Model Detail human-review-recommended License review needed

DeepSeek-Coder-V2 Lite 16B

DeepSeek's efficient MoE coder. 16B total / 2.4B active.

DeepSeekDEEPSEEKdeepseek2024-06
Parameters
16B
2.4B active
Context window
128K
Long context
Architecture
decoder only transformer
moe
Quality score
88
Planner signal

Task Fit

Code AgentSupported

Tool use, repo work, terminal workflows, and coding benchmarks.

CodeSupported

Code generation, debugging, refactoring, and benchmark signal.

ChatNot a fit

Not marked for chat in the current library.

RAGNot a fit

Not marked for rag in the current library.

VisionNot a fit

Not marked for vision in the current library.

Image GenerationNot a fit

Not marked for image generation in the current library.

Video GenerationNot a fit

Not marked for video generation in the current library.

VoiceNot a fit

Not marked for voice in the current library.

Source Confidence

Overallhigh · 94/100
ParametersReviewed / seeded
Task fitReviewed / seeded
MemorySeeded artifact
LicenseNeeds review
BenchmarksAvailable
Hardware fitCalculated

Variants and Quant Artifacts

Choose the artifact first; hardware fit follows from RAM, VRAM, format, and runtime.

3 artifacts
QuantFormatQualityMin RAMReco RAMRuntimeAction
Q4_K_Mggufbalanced12GB24GBollama, llama.cpp, lm-studio Plan with this
Q5_K_Mggufbalanced13GB24GBollama, llama.cpp, lm-studio Plan with this
Q8_0ggufhigh20GB24GBollama, llama.cpp, lm-studio Plan with this

Recommended Hardware

Cheapest That Works
NVIDIA RTX 3060 12GB
Compatible

Lowest estimated 5-year cost that can run this model.

12GB VRAM$1,570 / 5y
Best Value
NVIDIA RTX 5090 32GB
Compatible

Plenty of fast-memory headroom for this model.

32GB VRAM$4,788 / 5y
Best Performance
NVIDIA RTX 6000 Blackwell 96GB
Compatible

Highest local performance signal among compatible hardware.

96GB VRAM$12,376 / 5y

Benchmarks

Humaneval88.1%
Livecodebench65%

Source and Review

Hugging Facedeepseek-ai/DeepSeek-Coder-V2-Lite-Instruct
Ollamadeepseek-coder-v2:16b
Verificationhuman-review-recommended
Artifact sourceseeded
Default variantDeepSeek-Coder-V2 Lite 16B Coder
Tool callingSupported

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