Model Profile

qwen-2.5-72b-instruct

Name: qwen-2.5-72b-instruct
Author: qwen

External Benchmark Shadowexternal_benchmark_shadowpublic

4,096 ctx

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: external/qwen/qwen-2-5-72b-instruct

Author: qwen

Origin: external_benchmark_shadow

Arch: unknown

Benchmark Coverage

Scored use cases: 12

Avg confidence: 37.1%

Evidence points: 148

Raw rows: 196

Weighted rows: 30

Catalog Metadata

Parameters: unknown

Context window: 4096

Downloads: 0

Coverage Diagnostics

actively scored

Use-Case Scores

136

Total Measurements

196

Weighted Measurements

Weighted Sources

Raw Source Coverage

ugi_main 60galileo_agent_v2 34multilingual_mmlu_leaderboard 17duckdb_nsql_leaderboard 12jsonschemabench_leaderboard 12llm_aggrefact_leaderboard 12

Weighted Source Coverage

galileo_agent_v2 10ugi_main 3aider_code_editing 2bridge_medical_leaderboard 2duckdb_nsql_leaderboard 2eq_bench 2

Best Use Cases for This Model

Use Case	Vertical	Score	Confidence	Evidence	Top Contributor
Screenplay scene writing use_case.creative.screenplay_scene	creative	29.9%	48.2%	13	Creative Writing Official (EQ-Bench Slice): creative_writing_score
Poetry and lyrics use_case.creative.poetry_lyrics	creative	29.9%	48.2%	13	Creative Writing Official (EQ-Bench Slice): creative_writing_score
Personalized sales outreach use_case.mkt.sales_outreach_personalized	marketing_sales	25.5%	37.0%	11	Creative Writing Official (EQ-Bench Slice): creative_writing_score
Ad copy variants use_case.mkt.ad_copy_variants	marketing_sales	25.5%	37.0%	11	Creative Writing Official (EQ-Bench Slice): creative_writing_score
Long-form story co-author use_case.creative.longform_story	creative	25.3%	40.8%	13	Creative Writing Official (EQ-Bench Slice): creative_writing_score
Metric definition workshop use_case.data.metric_definition_workshop	data_analytics	25.1%	35.2%	11	DuckDB NSQL Leaderboard: all_execution_accuracy
Lore bible generator use_case.creative.lore_bible	creative	22.7%	34.9%	15	Creative Writing Official (EQ-Bench Slice): creative_writing_score
Insight mining from text corpora use_case.data.insight_mining	data_analytics	21.9%	31.9%	12	DuckDB NSQL Leaderboard: all_execution_accuracy
Interactive fiction / DM use_case.creative.interactive_fiction_dm	creative	21.7%	35.0%	13	Creative Writing Official (EQ-Bench Slice): creative_writing_score
NPC dialogue use_case.gaming.npc_dialogue	creative	21.7%	35.0%	13	Creative Writing Official (EQ-Bench Slice): creative_writing_score
Executive brief from metrics use_case.data.exec_brief_from_metrics	data_analytics	21.2%	32.1%	12	DuckDB NSQL Leaderboard: all_execution_accuracy
Data quality assistant use_case.data.data_quality_assistant	data_analytics	20.9%	29.5%	11	DuckDB NSQL Leaderboard: all_execution_accuracy

Deployment Fit Calculator

Model

qwen-2.5-72b-instruct

external/qwen/qwen-2-5-72b-instruct

Hardware

Quantization: 4-bit

2-bit8-bit

Insufficient

Unknown parameter count. Cannot estimate deployment fit.

Required VRAM

~0.0GB

Est. Throughput

0.00 tok/s

Deployment Fit Matrix

GPU	4-bit	6-bit	8-bit
RTX 3060 12GB	Insufficient	Insufficient	Insufficient
RTX 3090 24GB	Insufficient	Insufficient	Insufficient
RTX 4090 24GB	Insufficient	Insufficient	Insufficient
Mac Studio M2 Ultra 192GB	Insufficient	Insufficient	Insufficient