Model Profile

Mistral-7B-Instruct-v0.2

Name: Mistral-7B-Instruct-v0.2
Author: mistralai

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: mistralai/Mistral-7B-Instruct-v0.2

Author: mistralai

Origin: huggingface_catalog

Arch: unknown

Benchmark Coverage

Scored use cases: 3

Avg confidence: 13.0%

Evidence points: 9

Raw rows: 99

Weighted rows: 3

Catalog Metadata

Parameters: unknown

Context window: 4096

Downloads: 2,447,878

Some fit rows have limited benchmark evidence.

3 of 3 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

repoqa_leaderboard 74compl_ai_board 24eq_bench 1

Weighted Source Coverage

repoqa_leaderboard 2eq_bench 1

Best Use Cases for This Model

Use Case	Vertical	Score	Confidence	Evidence	Top Contributor
Debugging assistant use_case.dev.debugging	developer_tools	9.9%	15.4%	3	RepoQA Official Results: overall_average_pass_at_1_pct
Unit test generation use_case.dev.test_generation	developer_tools	8.4%	13.1%	3	RepoQA Official Results: overall_average_pass_at_1_pct
Refactoring assistant use_case.dev.refactoring	developer_tools	6.8%	10.5%	3	RepoQA Official Results: overall_average_pass_at_1_pct

Deployment Fit Calculator

Model

Mistral-7B-Instruct-v0.2

mistralai/Mistral-7B-Instruct-v0.2

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