Model Profile
Qwen2.5-Coder-7B
Use this page to decide where this model is a strong fit. Rankings below are benchmark-backed by use case, with explicit confidence and contributor metrics.
Identity
ID: Qwen/Qwen2.5-Coder-7B
Author: Qwen
Origin: huggingface_catalog
Arch: unknown
Benchmark Coverage
Scored use cases: 6
Avg confidence: 14.9%
Evidence points: 12
Raw rows: 12
Weighted rows: 2
Catalog Metadata
Parameters: unknown
Context window: 4096
Downloads: 235,488
Intelligence Profile
Dimension Breakdown
No eq benchmarks found
No creativity benchmarks found
No based benchmarks found
* Low confidence — limited benchmark evidence for this dimension
2/5 dimensions scored · Last updated Apr 2, 2026
Benchmark Signals
Click through to the benchmark source behind this model profile.
DuckDB NSQL Leaderboard
all_execution_accuracy
Normalized value 73.1% · confidence 100.0%
Strongest impact in Metric definition workshop
duckdb_nsql_leaderboard.all_execution_accuracy · Apr 1, 2026
DuckDB NSQL Leaderboard
hard_execution_accuracy
Normalized value 50.0% · confidence 100.0%
Strongest impact in SQL debugging
duckdb_nsql_leaderboard.hard_execution_accuracy · Apr 1, 2026
Some fit rows have limited benchmark evidence.
6 of 6 scored use cases have low confidence or thin contributor coverage.
Coverage Diagnostics
actively scoredUse-Case Scores
6
Total Measurements
12
Weighted Measurements
2
Weighted Sources
1
Raw Source Coverage
Weighted Source Coverage
Best Use Cases for This Model
| Use Case | Score |
|---|---|
| Metric definition workshop use_case.data.metric_definition_workshop | 12.4% |
| SQL debugging use_case.data.sql_debugging | 10.9% |
| Data quality assistant use_case.data.data_quality_assistant | 9.6% |
| Text-to-SQL analyst assistant use_case.data.text_to_sql | 8.7% |
| Executive brief from metrics use_case.data.exec_brief_from_metrics | 8.6% |
| Insight mining from text corpora use_case.data.insight_mining | 8.4% |