ★★★★★ | $ |
| Qwen: Qwen2.5 7B Instruct | Oct 15, 2024 | ~500B | 32K |
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|
★ | ★★ | $ |
| Qwen2.5 72B Instruct | Sep 18, 2024 | ~500B | 32K |
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|
★★★ | ★★ | $$ |
| Qwen: Qwen2.5-VL 7B Instruct | Aug 27, 2024 | ~500B | 32K |
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|
★★★★ | ★★ | $$ |
| Qwen 2 72B Instruct Unavailable | Jun 06, 2024 | ~500B | 32K |
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|
★★★★ | ★★ | $$$$ |