github.com · Open Weight Models
Large mixture of experts model from DeepSeek whose technical report detailed efficient training tricks such as multihead latent attention.
DeepSeek-V3 is one of 20 open weight model tools on Axiomi. See all open weight model tools or how we check facts.
// guides
Can you run DeepSeek V4.1 Flash locally? Real RAM, VRAM and disk needs by GGUF, Strata on one 12 GB GPU, the llama.cpp PR, vLLM, Ollama and DGX Spark.
Run DeepSeek Locally with Ollama: pick R1 distill tags by download size, set context length, handle thinking output, and know when 671B V3 is server only.
Speculative decoding vs MTP explained: how draft models, EAGLE-3, MTP heads and DFlash speed up LLM output, and how to enable each in llama.cpp, vLLM or SGLang.
Open weight vs open source AI explained: what the OSI definition requires, which popular models are which, and a licence table checked against model cards.
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