AMD

Timeline

1. Oct 11, 2026 · Opinion / analysis · 1 source
   AMD Reportedly Raises GDDR6 Prices for Board Partners
   Is an AMD price incoming as well?
2. Oct 11, 2026 · Tutorial / explainer · 1 source
   Building a 4x R9700 setup for a 10 person startup
   Just wanted to share a build I am doing for a client.
3. Oct 10, 2026 · Opinion / analysis · 1 source
   Improve token per second without touching quant
   Spent the past month tweaking and experimenting with many different numbers to achieve 30tps.
4. Oct 2, 2026 · Open-source release · 1 source
   sgl-project/sglang v0.5.21
   | Model | Type | Cookbook |
5. Oct 1, 2026 · Product / feature launch · 1 source
   unslothai/unsloth v0.1.902-beta: Command Palette + Desktop UI/UX
   This release brings faster navigation, shareable run settings, and clearer errors to Unsloth Desktop.
6. Sep 30, 2026 · Open-source release · 1 source
   huggingface/transformers v5.18.0: Release 5.18.0
   Nemotron 3 Diarization is an open-weight streaming speaker diarization model designed to determine "who spoke when" in real-world audio.
7. Sep 5, 2026 · Open-source release · 1 source
   sgl-project/sglang v0.5.19
   | Model | Type | PRs | Cookbook |
8. Aug 26, 2026 · Open-source release · 1 source
   vllm-project/vllm v0.28.0
   DeepSeek V4: sparse MLA now works end-to-end for plain decode, MTP, and DSpark speculative decoding (#51538), joined by AMD Quark NVFP4 support (#47972), reasoning-effort prompts and mappings (#50580), sparse top-k metadata kernel optimizations (#52084, #51967), narrowed eager CUDA graph regions (#51430, #52401), and ROCm enablement on gfx11 and gfx950 (#47017, #52212).
9. Aug 22, 2026 · Open-source release · 1 source
   sgl-project/sglang v0.5.18
   | Model | Type | PRs | Cookbook |
10. Aug 8, 2026 · Open-source release · 1 source
    sgl-project/sglang v0.5.17
    Kimi K3 day-0 support: A 2.8T-parameter multimodal LatentMoE (896 experts, top-16, routed in a 3584-dim latent space) with a 1M-token context, 69 KDA linear-attention layers interleaved with 24 MLA layers, and a MoonViT3d vision tower, shipping as a native MXFP4 checkpoint.
11. Jul 27, 2026 · Open-source release · 1 source
    vllm-project/vllm v0.26.0
    New Inkling model family with a full support stack: base modeling (#48799), piecewise CUDA graph support (#48822), Hopper FA4 relative attention (#48858), MTP=1 speculative decoding (#48869), LoRA (#48884), and standard ModelOpt NVFP4 quantization (#48990).
12. Jul 25, 2026 · Open-source release · 1 source
    sgl-project/sglang v0.5.16
    DSpark: confidence-driven speculative decoding: A new speculative algorithm.
13. Jul 10, 2026 · Open-source release · 1 source
    sgl-project/sglang v0.5.15
    GLM-5.2 NVFP4, tuned for production: We took time this cycle to tune GLM-5.2 NVFP4 on Blackwell for optimized production serving.
14. Jun 29, 2026 · Open-source release · 1 source
    vllm-project/vllm v0.24.0
    MiniMax-M3: Added support for the new MiniMax-M3 model (#45381), with a fast follow-on of BF16/FP8 indexer via MSA (#45892), MXFP4 support (#45896), FP8 sparse GQA (#45744), and extensive AMD/ROCm tuning — mxfp8 MoE/linear on gfx950 (#45725), fp8perchannel for bf16 weights on MI300X (#45854), FP8 KV-cache fix (#45720), and packed-modules mapping (#45794).
15. Jun 26, 2026 · Open-source release · 1 source
    sgl-project/sglang v0.5.14
    Full release notes by category below.
16. Jun 13, 2026 · Open-source release · 1 source
    sgl-project/sglang v0.5.13
    DeepSeek V4 — context parallelism & sparse-attention kernels: Building on the v0.5.12 Day-0 path, v0.5.13 extends DeepSeek-V4 to context-parallel serving and adds its sparse-attention kernels:
17. Jun 5, 2026 · Open-source release · 1 source
    vllm-project/vllm v0.22.1
    v0.22.1 is a patch release on top of v0.22.0 with targeted bug fixes plus a couple of additions: new model support for JetBrains' Mellum v2, zentorch-accelerated quantized linear inference on AMD Zen CPUs, and fixes for multi-node Ray data-parallel serving, DeepSeek-V4 initialization, and a few model-loading regressions.
18. May 16, 2026 · Open-source release · 1 source
    sgl-project/sglang v0.5.12
    DeepSeek V4 support: Full inference path for DeepSeek-V4 (#23882), including:
19. May 15, 2026 · Open-source release · 1 source
    vllm-project/vllm v0.21.0
    Transformers v4 deprecated: This release formally deprecates transformers v4 support (#40389).
20. May 5, 2026 · Open-source release · 1 source
    sgl-project/sglang v0.5.11
    Speculative Decoding V2 by default: Spec V2 (with overlap scheduling to hide CPU overhead) is now the default, materially reducing per-step CPU cost for EAGLE/MTP/DFLASH paths: #21062
21. Jan 23, 2026 · Open-source release · 1 source
    sgl-project/sglang v0.5.8
    Qwen3-VL-Embedding & Qwen3-VL-Reranker model support: #16635, #16403
22. Jan 1, 2026 · Open-source release · 1 source
    sgl-project/sglang v0.5.7
    [SGLang-Diffusion] Day 0 Support for Qwen-Image-Edit-2509, Qwen-Image-Edit-2511, Qwen-Image-2512 and Qwen-Image-Layered

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