Key Specifications

Vendordeepseek
Versioncoder-v2
Release Date2024-06-21
Context Window128000 tokens
Input Modalitiestext
Output Modalitiestext
LicenseDeepSeek License
Documentationhttps://api-docs.deepseek.com/

Benchmark Performance

BenchmarkScoreUnitEvaluated AtNotesSource
MMLU72.3%2024-06-215-shotview
HUMANEVAL88.9pass@12024-06-21view
GSM8K62.9%2024-06-210-shot CoTview
MATH38.2%2024-06-210-shot CoTview
BBH72.3%2024-06-213-shot CoTview
GPQA25.4%2024-06-210-shotview
IFEVAL56.7%2024-06-21prompt_strictview
ARC88.5%2024-06-21challengeview
MUSR40.3%2024-06-210-shotview
WINOGRANDE78.8%2024-06-210-shotview

Pricing

TierPriceCurrency
Input$0.14 / MtokUSD
Output$0.28 / MtokUSD
Cache Read$0 / MtokUSD
Cache Write$0 / MtokUSD

Source: https://api-docs.deepseek.com/quick_start/pricing · as of 2024-06-21

Compliance

  • Data Residency: CN
  • SOC2: ✗
  • HIPAA: ✗
  • GDPR: ✗
  • ISO 27001: ✗

DeepSeek Coder V2

Visão geral do modelo

DeepSeek Coder V2 代码专用 MoE 模型, 128K 上下文, 支持 338 种编程语言, 代码生成能力突出。

Especificações principais

FornecedorVersãoData de lançamentoJanela de contextoModalidades de entradaModalidades de saídaLicença
Deepseekcoder-v22024-06-21128KtexttextDeepSeek License

Desempenho em benchmarks

BenchmarkPontuaçãoUnidadeNotas
MMLU (Massive Multitask Language Understanding)72.3%5-shot
HumanEval88.9pass@1
GSM8K (Grade School Math 8K)62.9%0-shot CoT
MATH38.2%0-shot CoT
BBH (BIG-Bench Hard)72.3%3-shot CoT
GPQA25.4%0-shot
IFEval56.7%prompt_strict
ARC88.5%challenge
MUSR40.3%0-shot
WinoGrande78.8%0-shot

Preços

EntradaSaídaLeitura de cacheEscrita de cache

por milhão de tokens

Pontos fortes

  • HumanEval 88.9, excellent code generation.
  • 采用 MoE 混合专家架构。

Pontos fracos

  • 闭源专有模型,不支持自托管。

Casos de uso

  • 代码生成与调试

Referências