docs: sync LMSYS SGLang blog cards (#30571)
Co-authored-by: sglang-bot <sglang-bot@users.noreply.github.com>
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@@ -82,6 +82,61 @@ It is designed to deliver low-latency and high-throughput inference across a wid
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<a
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href="https://lmsys.org/blog/2026-07-10-rocm-miles-dsv4/"
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target="_blank"
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rel="noopener noreferrer"
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style={{
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border: "1px solid rgba(128, 128, 128, 0.3)",
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borderRadius: "0.75rem",
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<div
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style={{
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aspectRatio: "16 / 9",
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overflow: "hidden",
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background: "rgba(128, 128, 128, 0.15)",
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<img
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src="https://lmsys.org/images/blog/rocm-miles-dsv4/preview.png"
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alt="Bringing DeepSeek-V4 Flash RL Training to AMD Instinct MI355X GPUs with Miles"
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style={{
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width: "100%",
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</div>
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<div style={{ padding: "0.9rem 1rem 1rem" }}>
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<p
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style={{
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margin: 0,
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fontWeight: 600,
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lineHeight: 1.35,
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fontSize: "0.98rem",
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}}
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{"Bringing DeepSeek-V4 Flash RL Training to AMD Instinct MI355X GPUs with Miles"}
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</p>
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<p
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style={{
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margin: "0.55rem 0 0",
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fontSize: "0.85rem",
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opacity: 0.75,
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}}
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>
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{"July 10, 2026"}
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</p>
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</div>
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</a>
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<a
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<a
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href="https://lmsys.org/blog/2026-07-06-dspark-sglang/"
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href="https://lmsys.org/blog/2026-07-06-dspark-sglang/"
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target="_blank"
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target="_blank"
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@@ -192,6 +247,61 @@ It is designed to deliver low-latency and high-throughput inference across a wid
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</p>
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</a>
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</a>
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<a
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href="https://lmsys.org/blog/2026-06-27-netpreme-xmem/"
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target="_blank"
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rel="noopener noreferrer"
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style={{
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display: "block",
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border: "1px solid rgba(128, 128, 128, 0.3)",
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borderRadius: "0.75rem",
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overflow: "hidden",
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textDecoration: "none",
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color: "inherit",
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height: "100%",
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<div
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style={{
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aspectRatio: "16 / 9",
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overflow: "hidden",
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background: "rgba(128, 128, 128, 0.15)",
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<img
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src="https://lmsys.org/images/blog/netpreme-xmem/figure1.png"
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alt="Accelerating SGLang HiCache with Netpreme X-Mem\u2122 MPU"
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style={{
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width: "100%",
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height: "100%",
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</div>
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<div style={{ padding: "0.9rem 1rem 1rem" }}>
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<p
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style={{
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margin: 0,
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fontWeight: 600,
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lineHeight: 1.35,
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fontSize: "0.98rem",
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}}
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{"Accelerating SGLang HiCache with Netpreme X-Mem\u2122 MPU"}
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</p>
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<p
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style={{
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margin: "0.55rem 0 0",
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fontSize: "0.85rem",
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opacity: 0.75,
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{"July 8, 2026"}
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</p>
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</a>
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<a
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<a
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href="https://lmsys.org/blog/2026-06-26-waterfill-lplb/"
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href="https://lmsys.org/blog/2026-06-26-waterfill-lplb/"
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target="_blank"
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target="_blank"
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@@ -302,116 +412,6 @@ It is designed to deliver low-latency and high-throughput inference across a wid
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</a>
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<a
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href="https://lmsys.org/blog/2026-06-17-ling-2-6-tpu/"
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target="_blank"
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rel="noopener noreferrer"
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style={{
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display: "block",
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border: "1px solid rgba(128, 128, 128, 0.3)",
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borderRadius: "0.75rem",
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overflow: "hidden",
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textDecoration: "none",
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color: "inherit",
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<img
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src="https://lmsys.org/images/blog/2026-06-17-ling-2-6-tpu/hero.png"
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alt="Optimizing Ling-2.6-1T on TPU with SGLang-JAX: Hiding MoE Data Movement Behind Compute with One Pallas Kernel"
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style={{
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width: "100%",
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<div style={{ padding: "0.9rem 1rem 1rem" }}>
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style={{
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margin: 0,
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fontWeight: 600,
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fontSize: "0.98rem",
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{"Optimizing Ling-2.6-1T on TPU with SGLang-JAX: Hiding MoE Data Movement Behind Compute with One Pallas Kernel"}
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</p>
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margin: "0.55rem 0 0",
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opacity: 0.75,
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{"June 17, 2026"}
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</a>
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<a
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href="https://lmsys.org/blog/2026-06-15-next-generation-speculative-decoding-dflash-v2/"
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target="_blank"
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rel="noopener noreferrer"
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style={{
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display: "block",
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border: "1px solid rgba(128, 128, 128, 0.3)",
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borderRadius: "0.75rem",
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overflow: "hidden",
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textDecoration: "none",
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color: "inherit",
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height: "100%",
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<img
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src="https://lmsys.org/images/blog/dflash-v2/dflash-arch-diagram.webp"
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alt="The next generation of speculative decoding: DFlash and Spec V2"
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style={{
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width: "100%",
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height: "100%",
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objectFit: "cover",
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objectPosition: "center",
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display: "block",
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<div style={{ padding: "0.9rem 1rem 1rem" }}>
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<p
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style={{
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margin: 0,
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fontWeight: 600,
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lineHeight: 1.35,
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fontSize: "0.98rem",
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{"The next generation of speculative decoding: DFlash and Spec V2"}
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</p>
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<p
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style={{
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margin: "0.55rem 0 0",
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fontSize: "0.85rem",
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opacity: 0.75,
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{"June 15, 2026"}
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{/* END_LMSYS_SGLANG_BLOG_CARDS */}
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{/* END_LMSYS_SGLANG_BLOG_CARDS */}
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