#DeepSeek makes 2 major announcements

1. Starting today, DeepSeek is offering significant discounts on their API Platform during off-peak hours (16:30-00:30 UTC daily):
• DeepSeek-V3: 50% OFF
• DeepSeek-R1: Massive 75% OFF

This means you can access powerful AI models at a fraction of the cost during these hours. For example, DeepSeek-R1 output cost drops from $2.19 to just $0.550 per 1M tokens!

2. DeepSeek has also released DeepGEMM - an impressive FP8 GEMM library that supports both dense and MoE GEMMs, powering their V3/R1 models.

Key features:
- Up to 1350+ FP8 TFLOPS on Hopper GPUs
- Lightweight with no heavy dependencies
- Fully Just-In-Time compiled
- Core logic at just ~300 lines of code
- Outperforms expert-tuned kernels on most matrix sizes
- Supports dense layout and two MoE layouts