Activefastllm Open Source

Stable Code Instruct 3B

by Stability AI· Released May 2024· Cutoff May 2024

Stable Code Instruct 3B is a 3 billion parameter instruction-tuned language model specialized for code generation and software development tasks. It is designed to be lightweight and efficient, offering strong performance for code completion, explanation, and debugging while running on consumer-grade hardware.

Official Site API Docs 🤗 Hugging Face

Input cost

Free (open source)

Output cost

Free (open source)

Context window

4096 tokens

Max output

4096 tokens

Modalities

text

Parameters

License

Apache-2.0

Capabilities

Code GenerationCode CompletionCode ExplanationDebugging AssistanceInstruction FollowingStreaming

Best For

Efficient code generation and assistance on resource-constrained environments.

Strengths

Lightweight 3B parameter size enables fast inference on CPUs and low-end GPUs
Strong performance on code tasks relative to its size
Open source with permissive license
Supports multiple programming languages

Limitations

Smaller context window (4096 tokens) compared to larger models
May struggle with complex, multi-step reasoning tasks
Not suitable for general-purpose chat or creative writing
Limited to code-related instructions

Use Cases

Real-time code completion in IDEs

Automated code review and bug fixing

Code documentation generation

Educational tool for learning programming

Prototyping and rapid development

Code translation between languages

Assisting in open-source contributions

Improvements Over Previous Model

Introduced as a new model in the Stable Code family, focusing on instruction following
Smaller parameter count (3B) compared to Stable Code 3B base model, optimized for instruction tuning
Improved performance on HumanEval+ and MBPP+ benchmarks over base model
Supports streaming for real-time applications

Back to all models

Activefastllm Open Source

Stable Code Instruct 3B

by Stability AI· Released May 2024· Cutoff May 2024

Official Site API Docs 🤗 Hugging Face

Input cost

Free (open source)

Output cost

Free (open source)

Context window

4096 tokens

Max output

4096 tokens

Modalities

text

Parameters

License

Apache-2.0

Capabilities

Code GenerationCode CompletionCode ExplanationDebugging AssistanceInstruction FollowingStreaming

Best For

Efficient code generation and assistance on resource-constrained environments.

Strengths

Lightweight 3B parameter size enables fast inference on CPUs and low-end GPUs
Strong performance on code tasks relative to its size
Open source with permissive license
Supports multiple programming languages

Limitations

Smaller context window (4096 tokens) compared to larger models
May struggle with complex, multi-step reasoning tasks
Not suitable for general-purpose chat or creative writing
Limited to code-related instructions

Use Cases

Real-time code completion in IDEs

Automated code review and bug fixing

Code documentation generation

Educational tool for learning programming

Prototyping and rapid development

Code translation between languages

Assisting in open-source contributions

Improvements Over Previous Model

Introduced as a new model in the Stable Code family, focusing on instruction following
Smaller parameter count (3B) compared to Stable Code 3B base model, optimized for instruction tuning
Improved performance on HumanEval+ and MBPP+ benchmarks over base model
Supports streaming for real-time applications

Back to all models