Model Profile

Mistral-7B-OpenOrca

Name: Mistral-7B-OpenOrca
Author: Open-Orca

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: Open-Orca/Mistral-7B-OpenOrca

Author: Open-Orca

Origin: huggingface_catalog

Arch: unknown

Benchmark Coverage

Scored use cases: 12

Avg confidence: 22.7%

Evidence points: 50

Raw rows: 9

Weighted rows: 6

Catalog Metadata

Parameters: unknown

Context window: 4096

Downloads: 2,567

Some fit rows have limited benchmark evidence.

7 of 12 scored use cases have low confidence or thin contributor coverage.

Coverage Diagnostics

actively scored

Use-Case Scores

Total Measurements

Weighted Measurements

Weighted Sources

Raw Source Coverage

llm_trustworthy_leaderboard 8eq_bench 1

Weighted Source Coverage

llm_trustworthy_leaderboard 5eq_bench 1

Best Use Cases for This Model

Use Case	Vertical	Score	Confidence	Evidence	Top Contributor
Refusal profile (eval) use_case.security.refusal_profile_eval	risk_eval	13.8%	32.8%	5	LLM Trustworthy Leaderboard: privacy
Crisis escalation protocol (eval) use_case.safety.crisis_escalation_protocol	risk_eval	13.8%	32.8%	5	LLM Trustworthy Leaderboard: privacy
Jailbreak resistance (eval) use_case.security.jailbreak_resistance_eval	risk_eval	13.8%	32.8%	5	LLM Trustworthy Leaderboard: privacy
Overrefusal (eval) use_case.security.overrefusal_eval	risk_eval	13.8%	32.8%	5	LLM Trustworthy Leaderboard: privacy
Scam and social engineering resistance (eval) use_case.security.scam_social_engineering_resistance_eval	risk_eval	13.8%	32.8%	5	LLM Trustworthy Leaderboard: privacy
Vulnerability-oriented code review use_case.cyber.vulnerability_review	cybersecurity	8.0%	18.7%	5	LLM Trustworthy Leaderboard: privacy
Disinformation and manipulation resistance (eval) use_case.security.disinformation_resistance_eval	risk_eval	7.4%	17.6%	5	LLM Trustworthy Leaderboard: privacy
Campaign brief use_case.mkt.campaign_brief	marketing_sales	7.3%	15.2%	3	EQ-Bench Leaderboard: eq_bench_score
Product positioning and messaging use_case.mkt.product_positioning	marketing_sales	7.3%	15.2%	3	EQ-Bench Leaderboard: eq_bench_score
Social post generation use_case.mkt.social_post_generation	marketing_sales	7.3%	15.2%	3	EQ-Bench Leaderboard: eq_bench_score
Personalized sales outreach use_case.mkt.sales_outreach_personalized	marketing_sales	6.3%	13.2%	3	EQ-Bench Leaderboard: eq_bench_score
Ad copy variants use_case.mkt.ad_copy_variants	marketing_sales	6.3%	13.2%	3	EQ-Bench Leaderboard: eq_bench_score

Deployment Fit Calculator

Model

Mistral-7B-OpenOrca

Open-Orca/Mistral-7B-OpenOrca

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