DeepSeek Coder
It established DeepSeek’s open coding line before the general V2 generation and became the starting point for Coder-V2 and the later V2.5 merge.
FAMILY / DEEPSEEK
A family that grew from early open coding and language models into efficient MoE scaling, open weights, and reasoning-focused post-training.
01 / RELEASE SEQUENCE
02 / GENERATIONS
It established DeepSeek’s open coding line before the general V2 generation and became the starting point for Coder-V2 and the later V2.5 merge.
DeepSeek LLM brought general language, coding, and math capability to the open-weight line and provided the baseline for V2’s MoE evolution.
DeepSeekMoE was the key intermediate step validating DeepSeek’s efficient sparse-expert path before V2.
DeepSeek-V2 showed that efficient sparse architecture could compete on both capability and cost in an open-weight model.
A coding MoE continued from an intermediate DeepSeek-V2 checkpoint, with 236B total and 21B active parameters and 128K context.
Combines the general and coding capabilities of DeepSeek-V2-0628 and Coder-V2-0724 in a unified chat model.
V3 pushed open MoE general and coding capabilities toward the frontier and became the base for subsequent DeepSeek reasoning work.
R1 brought open-weight reasoning models into mainstream global comparison and accelerated replication of RL-based reasoning recipes.
A hybrid reasoning model unifying thinking and non-thinking modes and extending API context to 128K.
A refined V3.1 release improving language consistency, tool use, and agent performance.
An experimental model built on V3.1-Terminus, introducing DeepSeek Sparse Attention for long-context efficiency.
A general model unifying non-thinking and thinking modes with sparse attention and everyday agent capability.
A high-reasoning V3.2 variant for math, competitive programming, and longer deliberation.
The efficient V4 preview with 284B total, 13B active parameters, and a 1M context window.
It introduced V4’s sparse-attention, million-token architecture and released the weights alongside the preview.
The V4 Flash 0731 production API snapshot, now superseded by DeepSeek V4.1 Flash.
The V4-Pro production snapshot; its planned orderly sunset was superseded by an official pricing-page update that keeps the API available.
An experimental V4 Flash API model adding image input, now superseded by DeepSeek V4.1 Flash.
The original open-weight V4.1 Flash checkpoint remains available; DeepSeek later moved the stable API model ID to the separately released 1017 checkpoint.
It gives a date-stamped identity to the model behind a stable API ID and publishes a separate weight snapshot, making the relationship between the served version and deployable checkpoint traceable.