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github-actions[bot]andnilbuild b62fe07c77 chore: sync content to repo (#10410) 
Co-authored-by: nilbuild <4921183+nilbuild@users.noreply.github.com>
2026-10-01 16:20:36 +02:00
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ai-native-applications@ZqFQmNizkU6ykTMCrmTWf.md
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arithmetic-intensity@bPO6uwod30-ewwbo8i1eU.md
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asynchronous-inference@59mMKSva9vkoMxHErNXOd.md
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asynchronous-inference@LAD5cttwzdbMuWIv3XjG1.md
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attention-mechanism@2KY3T5JVHQBR8pmAiuq0V.md
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attention-optimization@KWM3V7_15_Aur0He9j2Va.md
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attention-variants@6oTnNEsX_6Cu6lowEz9vg.md
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auto-speech-recognition@6PRICRK6aRQCoThxnevB0.md
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autoscaling@o_gotSHKIPtV5SgGN3Vja.md
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benchmarking--profiling@TxK7B_FF38ms3eKPGug2w.md
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bert-style-models@ef3EneMibOaDQkKcpipGY.md
Inference engineering ai engineer resources (#10408)
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blackwell@LihLABERuKBw30G_j48Fj.md
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bottleneck-analysis@Gtd4g4MtB9zFfahRpbE2K.md
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cache-aware-routing@3DR0Qvqu2qUTi9niU_63n.md
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caching-approaches@2nGv7_8PTWYr7uqbudCcX.md
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caching@PzEj5yq1lDQ324RWYpDdQ.md
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capacity-management@xrr5Y1sbN2eyQyuA5LlAW.md
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client-integration@3RkQpvRGWh1Hp_qHlTiXX.md
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client-latency-overhead@gOWGIllIIxhic1NNRfugq.md
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cold-starts@Q3zM9MN5lmHRAUWjdLdXR.md
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compute@o_tknzA4tqcpbU6t5HO-T.md
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consumer-vs-b2b@SFMvVdgTZv_POWFGWWM_s.md
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containerization@--ohScNmF5LR04P8e95AP.md
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continuous-batching@h_PDOMA-V-n7Pab3epuP3.md
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cost-estimation@Gof4kW2LbkNCtH68c7Xvq.md
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cuda@DwJJLFLPHGn9zdccTlLY2.md
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dependency-management@wEaM8VyAo6MFsc3RXQ7Ar.md
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desktop-inference@fQDl7_3nRGa8NFivOIgTP.md
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diffusion-models@aagMwPPmi6ngfkIqZL-Mg.md
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disaggregation@f6PWIqf4LubR7lQztaoB5.md
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distillation@IdNkeL9pzy4lFv17ak1Vy.md
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draft-target-decoding@m0EIHovHWGkWULN0a3C3v.md
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eagle@0FZTg3_ZnTpMOQ078OOxE.md
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embedding-model-inference@GmCkfSeVDJ8T8WLZ7DoOp.md
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embedding-models@Tvt-vX1gWuJZJBHh5vfKu.md
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encoder-decoder-arch@nORbxBOAtl9sNU4sIJgP3.md
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end-to-end-metrics@tENGACXKSKVPmZy9a3D2z.md
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expert-parallelism@62y78y-RXZT_QCUfd-YFE.md
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few-step-image-generation@biVjpCA3bsKI7sa_aBIUE.md
feat(inference-engineering): add learning resources to roadmap topics (#10406)
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fine-tuning@fWJplrAuUStEMNNLQc75G.md
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flashattention@mQcj-H3R789o6nDh8tG9k.md
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frameworks--libraries@D4uNOZgG0w-nFL3a89pDM.md
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geo-aware-load-balancing@mzF2mHSj8cvr9mvr16R0N.md
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gpu-architecture@00JLMvn8DUJBCw6-BxO0y.md
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gpu-models@umz3jScWQViO9-lACUU4f.md
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gpu-procurement@4mbGBgTu8AtrFHVYiffkB.md
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grace--vera@kPT86kA0WwE_fWUAAKCTT.md
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hopper@XQMbaW1tFdO8Os6mxcR2M.md
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image--video-bottlenecks@0lRP9cmoS-_wxQSsIcRQg.md
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image--video-generation@U0l_xCUiizbJfjfrlBaJ0.md
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image--video-models@Mebx7HS-I-eNP5i3f6Clf.md
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image-generation-arch@xsV4WevPzhfydyvxVzGcw.md
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image-generation-inference@lnIHjq4nvCs3zvUln-jHR.md
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indep-component-scaling@SKs0yuBEAyeTPQxLll3EM.md
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inference-engines@01j1KkEB-nIXxP-rENcJ3.md
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inference-vs-training@fVUfQYb8BP_hFMmd1S2-J.md
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instances--interconnects@dAo4PMB_VnRFMSjyDrLj0.md
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inter-token-latency@sre_s0dvpOP0DTM66a3hu.md
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introduction@GL-9aJKTJT9s4maeT37Uf.md
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kernel-selection--fusion@iKW1wqzd5EfRKvNIRshNN.md
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kv-cache-storage@gkt2Gr34RJJf1NZgbmtXf.md
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kv-cache@V678kX8FPChTZCe7Nqwhv.md
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large-language-models@irgGvEnY1_WW1EPtuMKgC.md
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latency-percentiles@8y280d5BPXrDZwtsHZCaX.md
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latency-vs-throughput@kvNIi3aY5rn69_hYkDyUK.md
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llm-based-models@M7K6d-Qw4BpM724LfM1u6.md
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llm-bottlenecks@QVadKzBfLdegat-4wgOMX.md
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local--edge-inference@FilQGz3geyyvHZGyKPW3G.md
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locust@IQuJFfMP1dW0ELlip6LOd.md
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long-context-handling@uL3Fn8XfS1Yv_PJd9R8wi.md
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lora-aware-routing@KdceJEDBdy3TbzG5suE38.md
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measuring-quality-impact@mK_4R8liXtl64iG7ONvgz.md
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memory@5829d5dvXq9qlMSD1CG0N.md
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mixture-of-experts-moe@7BddTfOkWmlL4HAkFBXtq.md
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mobile-inference@kqzHHoiZ9y4tCS6MMlLHQ.md
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model-evaluation@lVf5GoJF_PVTkTiQFTNVg.md
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model-formats--runtimes@lTjWXB8YRwx11e8lxSgNm.md
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model-parallelism@CiXsdHHL0e2DN4ICI5jeX.md
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model-selection@jQAWZ1plw4_wPE1UvE_Ux.md
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modelopt@zhiKpdZm8zOg4e3bm1OgN.md
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multi-cloud@d78UiI_FZyLsU6O52btXg.md
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multi-node-inference@FZx2xsqw_cmYLFS3GMAl-.md
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n-gram@ZOclQMd7JASGXTRyctfW2.md
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neural-networks@p2S0W3EDn768jbqzc7CE7.md
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nims@KB7ExU9X49omOuk9D_Qal.md
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nvidia-dynamo@ctdMz6rHa4Cwl1x19V_5k.md
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nvidia-dynamo@KhTFecXEkHR4WX-_TYY3g.md
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nvidia-genai-perf@zffK61pNUJDwkX7Ukql8y.md
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nvidia@Uq3mE-0WIASHfcBDEnbLj.md
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observability@w-dVv5dFNxD7Rqy16m4uL.md
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omni-modal-models@plw2WiOoGxg64P-Kv-Xm7.md
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online-vs-offline-inf@SkvPauxjmqok4TyNWSACL.md
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onnx-runtime@Vmtbdre3SZzwq3FxOO-Bc.md
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open-vs-closed-models@KAt5FzglOUtH7jLlzDn-I.md
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opsbyte-ratio@uc2enkdtRqA5K7kbgrYJF.md
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other-accelerators@am4Hh-14g6Awk0WcFmVN7.md
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pagedattention@VcIRY4vSi7JkcV6g13vkN.md
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performance-benchmarking@XXfjlqd0CYHwBR5-Kdmmi.md
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pipeline-parallelism@9KLS3gWArBofLEULu3sQc.md
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post-training-quantization@Zvvs8cB98IRee1okBILsS.md
feat(inference-engineering): add learning resources to roadmap topics (#10406)
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prefill--decode-phases@hwKZmfYFiIu6plbiXtJRI.md
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profiling-performance@S2GZw9etrrvEJzV9V-1C_.md
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pytorch@AHVfxQRXmRoiTxC1eeMme.md
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quantization-aware-training@QCXV4Utq0Ajs1krLM3fhg.md
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quantization@DaSqcLHfnJ4_n9utVVTSk.md
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real-time-factor@0-BRllrMiShLlytidGkST.md
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reasoning-models@Y9YkcfblXHEvS-gdEWwaE.md
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request-queueing@k-zXOGynI0B0yyT-n3raa.md
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roofline-model@XF-wMQCqPZiWv1XmryPBP.md
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routing--load-balancing@DSyTAtFC1TvC1P7yD10Nb.md
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safetensors@jkbrf0_JDljWmVq_o9XE-.md
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scale-to-zero@Pi87dWgu5NTIJRQUc169s.md
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security-and-compliance@4x-4BFZH7bfNteD5ZAwTI.md
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sglang-genai-bench@KHDnY7byKgmaPtC_0uDBM.md
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sglang@YtlAf6qloKMmaSr9Bkkl_.md
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shared-vs-dedicated-inf@2DsjfW9r4dOI3LDQU80qt.md
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sizing--procurement@da0HGfSDr6_DV4ZJcrcIB.md
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speculative-decoding@gMWgd10cxcQG_RG2oSAEH.md
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speech-to-speech-models@moyS740HQoUUovilx1Yyt.md
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speech@Lk8906Mpi3yxiSt8EC_BC.md
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streaming--protocol-support@SGQCvuHAkg4TcJa_e2f-y.md
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streaming-tts@3VbPNaSnzWZ-pC-lGFMrh.md
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tensor-parallelism@csghcNLDywO8oTIZNXeyP.md
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tensorrt-llm@n2_zIGkQgyYCMYPypz3vb.md
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tensorrt@M4qjJSEAnsjrmP3A_O8HC.md
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testing--deployment@ZlOtQtxJST10nuHjhbUx6.md
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text-to-speech-tts@XnhhN1QVWzlp9DUwkii9-.md
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the-inference-stack@uIhVVlMsykuxJCa02f-i-.md
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time-to-first-token@xCgNhwbS_ELxEyRHD1enO.md
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tokens-per-second@uxm_BIAyhfFmcE94k9i9J.md
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transformer-blocks@xHM7qjigMmXEwxeMEeMWl.md
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transformers--diffusers@H_e3KZ7p7enUCYE5M5Lr7.md
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video-generation-inference@PqEH1ez5dg5tEsspgfAK1.md
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video-generation-models@yTSrQfJsE-Mf4ZU_hJwYT.md
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video-processing-for-vlms@7pRZu7xa2_43HVwKty9px.md
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vision-language-models@JsjmQrN1V_dM1Kw6UnYLc.md
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vllm@wcAtbab81IJdpFh6L-heP.md
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voice-activity-detection@P0BA_p3xqpxkQsFHqM0AZ.md
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writing-custom-kernels@1dWPVaSQ4TfVU3Obx3m19.md
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