Qwen 2.5 7B: Specifications & Sources

Specifications and access

Specification	Value and source
Weights	Open weightsSource
Access	API, LocalSource
Parameters	7.6BSource
Context window	131,072 tokensSource
Weights repository	Qwen/Qwen2.5-7B-InstructSource
License	Apache-2.0Source
Architecture	dense transformerSource
Input	TextSource
Output	TextSource
Reasoning mode	instructSource
Tool calling	YesSource
Structured output	YesSource
Native context window	131,072 tokensSource
Maximum context window	131,072 tokensSource
Parameters	7.61 BSource
Training tokens	18 trillionSource
Repository created	2024-09-16 (Repository creation date is a precise publication proxy, but may differ from the public announcement date or an individual checkpoint's first availability.)Source
Maximum output	8,192 tokensSource

Measurements without matching peer values

These measurements have no matching peer values under the same test conditions. Their original values and sources remain available here.

MMLU (Show measurement, test conditions, and source)

Source value: 74.2
Score: 74.2
Metric: percent
Unit: %
Category: knowledge
Direction: Higher is better
Source type: vendor-reported
Evaluator: Qwen2.5 Technical Report
Status: active
Retrieved at: 2026-09-08
Methodology: Vendor-reported result. Official report/card benchmark table; exact model column

Source Qwen2.5 Technical Report

MMLU-Pro (Show measurement, test conditions, and source)

Source value: 45
Score: 45
Metric: percent
Unit: %
Category: knowledge
Direction: Higher is better
Source type: vendor-reported
Evaluator: Qwen2.5 Technical Report
Status: active
Retrieved at: 2026-09-08
Methodology: Vendor-reported result. Official report/card benchmark table; exact model column

Source Qwen2.5 Technical Report

HumanEval (Show measurement, test conditions, and source)

Source value: 57.9
Score: 57.9
Metric: percent
Unit: %
Category: coding
Direction: Higher is better
Source type: vendor-reported
Evaluator: Qwen2.5 Technical Report
Status: active
Retrieved at: 2026-09-08
Methodology: Vendor-reported result. Official report/card benchmark table; exact model column

Source Qwen2.5 Technical Report

MBPP (Show measurement, test conditions, and source)

Source value: 74.9
Score: 74.9
Metric: percent
Unit: %
Category: coding
Direction: Higher is better
Source type: vendor-reported
Evaluator: Qwen2.5 Technical Report
Status: active
Retrieved at: 2026-09-08
Methodology: Vendor-reported result. Official report/card benchmark table; exact model column

Source Qwen2.5 Technical Report

Our tests

Each test shows the latest attempt, with no subsequent fixes to the generated code. Earlier runs remain available in the test details. These results do not contribute to an overall score.

Pelican on a bicycle

A community classic for free-form SVG drawing.

Qwen 2.5 7B

Reasoning (requested): not specified

Current attempt

Run date: 2 Oct 2026
API provider: openrouter
Requested API model: qwen/qwen-2.5-7b-instruct
API model reported in response: qwen/qwen-2.5-7b-instruct
Reasoning setting: not specified
Pinned endpoint: Phala | qwen/qwen-2.5-7b-instruct
Temperature: Provider default
Token limit including reasoning: 8,192 tokens
Test protocol: community-visual-tests-v1
Technical checks: Passed, not a quality rating
Response time: 5.7 s

Visually reviewed. This individual test does not establish overall model quality.

Earlier attempts (1)

1 Oct 2026API request failedReasoning setting: not specified

Prompt and test conditions

Generate an SVG of a pelican riding a bicycle

Token limit including reasoning: 8,192 tokens

Task origin (Simon Willison)

Popularity

50.1 / 100

Published prices

Hosting-market price: the median of 1 OpenRouter endpoints from 1 providers (representative: Phala), observed on October 7, 2026. Cache prices differ by provider and are not shown.

API input: $0.1 per 1M tokensSource
API output: $0.2 per 1M tokensSource

Sources and data date

Type	Evidence and data date
Price	Base API prices without caching or batch discounts. Higher context tiers and other rates are listed under Costs. Source: Pricing · API pricing
Input	Documented modalities. Retrieved September 8, 2026. Source: Model documentation · Model metadata (retrieved September 8, 2026) · Qwen2.5-7B-Instruct model card · Editorial description reviewed October 2, 2026
Output	Documented modalities. Retrieved September 8, 2026. Source: Model documentation · Model metadata (retrieved September 8, 2026) · Qwen2.5-7B-Instruct model card · Editorial description reviewed October 2, 2026
Research status	Research date September 8, 2026. 4 source URLs checked. This documents the inspected sources, not an exhaustive inventory of every publication.
Not found in the inspected sources	active-parameters-billions Original wording Dense checkpoint; no separate activated-parameter count is applicable/published.
Unresolved	AA benchmark rows Original wording No exact Artificial Analysis model page located in the checked public sitemap.
Additional source	Context window data
Additional source	Qwen2.5 Technical Report (retrieved September 8, 2026)
Additional source	Model metadata (retrieved September 8, 2026)
Additional source	Qwen2.5 official release · Editorial description reviewed October 2, 2026
Additional source	OpenRouter: Popularity index (derived), CC BY 4.0
Additional source	Vercel AI Gateway: Popularity index (derived), CC BY 4.0
Additional source	Creative Commons Attribution 4.0