Model Profile
gemma-7b-it
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: google/gemma-7b-it
Author: google
Origin: huggingface_catalog
Arch: unknown
Benchmark Coverage
Scored use cases: 12
Avg confidence: 22.7%
Evidence points: 62
Raw rows: 289
Weighted rows: 7
Catalog Metadata
Parameters: unknown
Context window: 4096
Downloads: 228,795
Intelligence Profile
Dimension Breakdown
No iq benchmarks found
No accuracy benchmarks found
No creativity benchmarks found
* Low confidence — limited benchmark evidence for this dimension
2/5 dimensions scored · Last updated Apr 21, 2026
Benchmark Signals
Click through to the benchmark source behind this model profile.
LLM Trustworthy Leaderboard
fairness
Normalized value 83.7% · confidence 100.0%
Strongest impact in Jailbreak resistance (eval)
llm_trustworthy_leaderboard.fairness · Mar 31, 2026
LLM Trustworthy Leaderboard
privacy
Normalized value 73.1% · confidence 100.0%
Strongest impact in Jailbreak resistance (eval)
llm_trustworthy_leaderboard.privacy · Mar 31, 2026
EQ-Bench Leaderboard
eq_bench_score
Normalized value 68.8% · confidence 100.0%
Strongest impact in Social post generation
eq_bench.eq_bench_score · Apr 1, 2026
LLM Trustworthy Leaderboard
adv
Normalized value 41.1% · confidence 100.0%
Strongest impact in Jailbreak resistance (eval)
llm_trustworthy_leaderboard.adv · Mar 31, 2026
LLM Trustworthy Leaderboard
toxicity
Normalized value 50.0% · confidence 100.0%
Strongest impact in Jailbreak resistance (eval)
llm_trustworthy_leaderboard.toxicity · Mar 31, 2026
LM Arena Hard Auto v0.1
score
Normalized value 5.2% · confidence 100.0%
Strongest impact in Social post generation
lmarena_arena_hard_v01.score · Apr 1, 2026
Some fit rows have limited benchmark evidence.
7 of 12 scored use cases have low confidence or thin contributor coverage.
Coverage Diagnostics
actively scoredUse-Case Scores
24
Total Measurements
289
Weighted Measurements
7
Weighted Sources
3
Raw Source Coverage
Weighted Source Coverage
Best Use Cases for This Model
| Use Case | Score |
|---|---|
| Jailbreak resistance (eval) use_case.security.jailbreak_resistance_eval | 19.4% |
| Crisis escalation protocol (eval) use_case.safety.crisis_escalation_protocol | 19.4% |
| Overrefusal (eval) use_case.security.overrefusal_eval | 19.4% |
| Scam and social engineering resistance (eval) use_case.security.scam_social_engineering_resistance_eval | 19.4% |
| Refusal profile (eval) use_case.security.refusal_profile_eval | 19.4% |
| Vulnerability-oriented code review use_case.cyber.vulnerability_review | 11.5% |
| Product positioning and messaging use_case.mkt.product_positioning | 11.3% |
| Campaign brief use_case.mkt.campaign_brief | 11.3% |
| Social post generation use_case.mkt.social_post_generation | 11.3% |
| Personalized sales outreach use_case.mkt.sales_outreach_personalized | 10.7% |
| Ad copy variants use_case.mkt.ad_copy_variants | 10.7% |
| Disinformation and manipulation resistance (eval) use_case.security.disinformation_resistance_eval | 10.3% |