DeepSeek-Coder-V2-Lite-Base

An open-source code language model designed to enhance programming and mathematical reasoning abilities.

CommonProductProgrammingCode GenerationOpen Source

DeepSeek-Coder-V2 is an open-source expert mixture model (MoE) specifically designed for code language. Its performance is comparable to GPT4-Turbo. It excels in code-specific tasks while maintaining strong performance in general language tasks. Compared to DeepSeek-Coder-33B, the V2 version demonstrates significant improvements in code-related tasks and reasoning capabilities. Furthermore, it expands its supported programming languages from 86 to 338 and increases the context length from 16K to 128K.

Code Completion: Automatically completes code snippets based on user input.
Code Insertion: Inserts new code fragments into existing code to achieve specific functionalities.
Chat Completion: Supports conversation with users and generates code based on the dialogue content.
Multilingual Support: Extends support for programming languages from 86 to 338
catering to diverse programming needs.
Long Context Handling: Increases the context length from 16K to 128K
enabling processing of longer code sequences.
API Platform Compatibility: Offers an OpenAI-compatible API for convenient developer usage.
Local Running Support: Provides example code for performing model inference using Huggingface's Transformers locally.

Targeted at developers
programming educators
and researchers
DeepSeek-Coder-V2-Lite-Base can be utilized for code generation
teaching assistance

Developers leverage the model to rapidly generate code for a sorting algorithm.
Programming educators utilize the model as a teaching aid
demonstrating code implementation processes.
Researchers employ the model for experiments and evaluations of code generation tasks.

1. Visit the Huggingface model library page and download the DeepSeek-Coder-V2-Lite-Base model.
2. Install the Huggingface Transformers library for model loading and inference.
3. Utilize the provided example code for code completion
code insertion
or chat completion functionality testing.

Visit

DeepSeek-Coder-V2-Lite-Base Visit Over Time

Monthly Visits

19075321

Bounce Rate

45.07%

Page per Visit

5.5

Visit Duration

00:05:32

DeepSeek-Coder-V2-Lite-Base Visit Trend

DeepSeek-Coder-V2-Lite-Base Visit Geography

DeepSeek-Coder-V2-Lite-Base Traffic Sources

DeepSeek-Coder-V2-Lite-Base Alternatives

Qwen2.5-Coder-7B — A 7 billion parameter code generation model from the Qwen2.5-Coder series.

Programming•Code Generation•Code Reasoning

Qwen2.5-Coder-14B-Instruct — A 14 billion parameter code generation model in the Qwen2.5-Coder series.

Programming•Code Generation•Code Reasoning

Qwen2.5-Coder-32B-Instruct — Open-source code generation large language model

Programming•Code Generation•Code Reasoning

OpenHands — An open-source AI developer assistant that enhances development efficiency.

Programming•Developer Tools•Code Generation

CursorLens — An open-source dashboard providing AI-assisted coding for Cursor.sh IDE.

InternationalSelection•Open Source•AI Assistance

168

DeepSeek-Coder-V2 — Open-source code language model, enhancing programming intelligence.

Programming•Code Generation•Programming Assistance

2064

Codestral — Codestral is an AI model built for code generation tasks.

InternationalSelection•Code Generation•AI-Assisted Development

630

Qwen1.5-110B — The first petabyte-scale open-source model in the Qwen1.5 series, supporting multilingual functionality and an efficient Transformer decoder architecture.

ChineseSelection•Artificial Intelligence•Machine Learning

564

Yi-9B — Next-generation open-source and bilingual large language model

Productivity•Large Model•Open Source

1686

OpenCodeInterpreter — An open-source system that integrates code generation and execution

Programming•Code Generation•Execution Feedback

780

Code Llama 70B — An Open-Source Code Generation Model

OpenSource•Open Source•Code Generation

1512

Qwen2.5-Coder-14B-Instruct-AWQ — An open-source large language model focused on code generation and reasoning.

Programming•Code Generation•Code Reasoning

ElevenLabs Projects — A comprehensive workflow for converting books into audiobooks and scripts into podcasts.

InternationalSelection•AI Audio•Audiobooks

Qwen2.5-Coder-32B-Instruct-GPTQ-Int8 — Open-source code generation language model

Programming•Code Generation•Long Text Processing

Qwen2.5-Coder-32B-Instruct-GPTQ-Int4 — An open-source language model for code generation with 3.25 billion parameters.

Programming•Code Generation•Code Inference

Qwen2.5-Coder-32B-Instruct-GGUF — Open-source code generation language model

Programming•Code Generation•Code Reasoning

Qwen2.5-Coder-32B-Instruct-AWQ — Open-source large language model for code generation

Programming•Code Generation•Code Inference

Archgw — An open-source GenAI application gateway for rapidly building personalized AI applications.

Programming•Open Source•GenAI

Neural Magic — Experts in AI model deployment and inference optimization

InternationalSelection•Machine Learning•Model Optimization

Qwen2.5-Coder-0.5B-Instruct — Instruction-tuned 0.5B parameter code generation model in the Qwen2.5-Coder series

Programming•Code Generation•Code Reasoning

Qwen2.5-Coder-0.5B — The 0.5B parameter code generation model in the Qwen2.5-Coder series.

Programming•Code Generation•Code Reasoning

llama-ocr — A free npm library that utilizes Llama 3.2 Vision for OCR, outputting text in markdown format.

Productivity•together ai•vLLMs

108

Qwen2.5-Coder-1.5B — 1.5B parameter code generation model in the Qwen2.5-Coder series

Programming•Code Generation•Code Reasoning

Qwen2.5-Coder-1.5B-Instruct — This is a 1.5B parameter code generation model in the Qwen2.5-Coder series.

Programming•Code Generation•Code Reasoning

face_anon_simple — Facial anonymization technology that retains key details while effectively protecting privacy.

Image•Facial Anonymization•Privacy Protection

Qwen2.5-Coder-3B — The 3B parameter model in the Qwen2.5-Coder series focuses on code generation and comprehension.

Programming•Code Generation•Code Reasoning

Best AI Websites & Tools

DeepSeek-Coder-V2-Lite-Base

DeepSeek-Coder-V2-Lite-Base Visit Over Time

DeepSeek-Coder-V2-Lite-Base Visit Trend

DeepSeek-Coder-V2-Lite-Base Visit Geography

DeepSeek-Coder-V2-Lite-Base Traffic Sources

DeepSeek-Coder-V2-Lite-Base Alternatives

Qwen2.5-Coder-7B — A 7 billion parameter code generation model from the Qwen2.5-Coder series.

Qwen2.5-Coder-14B-Instruct — A 14 billion parameter code generation model in the Qwen2.5-Coder series.

Qwen2.5-Coder-32B-Instruct — Open-source code generation large language model

OpenHands — An open-source AI developer assistant that enhances development efficiency.

Praises — A text-to-speech tool that helps you easily read text.

OmniSenseVoice — Ultra-fast speech recognition with precise timestamps

Yi-Coder — An open-source large language model for efficient coding

CursorLens — An open-source dashboard providing AI-assisted coding for Cursor.sh IDE.

DeepSeek-Coder-V2 — Open-source code language model, enhancing programming intelligence.

Codestral — Codestral is an AI model built for code generation tasks.

Qwen1.5-110B — The first petabyte-scale open-source model in the Qwen1.5 series, supporting multilingual functionality and an efficient Transformer decoder architecture.

Yi-9B — Next-generation open-source and bilingual large language model

OpenCodeInterpreter — An open-source system that integrates code generation and execution

Code Llama 70B — An Open-Source Code Generation Model

Qwen2.5-Coder-14B-Instruct-AWQ — An open-source large language model focused on code generation and reasoning.

ElevenLabs Projects — A comprehensive workflow for converting books into audiobooks and scripts into podcasts.

Qwen2.5-Coder-32B-Instruct-GPTQ-Int8 — Open-source code generation language model

Qwen2.5-Coder-32B-Instruct-GPTQ-Int4 — An open-source language model for code generation with 3.25 billion parameters.

Qwen2.5-Coder-32B-Instruct-GGUF — Open-source code generation language model

Qwen2.5-Coder-32B-Instruct-AWQ — Open-source large language model for code generation

Archgw — An open-source GenAI application gateway for rapidly building personalized AI applications.

Neural Magic — Experts in AI model deployment and inference optimization

Qwen2.5-Coder-0.5B-Instruct — Instruction-tuned 0.5B parameter code generation model in the Qwen2.5-Coder series

Qwen2.5-Coder-0.5B — The 0.5B parameter code generation model in the Qwen2.5-Coder series.

llama-ocr — A free npm library that utilizes Llama 3.2 Vision for OCR, outputting text in markdown format.

Qwen2.5-Coder-1.5B — 1.5B parameter code generation model in the Qwen2.5-Coder series

Qwen2.5-Coder-1.5B-Instruct — This is a 1.5B parameter code generation model in the Qwen2.5-Coder series.

face_anon_simple — Facial anonymization technology that retains key details while effectively protecting privacy.

Qwen2.5-Coder-3B — The 3B parameter model in the Qwen2.5-Coder series focuses on code generation and comprehension.