DeepSeek Drastically Reduces Training Compute Costs Across Models
DeepSeek has drastically reduced its training compute costs across model generations. The latest V4-Flash model requires only 66,000 GPU hours to train 1T tokens, a significant drop from the 300,000 hours needed for V1, showcasing extreme efficiency in MoE architecture.
2026-08-01 ~ 2026-08-01 · 2 related posts
- Episode 1: DeepSeek-V4-Flash Architecture Leaked with Million-Token Context(2026-07-31, 3 posts)
- Episode 2: Unsloth Releases Quantized DeepSeek V4 Flash 0731 for Local Deployment(2026-07-31, 6 posts)
- Episode 3: DeepSeek on Huawei Ascend Beats OpenAI in Inference Profitability(2026-08-01, 2 posts)
- Episode 4: DeepSeek-V4-Flash Excels in Frontend Coding with Unmatched Cost-Performance(2026-08-01, 3 posts)
- Episode 5: DeepSeek V4 Preview: Flash to Introduce Four-Level Reasoning Effort(2026-08-01, 2 posts)
- Episode 6: DeepSeek Drastically Reduces Training Compute Costs Across Models(2026-08-01, 2 posts)
- Episode 7: DeepSeek V4-Flash API Public Beta Launches with Major Agent Upgrades(2026-08-01, 5 posts)
- Episode 8: DeepSeek V4-Flash Costs 105x Less, But Stability and Benchmark Overfitting Questioned(2026-08-01, 17 posts)
- Episode 9: DeepSeek V4 Flash Sparks a Wave of Local Deployment Tests(2026-08-01, 26 posts)
- Episode 10: DeepSeek V4 Flash Quantization Tests Show Major Speed Gains Without Quality Loss(2026-08-04, 2 posts)
- Episode 11: Single RTX 5090 Runs DeepSeek 1M Context(2026-08-04, 2 posts)
- Episode 12: DeepSeek-V4-Flash Tops Cost-Efficiency with Ultra-Low Running Costs(2026-08-05, 4 posts)
- Episode 13: DeepSeek V4 Flash Benchmarks Leak, Outperforming Pro(2026-08-05, 3 posts)
- Episode 14: DeepSeek V4 Flash Tops ARC-AGI Cost-Performance, Costing a Quarter of GPT-5.6(2026-08-08, 9 posts)
- Episode 15: DeepSeek V4 Flash Passes 22 Coding Tests on Dual DGX Spark Cluster(2026-08-10, 2 posts)
- DeepSeek-V3 Trained With Only 180K GPU-Hours, Slashing MoE Compute Costs — teortaxesTex · 2026-08-01
- DeepSeek V4-Flash Slashes Compute to 66K GPU-hours Per 1T Tokens — teortaxesTex · 2026-08-01