Yi Coder 1.5B - Details

Yi Coder 1.5B is a large language model developed by 01-Ai, featuring a parameter size of 1.5B. It operates under the Apache License 2.0 and is designed to deliver state-of-the-art coding performance with fewer than 10 billion parameters.

Yi Coder 1.5B is an open-source code language model designed to deliver state-of-the-art coding performance with fewer than 10 billion parameters. It excels in long-context understanding with a maximum context length of 128K tokens and supports 52 major programming languages. The model is released under the Apache License 2.0, making it freely available for both research and commercial use. Its compact size and high efficiency make it suitable for a wide range of coding tasks while maintaining strong technical capabilities.

Yi Coder 1.5B is a compact large language model with 1.5B parameters, placing it in the small model category, which ensures fast and resource-efficient performance ideal for coding tasks. Its 128K token context length falls into the very long context range, enabling it to handle extensive codebases and complex documentation while requiring significant computational resources. This combination allows the model to excel in tasks demanding both efficiency and the ability to process lengthy code sequences.

• Parameter Size: 1.5B
• Context Length: 128K tokens

Yi Coder 1.5B is a large language model designed for code generation, coding assistance, and code understanding, offering potential applications in software development workflows. Its 1.5B parameters and 128K token context length suggest it could support possible uses such as automating code snippets, debugging, or analyzing complex codebases. However, these possible uses would require thorough testing to ensure alignment with specific project needs. The model’s open-source nature and focus on coding tasks make it a possible tool for developers seeking efficient solutions, though its effectiveness in real-world scenarios would depend on further evaluation.

• code generation
• coding assistance
• code understanding

Yi Coder 1.5B is a large language model with 1.5B parameters and a 128K token context length, making it a possible tool for tasks like code generation, coding assistance, and code understanding. Its design suggests possible applications in areas such as automated code drafting, real-time debugging support, or analyzing extensive code repositories. However, these possible uses would require careful validation to ensure they meet specific project requirements. The model’s open-source nature and focus on coding tasks position it as a possible resource for developers seeking efficient solutions, though its effectiveness in practical scenarios would depend on further testing.

• code generation
• coding assistance
• code understanding

Yi Coder 1.5B’s medium q4 version is designed to balance precision and performance, requiring a GPU with at least 8GB VRAM for efficient operation, though specific needs may vary based on workload. This possible configuration makes it accessible for developers with mid-range hardware, but users should verify compatibility with their system’s VRAM and computational capacity.

• fp16, q2, q3, q4, q5, q6, q8

Yi Coder 1.5B is a large language model with 1.5B parameters and a 128K token context length, designed for coding tasks under the Apache License 2.0. It offers possible applications in code generation, coding assistance, and code understanding, making it a versatile tool for developers seeking efficient and open-source solutions.

Huggingface Model Page
Ollama Model Page