This is freakin' crazy - so DeepSeek has 10 month payback on GPU purchase, despite being 20 times cheaper than OpenAI/Anthropic. And they are enabling everyone + every company to have your own AI, your own inference, your own data.
Cancel the fucking IPOs 😂 This is so insane 😂
Wow 🤩 The whale 🐳 isn’t just shipping highly efficient, affordable frontier models - they’re open-sourcing the production inference stack that actually serves them at scale.
DeepInfer (Apache 2.0) powers DeepSeek-V4.1-Flash w the same high-th/put, low-latency runtime used in production. It includes optimized kernels, Attention DP / balanced CP, MoE EP + EPLB, DSpark speculative decoding w confidence-scheduled verification, SWA bounded replay (to cut prefill work), 0-overhead asynchronous scheduling, batch-invariant inference, deterministic sampling, + structured outputs.
Offline inference examples run from local Hugging Face checkpoints w no network required once the weights are cached. They also open-sourced deepseek-recipe, the production tokenizer/encoding path so community deployments match official API behavior.
Open models + open kernels + open production inference. That’s a meaningfully different trajectory the whale 🐳 is offering to the world. I freakin love these guys 💙🥹💙