Mistral 7B v0.1 Specs, Benchmarks & Downloads
Mistral 7B v0.1
Mistral foundation model
Status
active
Parameters
7.00
Context Window
8192
Modality
Text
Release Date
Sep 27, 2023
About
Explore Mistral 7B v0.1, a text AI model developed by Mistral AI. View specifications, context window, architecture, license, supported platforms, features, benchmarks, official downloads, and related articles.
Mistral 7B introduced strong performance for its parameter size.
Family
MistralDeveloper
Mistral AIArchitecture
TransformerLicense
Mistral LicenseHardware Requirements
Minimum:
Use Case: Local inference
GPU Minimum: RTX 3060
GPU VRAM: 12GB
System RAM: 32GB
Storage: 40GB
Operating System: Linux
Mistral 7B deployment
Recommended:
Use Case: Desktop inference
GPU Minimum: RTX 4070
GPU VRAM: 12GB
System RAM: 32GB
Storage: 50GB
Operating System: Linux
Recommended setup
High Performance:
Use Case: Fast inference
GPU Minimum: RTX 4090
GPU VRAM: 24GB
System RAM: 64GB
Storage: 60GB
Operating System: Linux
High throughput
Model Deployment Readiness
Model Ecosystem Support
24%
Platforms
50%
Features
1%
Downloads
20%
Platform Compatibility
50%
Supported across 6 of 12 platforms
Context Window
Industry-standard context window comparison
8,192
tokens
8K
4K
32K
128K
1M
2M
Database Rank
#55
Percentile
Top 46%
Capacity
Medium
Benchmark Performance
Evaluation profile across publicly reported benchmarks
|
HumanEval
|
Coding | 30.5 % | 2023 |
|
MMLU
|
Knowledge | 62.5 % | 2023 |
|
HumanEval
|
Coding | 30.5 % | 2023 |
|
GSM8K
|
Mathematics | 47.5 % | 2023 |
|
HellaSwag
|
Reasoning | 81.3 % | 2023 |
Highest Benchmark
HellaSwag
81.3%
Benchmarks Available
5
Latest Evaluation
Sep 2023
