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High DeepSeek-Coder-V2 excels in coding benchmarks like HumanEval (90.2%) and MATH (75.7%), matching or surpassing closed-source models such as GPT-4-Turbo and Claude 3 Opus, though its general intelligence score is lower at 11 on the Artificial Analysis Index. Reasoning

Deepseek Coder

DeepSeek Coder is a powerful open-source AI model trained on vast code repositories, excelling in generating, debugging, and optimizing code across over 80 programming languages. Empower your development with its precise, context-aware assistance—like having an tireless senior developer at your fingertips.

I cannot provide a definitive answer based on the search results. The results mention "deepseek-coder" in one GitHub issue title but do not specify its context window size. The search results primarily discuss DeepSeek-V3 (128k), DeepSeek-R1 (128k input), and DeepSeek Chat (64k), but not the specific context window for DeepSeek Coder. Context
High DeepSeek-Coder-V2 excels in coding benchmarks like HumanEval (90.2%) and MATH (75.7%), matching or surpassing closed-source models such as GPT-4-Turbo and Claude 3 Opus, though its general intelligence score is lower at 11 on the Artificial Analysis Index. Intelligence
Nov '23 Knowledge

Available for Chat, Vision, and File Uploads.

Performance Benchmarks

HumanEval
78.6%
MMLU
88.5%
MATH
90.2%

How do you want to interact?

Start a Conversation

Ask anything.
Have a natural conversation, brainstorm ideas, draft emails, or ask for advice.

Start Chatting

Use a Persona

Specialized Experts.
Instruct the AI to act as a Coding Tutor, Marketing Expert, or Travel Guide.

Pick a Persona

Why use Deepseek Coder?

Automatic Code Generation

Generates complete code from text descriptions or prompts across multiple languages

Code Completion

Provides contextual, real-time suggestions and infilling with 16K window for project-level support

Error Detection & Optimization

Detects errors, optimizes algorithms, and enhances performance in real-time

Capability Examples

Code Generation from Description
Create a Python function to sort a list of dictionaries by a specific key.
def sort_dicts_by_key(dicts, key): return sorted(dicts, key=lambda x: x[key])
Fill-in-the-Middle Completion
def quicksort(arr): <｜if len(arr) <= 1: return arr low = 0 high = len(arr) - 1｜> pivot = arr[(low + high) // 2] left = [x for x in arr if x < pivot] middle = [x for x in arr if x == pivot] right = [x for x in arr if x > pivot] return quicksort(left) + middle + quicksort(right)
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How to use

1
Go to Chat

Navigate to the "AI Chat" page.

2
Select Model

Ensure Deepseek Coder is selected.

3
Type Prompt

Ask a question or paste code.

4
Interact

Refine the answer by replying to the AI.

Compare LLMs Side-by-Side

Is Deepseek Coder better than Claude 3.5 or Gemini? Test same prompts simultaneously in the Chat Playground.

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