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Blogs

DatePostSummary
2026-07-28PegaInfer Weight Loading: The Complete Data Path from Safetensors to GPUSafetensors index addressing, TP/FP8/EP sharding, two-slot pinned staging, and a startup-time comparison with vLLM.
2026-07-17Speculative DecodingFrom output entropy and verification correctness to EAGLE draft models and dynamic verify length.
2026-07-10See Qwen3 Decode as a CUDA GraphOne flag exports a detailed DOT for LLMs and a folded high-resolution PNG for people.
2026-06-20Co-locating Prefill and Decode on One GPU: Green Contexts for Higher ThroughputCUDA Green Contexts, SM partitioning, prefill/decode overlap, and PegaInfer benchmark results.
2026-06-13PegaInfer 0.1.0: Writing a Production-Grade Inference Engine in RustRust runtime story, RTX 5090 serving benchmarks, prefix-cache TTFT, and pegaflow KV offload.