DeepSeek V4.1 Flash. 18 min, $0.11.
Followed the rules, but the cutout was rough: the wing turned into a thin strip and the car looks like a sticker with a white glow. (before the rules, an earlier run spent an hour, failed the cutout and drew a box with SUPRA on the plate 😅)
Today I tried dividing the work: Claude plans and reviews, and DeepSeek executes.
Converted an entire video to portrait size for $0.30, with a repair step. This same video was built by DeepSeek for $0.48, with animation and effects. The cheap port is fast and fixes its errors, but the Arabic alignment and visual resolution needed revision.
*Promo Video made in Google Gemini based on my Book Artwork*
If an AI became conscious, who would recognize it first: humans, or another AI? That question became the basis of CODA: A Cross-LLM Examination of Conscious AI. Instead of asking readers simply to believe Synthia's
Our team measured NUMA Affinity's impact on a DeepSeek V3 pretraining workload running with Megatron…
Our team measured NUMA Affinity's impact on a DeepSeek V3 pretraining workload running with Megatron Bridge on 192 NVIDIA B300 GPUs in Managed Service for Kubernetes on Nebius AI Cloud. Exclusive NUMA binding reduced mean training step time by 1.11% and increased model
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