@Mnilax: China f*cked the world again DeepSeek just dropped a killer library that saves up to 98% on tokens ur GPT Astra and Opu…

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DeepSeek released DeepGEMM, an open-source GPU math engine used to train and run its own models, claiming up to 98% token cost savings by squeezing more tokens per second out of existing GPUs.

China f*cked the world again DeepSeek just dropped a killer library that saves up to 98% on tokens ur GPT Astra and Opus 5.5 it's DeepGEMM, the engine DeepSeek trains and runs its own models on faster GPU math -> more tokens per GPU -> cheaper tokens > plug the engine DeepSeek uses into your own models > squeeze more tokens per second out of the GPUs you already pay for > match or beat expert-tuned GPU libraries on speed u will pay $1.6 instead of $50 its sitting in one public repo, link below
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Cached at: 10/05/26, 01:21 AM

China f*cked the world again

DeepSeek just dropped a killer library that saves up to 98% on tokens ur GPT Astra and Opus 5.5

it’s DeepGEMM, the engine DeepSeek trains and runs its own models on

faster GPU math -> more tokens per GPU -> cheaper tokens

plug the engine DeepSeek uses into your own models squeeze more tokens per second out of the GPUs you already pay for match or beat expert-tuned GPU libraries on speed

u will pay $1.6 instead of $50

its sitting in one public repo, link below

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deepseek-ai/DeepGEMM

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DeepSeek releases DeepGEMM, a high-performance CUDA kernel library for LLM computation primitives including FP8/FP4/BF16 GEMMs, fused MoE with overlapped communication, and MQA scoring, compiled at runtime via JIT with no installation-time CUDA compilation required. The library achieves up to 1550 TFLOPS on H800 and matches or exceeds expert-tuned libraries across various matrix shapes.

@seclink: Chinese startup DeepSeek announced on Friday that its 75% discount on the DeepSeek-V4-Pro API will become permanent, with prices as low as $0.003625 per million cached input tokens and $0.87 per million output tokens—approximately 34 times cheaper than OpenAI's GPT-5.5. The model has 1.6 trillion...

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DeepSeek has made its V4-Pro API price cut of 75% permanent, with per-million cached input tokens at just $0.003625 and output tokens at $0.87, about 34 times cheaper than OpenAI's GPT-5.5. The model has 1.6 trillion parameters but requires only 49 billion active parameters, supports a 1-million-token context, and leads in coding and reasoning benchmark tests.