DeepSeek Coder V2 Lite -- MoE architecture (2.4B active params from 15.7B total). Best open code model for its compute class. 338 programming languages. Fine-tune on proprietary codebases with DP guarantees.

Privacy Guarantees

Feature	Status
Sandboxed training (no network egress)	Yes
PII output guardrails	Yes
Encrypted training logs	Yes
Zero telemetry	Yes
DP-SGD training support	Yes
Privacy certificate on export	Yes

Quick Start

bash

pip install ltce
ltce pull lattice-ai/deepseek-coder-v2-lite
ltce train ./your-code --model deepseek-coder-v2-lite --epsilon 4.8 --method qlora
ltce verify ./output/adapter

Base Model

deepseek-ai/DeepSeek-Coder-V2-Lite-Instruct

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