StarCoder Specs, Benchmarks & Downloads
StarCoder
BigCode programming model
Status
active
Parameters
15.50
Context Window
8192
Modality
Text
Release Date
May 04, 2023
About
Explore StarCoder, a text AI model developed by Hugging Face. View specifications, context window, architecture, license, supported platforms, features, benchmarks, official downloads, and related articles.
StarCoder is an open large language model trained for code generation.
Family
GLMDeveloper
Hugging FaceArchitecture
TransformerLicense
Llama Community LicenseHardware Requirements
Minimum:
Use Case: Local inference
GPU Minimum: RTX 3060
GPU VRAM: 12GB
System RAM: 32GB
Storage: 50GB
Operating System: Linux
StarCoder deployment
Recommended:
Use Case: Desktop inference
GPU Minimum: RTX 4070
GPU VRAM: 12GB
System RAM: 32GB
Storage: 60GB
Operating System: Linux
Recommended coding deployment
High Performance:
Use Case: Fast inference
GPU Minimum: RTX 4090
GPU VRAM: 24GB
System RAM: 64GB
Storage: 80GB
Operating System: Linux
High throughput
Model Deployment Readiness
Model Ecosystem Support
18%
Platforms
33%
Features
1%
Downloads
20%
Platform Compatibility
33%
Supported across 4 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 | 33.6 % | 2023 |
|
MMLU
|
Knowledge | 52.4 % | 2023 |
Highest Benchmark
MMLU
52.4%
Benchmarks Available
2
Latest Evaluation
May 2023
