Jan 25, 2024 · Our extensive evaluations demonstrate that DeepSeek-Coder not only achieves state-of-the-art performance among open-source code models across multiple benchmarks but also surpasses existing closed-source models like Codex and GPT-3.5.

Our extensive evaluations demonstrate that DeepSeek-Coder not only achieves state-of-the-art performance among open-source code models across multiple benchmarks but also surpasses existing closed-source models like Codex and GPT-3.5.

DeepSeek Coder is composed of a series of code language models, each trained from scratch on 2T tokens, with a composition of 87% code and 13% natural language in both English and Chinese. We provide various sizes of the code model, ranging from 1B to 33B versions.

DeepSeek Coder comprises a series of code language models trained on both 87% code and 13% natural language in English and Chinese, with each model pre-trained on 2T tokens. We provide various sizes of the code model, ranging from 1B to 33B versions.

We present DeepSeek-Coder-V2, an open-source Mixture-of-Experts (MoE) code language model that achieves performance comparable to GPT4-Turbo in code-specific tasks. Specifically, DeepSeek-Coder-V2 is further pre-trained from an intermediate checkpoint of DeepSeek-V2 with additional 6 trillion tokens.

Jan 29, 2025 · The DeepSeek-Coder model consists of the following components: Encoder 📝: The encoder takes in a sequence of tokens (e.g., code, natural language, or a mix of both) and outputs a continuous representation of the input sequence. Decoder 📢: The decoder generates a sequence of tokens based on the output of the encoder.

Jan 29, 2025 · Overview: DeepSeek Coder is a specialized AI model designed for software development, rivaling models like Codex and GitHub Copilot. Why It Matters: DeepSeek Coder enhances productivity by...

Aug 16, 2024 · Deepseek Coder is composed of a series of code language models, each trained from scratch on 2T tokens, with a composition of 87% code and 13% natural language in both English and Chinese. We provide various sizes of the …

We present DeepSeek-Coder-V2, an open-source Mixture-of-Experts (MoE) code language model that achieves performance comparable to GPT4-Turbo in code-specific tasks. Specifically, DeepSeek-Coder-V2 is further pre-trained from an intermediate checkpoint of DeepSeek-V2 with additional 6 trillion tokens.

Feb 24, 2025 · DeepSeek-Coder-V2 offers improved efficiency in code generation, completion, and chat-based interactions with several model variants meant for various use cases. Its model variants are discussed in this article along with comprehensive instruction on running DeepSeek-Coder-V2 locally.