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Model Profile

gemma-2

4,096 ctxOpen weights

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: tiny-random/gemma-2

Author: tiny-random

Origin: huggingface_catalog

Arch: unknown

Benchmark Coverage

Scored use cases: 6

Avg confidence: 15.1%

Evidence points: 12

Raw rows: 12

Weighted rows: 2

Catalog Metadata

Parameters: unknown

Context window: 4096

Downloads: 5

Some fit rows have limited benchmark evidence.

6 of 6 scored use cases have low confidence or thin contributor coverage.

Coverage Diagnostics

actively scored

Use-Case Scores

6

Total Measurements

12

Weighted Measurements

2

Weighted Sources

1

Raw Source Coverage

duckdb_nsql_leaderboard 12

Weighted Source Coverage

duckdb_nsql_leaderboard 2

Best Use Cases for This Model

Use CaseScore
Metric definition workshop

use_case.data.metric_definition_workshop

4.2%
SQL debugging

use_case.data.sql_debugging

4.0%
Data quality assistant

use_case.data.data_quality_assistant

3.2%
Text-to-SQL analyst assistant

use_case.data.text_to_sql

3.2%
Executive brief from metrics

use_case.data.exec_brief_from_metrics

2.9%
Insight mining from text corpora

use_case.data.insight_mining

2.8%

Deployment Fit Calculator

Model

gemma-2

tiny-random/gemma-2

2-bit8-bit

Insufficient

Unknown parameter count. Cannot estimate deployment fit.

Required VRAM

~0.0GB

Est. Throughput

0.00 tok/s

Deployment Fit Matrix

GPU4-bit6-bit8-bit
RTX 3060 12GBInsufficientInsufficientInsufficient
RTX 3090 24GBInsufficientInsufficientInsufficient
RTX 4090 24GBInsufficientInsufficientInsufficient
Mac Studio M2 Ultra 192GBInsufficientInsufficientInsufficient