<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.sitemaps.org/schemas/sitemap/0.9 http://www.sitemaps.org/schemas/sitemap/0.9/sitemap.xsd" xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
<url>
<loc>https://iqiancheng.github.io/posts/practical_ssh_forwarding_scenarios/</loc>
<lastmod>2026-08-10T23:11:39+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/92/</loc>
<lastmod>2026-08-10T23:03:26+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/94/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/95/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/96/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/97/</loc>
<lastmod>2026-08-10T22:34:45+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/100/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/macos_battery_watts_check/</loc>
<lastmod>2026-08-10T22:22:33+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/104/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/107/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/109/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/111/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/118/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/121/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/128/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/129/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/133/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/137/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/141/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/143/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/148/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/150/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/optimizer-states-in-llm-training/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/154/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/155/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/156/</loc>
<lastmod>2026-08-10T22:04:59+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/157/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/158/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/159/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/160/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/161/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/162/</loc>
<lastmod>2026-08-10T23:11:39+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/llm-training-memory-estimation/</loc>
<lastmod>2026-08-10T23:11:39+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/llm-train-infer-communities-blogs/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/training-framework-config-driven-instantiation/</loc>
<lastmod>2026-08-10T22:04:59+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/tailscale-home-multidevice-vps-gpt/</loc>
<lastmod>2026-08-10T23:11:39+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/apple-domains-proxy-rules/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/github-cdn-china-jsdelivr/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/stash-availability-check-tiles/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/multi-agent-orchestration-deep-dive/</loc>
<lastmod>2026-08-10T23:11:39+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/hermes-mimo-update-conflict/</loc>
<lastmod>2026-08-10T22:04:59+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/hermes-yolo-mode-approval-bypass/</loc>
<lastmod>2026-08-10T23:11:39+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/vllm-v020-architecture/</loc>
<lastmod>2026-08-10T22:04:59+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/vllm-v020-optimization-guide/</loc>
<lastmod>2026-08-10T23:11:39+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/claude-code-cli-third-party-gateway/</loc>
<lastmod>2026-08-10T22:32:58+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/claude-desktop-third-party-inference/</loc>
<lastmod>2026-08-10T22:04:59+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/codex-cli-third-party-gateway/</loc>
<lastmod>2026-08-10T22:32:58+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/cursor-free-plan-bluerouter-gateway-wip/</loc>
<lastmod>2026-08-10T22:32:58+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/engineer-file-organization-para/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/python-cpu-bottleneck-troubleshooting-sop/</loc>
<lastmod>2026-08-10T22:32:58+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/qwen3-fusion-triton-series-design/</loc>
<lastmod>2026-08-10T23:03:26+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/qwen3-understand-model-identify-fusion/</loc>
<lastmod>2026-08-10T22:32:58+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/speech-model-preprocessing-glossary/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/speech-models-fundamentals-pretrained-asr/</loc>
<lastmod>2026-08-10T22:32:58+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/speech-recognition-architecture-evolution/</loc>
<lastmod>2026-08-10T22:32:58+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/three-more-posts-accuracy-gc-cudagraph-design/</loc>
<lastmod>2026-08-10T23:03:26+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/training-inference-acceleration-troubleshooting-sop/</loc>
<lastmod>2026-08-10T22:32:58+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/training-inference-engineer-cli-toolkit/</loc>
<lastmod>2026-08-10T22:32:58+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/triton-kernel-fusion-practice/</loc>
<lastmod>2026-08-10T22:32:58+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/cuda-graph-qwen3-dense/</loc>
<lastmod>2026-08-10T22:32:58+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/edge-multimodal-end-to-end/</loc>
<lastmod>2026-08-10T22:32:58+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/fused-kernel-accuracy-alignment/</loc>
<lastmod>2026-08-10T22:32:58+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/gradient-checkpointing-qwen3-dense/</loc>
<lastmod>2026-08-10T22:32:58+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/image-diffusion-acceleration-flux-sd3-dmd2/</loc>
<lastmod>2026-08-10T22:32:58+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/kimi-moonshot-technical-insights-wip/</loc>
<lastmod>2026-08-10T22:32:58+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/moe-to-dense-distillation/</loc>
<lastmod>2026-08-10T22:32:58+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/moe-training-acceleration-deepep-qwen3/</loc>
<lastmod>2026-08-10T22:32:58+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/music-audio-generation-acceleration/</loc>
<lastmod>2026-08-10T22:32:58+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/rl-training-qwen3-vllm-verl/</loc>
<lastmod>2026-08-10T22:32:58+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/robotic-vla-training-inference-acceleration/</loc>
<lastmod>2026-08-10T22:32:58+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/segmentation-sam2-training-acceleration/</loc>
<lastmod>2026-08-10T22:32:58+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/speculative-decoding-eagle3-vllm/</loc>
<lastmod>2026-08-10T22:32:58+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/speech-audio-acceleration-stack/</loc>
<lastmod>2026-08-10T23:11:39+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/tailscale-vps-exit-node-custom-port/</loc>
<lastmod>2026-08-10T22:34:45+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/training-inference-acceleration-map/</loc>
<lastmod>2026-08-10T22:32:58+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/training-inference-efficiency-metrics/</loc>
<lastmod>2026-08-10T23:03:26+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/training-inference-nine-more-posts-design/</loc>
<lastmod>2026-08-10T23:03:26+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/training-inference-quality-metrics/</loc>
<lastmod>2026-08-10T23:03:26+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/video-3d-diffusion-acceleration/</loc>
<lastmod>2026-08-10T22:32:58+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/watermark-removal-image-editing-acceleration/</loc>
<lastmod>2026-08-10T22:32:58+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/docker-registry-mirrors-china/</loc>
<lastmod>2026-08-10T22:32:58+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/synology-nas-advanced-exploration/</loc>
<lastmod>2026-08-10T23:11:39+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/synology-nas-gfw-audit-mihomo/</loc>
<lastmod>2026-08-10T22:32:58+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/synology-nas-nfd-cloud-sync/</loc>
<lastmod>2026-08-10T22:32:58+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/synology-nas-pool2-recovery/</loc>
<lastmod>2026-08-10T22:32:58+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/synology-nas-reboot-drill/</loc>
<lastmod>2026-08-10T22:32:58+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/synology-nas-security-hardening/</loc>
<lastmod>2026-08-10T22:32:58+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/synology-nas-storage-optimization/</loc>
<lastmod>2026-08-10T22:32:58+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/tailscale-synology-nas-real-world/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/ec2-cross-region-migration-ssh-self-lockout/</loc>
<lastmod>2026-08-10T23:11:39+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/claude-as-dev-environment-optimizer/</loc>
<lastmod>2026-08-10T22:04:59+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/architecture-merge-five-innovations-qwen3/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/architecture-upgrade-accuracy-vs-speed/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/attention-variant-selection-five-experiments/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/bias-weight-decay-mathematical-proof/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/block-attention-residual-triton-kernel/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/cola-ffn-location-up-vs-down-proj/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/cola-low-rank-ffn-negative-result/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/grpo-sapo-verl-rl-training-landscape/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/infolaw-repetition-model-size-sensitivity/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/llm-data-engineering-methodology/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/llm-engineering-pitfalls-awareness/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/llm-training-dynamics-intuition/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/long-context-training-rope-extension/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/mixture-scaling-law-repetition-tolerance/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/moe-expert-routing-training-stability/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/mopd-multi-teacher-distillation-temperature/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/muonclip-moe-optimizer-loss-spike/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/non-coder-deploy-private-search-with-ai-agent/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/partial-moe-scaling-law-estimation/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/ple-parameter-scaling-dead-zone/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/rl-tool-use-interaction-collapse/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/searxng-private-metasearch-deploy/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/sparse-attention-flash-decoding-io-aware/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/special-token-collision-multimodal/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/speculative-decoding-mtp-drafter/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/swiftkv-layer-count-device-speed/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/swiftkv-rl-recovery-lifecycle/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/tst-token-superposition-training-speedup/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/ulysses-context-parallelism-long-training/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/attention-mechanism-engineering-perspective/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/learning-rate-schedule-engineering/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/llm-architecture-design-taste/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/llm-rl-distillation-pipeline/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/loss-design-beyond-cross-entropy/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/muon-optimizer-beyond-adam/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/per-token-loss-multimodal-gradient-dilution/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/rope-positional-encoding-deep-dive/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/sample-packing-attention-masking-hallucination/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/softmax-temperature-numerical-stability/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/swa-gated-attention-loss-vs-downstream/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/swiftkv-kv-cache-cross-layer-prediction/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/tokenizer-vocab-design-tradeoffs/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/embedding-lm-head-weight-tying/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/gradient-engineering-training-stability/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/activation-recomputation-not-free-lunch/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/decoding-strategies-serving-tradeoffs/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/layer-scalar-adam-drift-quantization/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/davinci-data-processing-depth-curriculum/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/mglu-shared-weight-negative-result/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/moe-rl-routing-replay-r3/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/sam-sharpness-pretraining-quantization/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/swa-lowrank-gated-hybrid-rope-longcontext/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/visual-ple-failure-self-supervised-loop/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/github-search-advanced-tips/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/arxiv-paper-triage-methodology/</loc>
<lastmod>2026-08-10T23:11:39+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/kl-cosine-sim-metrics-deepdive/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/dmd-dmd2-distillation-evolution/</loc>
<lastmod>2026-08-10T21:46:37+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/posts/multimodal-rope-decoupling/</loc>
<lastmod>2026-08-10T22:18:11+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/</loc>
<lastmod>2026-08-10T23:12:57+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/tags/</loc>
<lastmod>2026-08-10T23:12:57+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/archives/</loc>
<lastmod>2026-08-10T23:12:57+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/about/</loc>
<lastmod>2026-08-10T23:12:57+08:00</lastmod>
</url>
<url>
<loc>https://iqiancheng.github.io/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/tags/networking/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/tags/cli/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/tags/security/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/tags/training/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/tags/llm/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/tags/methodology/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/tags/data/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/tags/metrics/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/tags/inference/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/tags/serving/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/tags/github/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/tags/tooling/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/tags/hardware/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/tags/multimodal/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/tags/memory/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/tags/agent/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/tags/quantization/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/tags/rl/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/tags/optimizer/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/tags/architecture/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/tags/attention/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/tags/prompt/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/tags/debugging/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/tags/pytorch/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/tags/moe/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/tags/proxy/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/tags/devops/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/tags/kv-cache/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/tags/speculative-decoding/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/tags/kernels/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/tags/vllm/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/tags/workflow/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/tags/qwen/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/tags/triton/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/tags/rope/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/tags/speech/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/tags/efficiency/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/tags/edge/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/tags/diffusion/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/tags/distillation/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/tags/audio/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/tags/docker/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/tags/nas/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/tags/scaling-law/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/tags/long-context/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/tags/stability/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/tags/search/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/tags/tokenizer/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/tags/parallelism/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/tags/paper/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/tooling/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/networking/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/hardware/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/%E5%B7%A5%E7%A8%8B%E5%AE%9E%E8%B7%B5/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/%E8%AE%AD%E7%BB%83%E6%A1%86%E6%9E%B6/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/%E7%BD%91%E7%BB%9C/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/%E5%AE%B6%E5%BA%AD%E5%AE%9E%E9%AA%8C%E5%AE%A4/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/ios/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/%E5%B7%A5%E5%85%B7/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/ai-agent/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/%E6%9E%B6%E6%9E%84/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/agent/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/llm%E6%8E%A8%E7%90%86/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/%E4%BC%98%E5%8C%96/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/llm/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/%E6%95%88%E7%8E%87/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/%E6%96%B9%E6%B3%95%E8%AE%BA/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/python/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/%E6%80%A7%E8%83%BD%E4%BC%98%E5%8C%96/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/%E8%AF%AD%E9%9F%B3/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/%E7%AB%AF%E4%BE%A7%E9%83%A8%E7%BD%B2/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/%E7%94%9F%E6%88%90%E6%A8%A1%E5%9E%8B/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/%E5%85%AC%E5%8F%B8%E6%8A%80%E6%9C%AF%E6%B4%9E%E5%AF%9F/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/%E8%AE%AD%E7%BB%83%E5%8A%A0%E9%80%9F/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/moe/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/%E5%BC%BA%E5%8C%96%E5%AD%A6%E4%B9%A0/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/%E6%9C%BA%E5%99%A8%E4%BA%BA/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/%E5%88%86%E5%89%B2/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/%E8%BF%90%E7%BB%B4/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/%E8%AF%84%E6%B5%8B/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/%E8%A7%86%E9%A2%91%E7%94%9F%E6%88%90/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/%E5%9B%BE%E5%83%8F%E7%BC%96%E8%BE%91/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/homelab/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/devops/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/storage/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/security/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/aws/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/%E4%BA%8B%E6%95%85%E5%A4%8D%E7%9B%98/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/%E6%A8%A1%E5%9E%8B%E6%9E%B6%E6%9E%84/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/%E8%AE%AD%E7%BB%83%E5%B7%A5%E7%A8%8B/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/%E6%95%B0%E6%8D%AE%E5%B7%A5%E7%A8%8B/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/%E8%AE%AD%E7%BB%83%E5%8A%A8%E5%8A%9B%E5%AD%A6/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/%E9%95%BF%E4%B8%8A%E4%B8%8B%E6%96%87/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/%E8%AE%AD%E7%BB%83%E7%AD%96%E7%95%A5/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/%E8%92%B8%E9%A6%8F/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/ai-%E5%8D%8F%E4%BD%9C/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/%E8%87%AA%E6%89%98%E7%AE%A1/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/%E6%8E%A8%E7%90%86%E4%BC%98%E5%8C%96/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/%E5%A4%9A%E6%A8%A1%E6%80%81/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/%E5%88%86%E5%B8%83%E5%BC%8F%E8%AE%AD%E7%BB%83/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/%E7%9F%A5%E8%AF%86%E8%92%B8%E9%A6%8F/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/%E4%BC%98%E5%8C%96%E5%99%A8/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/%E4%BD%8D%E7%BD%AE%E7%BC%96%E7%A0%81/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/%E6%95%B0%E5%80%BC%E8%AE%A1%E7%AE%97/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/categories/nlp%E5%9F%BA%E7%A1%80/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/page2/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/page3/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/page4/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/page5/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/page6/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/page7/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/page8/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/page9/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/page10/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/page11/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/page12/</loc>
</url>
<url>
<loc>https://iqiancheng.github.io/page13/</loc>
</url>
</urlset>
