AMD

Timeline

1. Oct 19, 2026 · Open-source release · 1 source
   NVIDIA Open Sources Run:ai Under Apache 2.0 for Kubernetes GPU Orchestration
   NVIDIA has released the full NVIDIA Run:ai platform as open source software.
2. Oct 19, 2026 · Open-source release · 1 source
   sgl-project/sglang v0.5.22
   | Model | Type | Cookbook |
3. Oct 17, 2026 · Opinion / analysis · 1 source
   Intel Razor Lake Ax in 2028 ruff estimate about 46 TPS on dense 27b
   Quote: Razor Lake-AX's 700 TOPS will far exceed the NVIDIA Jetson AGX Orin platform, which offers 275 TOPS <end quote>
4. Oct 17, 2026 · Opinion / analysis · 1 source
   Fish Audio Drama 3 says it needs a 48 GB NVIDIA card. My 16 GB Radeon disagrees.
   Drama 3 officially needs an NVIDIA GPU with 48 GB.
5. Oct 17, 2026 · Tutorial / explainer · 14 sources
   Local and Distributed Large LLM Inference with MLX and RDMA on Mac Studio
   In this post, we show how to run the latest frontier-class model — Muse Spark Open, with nearly a trillion parameters — right from your desk, using the latest version of MLX, released today.
6. Oct 17, 2026 · Opinion / analysis · 1 source
   Qwen 27B (IQ4_XS, Q8/Q4 KV) at full 262k context on a 16GB RX 9070 XT: 80+ t/s decode with Adaptive KV Streaming
   I have been working on implementing adaptive KV streaming and RDNA 4 / ROCm optimizations for llama.cpp to enable running Qwen3.8-27B (IQ4XS weights, Q80/Q40 KV cache) with its full 262,144-token context window on a single 16 GB RX 9070 XT GPU at 80+ t/s decode.
7. Oct 17, 2026 · Opinion / analysis · 1 source
   llama.cpp has come a long way
   I started out back in March 2025 running Mistral Nemo Q4KM with 8K F16 on an AMD Radeon RX 7800 XT 16GB, with first ollama and then lmstudio.
8. Oct 16, 2026 · Product / feature launch · 2 sources
   Code, Test, and Deploy on One Machine with NVIDIA RTX Spark
   NVIDIA RTX Spark is built for AI development.
9. Oct 16, 2026 · Opinion / analysis · 1 source
   A week with RTX Spark: everything we’ve learned using Nvidia’s new laptops
   Nvidia’s new SoC is available in Windows laptops from six different manufacturers.
10. Oct 16, 2026 · Research paper · 1 source
    Data-Driven Prediction of Optimal MPI Rank Placement and Node Count for Memory-Bound CFD on AMD EPYC Clusters
    Users who run a memory-bound OpenFOAM case on an AMD EPYC cluster must decide how many nodes to use and how many MPI ranks to place on each core complex.
11. Oct 16, 2026 · Research paper · 1 source
    One Communicator, Three Vendors: Extending the MoA Predictive Theory to a Real NVIDIA+AMD+CPU MPI Ensemble
    The companion MPI-extension paper validated the first communication-bearing machine-shape ensemble: four NVIDIA A100 ranks and four CPU ranks on one NCSA Delta node under one Open MPI job, reassembled by MPIGatherv.
12. Oct 15, 2026 · Opinion / analysis · 1 source
    ASML Is Building a Hybrid Bonding Tool!
    ASML has not announced anything yet, but its patent filings, a news report and its own roadmap all suggest so.
13. Oct 15, 2026 · Open-source release · 1 source
    huggingface/trl v1.16.0
    🛠️ TRL now trains on AWS Trainium
14. Oct 15, 2026 · Research paper · 1 source
    Architecting for Hardware Diversity: Meta's End-to-End Co-Design for High-Performance AI Training on AMD GPUs
    This paper presents our methods for optimizing alternative accelerators, using AMD Instinct MI350X versus NVIDIA B200 for recommendation model training as a case study.
15. Oct 15, 2026 · Research paper · 1 source
    FALCON: FPGA-Accelerated Latency-Certifiable Occupancy Networks for Camera-Based Autonomous Driving
    A perception system that must brake for a pedestrian does not need a low average latency.
16. Oct 15, 2026 · Opinion / analysis · 1 source
    Best Minimax H3 workflow for Upscaling?
    Hey all, I wanted to see if anyone had suggestions on the best workflows to run MH3 so that I can do a generation and also upscale the video within my VRAM budget?
17. Oct 15, 2026 · Opinion / analysis · 1 source
    Very impressed with LFM2.5-24-A2B in Pi Agent
    Just downloaded the new LFm2.5-24B-A2B LiquidAI model for testing.
18. Oct 15, 2026 · Opinion / analysis · 1 source
    4x R9700 builds with $127 used EPYCs: $10.7k all-in per machine. I built three (384GB VRAM)
    I saw the 4x R9700 build for a 10-person startup here a few days ago and wanted to share my results, since I opted to spend most of the money on the cards.
19. Oct 14, 2026 · Open-source release · 4 sources
    Fish Audio Drama 3 Technical Report
    We introduce Fish Audio Drama 3, an open-source speech generation model that turns text into directed performances, built on a 35B-parameter mixture-of-experts backbone that activates 3B parameters per token.
20. Oct 14, 2026 · Open-source release · 2 sources
    GPT-Image-style photo editing on your own GPU (12 GB+): I built a zero-setup app for Qwen-Image 2.1 on stable-diffusion.cpp
    Every local setup I tried for Qwen-Image 2.1 meant a Python env, a node graph and an evening of picking quantization, offloading and resolution for my card.
21. Oct 14, 2026 · Model release · 3 sources
    Run fast, private agents on-device with LFM2.5-24B-A2B
    Best-in-class agent: Competitive with Qwen3.6-35B-A3B, a model with ~50% more total and active parameters, on agentic and tool-use tasks, scoring 48.09 on LiveClaw versus 38.19.
22. Oct 13, 2026 · Opinion / analysis · 1 source
    VigenFlow: FLUX.1-schnell, FLUX.2-klein-4B and Z-Image-Turbo running locally on the AMD Ryzen AI NPU, no discrete GPU needed (Windows + Ubuntu)
    Hi all, I'm the developer of VigenFlow, a local image generation and editing server that runs diffusion models on the AMD Ryzen AI NPU (XDNA 2) + CPU.
23. Oct 13, 2026 · Open-source release · 1 source
    unslothai/unsloth v0.1.907-beta: Large Performance Gains + More Browser Use
    Unsloth has gotten major performance upgrades!
24. Oct 13, 2026 · Opinion / analysis · 1 source
    4x 6000 Pro for the company
    Here is how i serve 40 people (10 of them developers) with local AI services.
25. Oct 13, 2026 · Opinion / analysis · 1 source
    Anyone feel like reverse-engineering CUDA?
    As a struggling AMD Radeon owner I'd love to see AI generated open source CUDA implementation.
26. Oct 12, 2026 · Opinion / analysis · 1 source
    Qwen 3.8 Flash Next Q3 S - Benchmark creation
    After running a benchmark test on Exo in Opencode and being amazed by the result, I thought I'd try other models on Opencode.
27. Oct 12, 2026 · Opinion / analysis · 1 source
    openbmb/MiniCPM-V-4.7-1B
    "MiniCPM-V 4.7 is the latest model in the MiniCPM-V series, available in a 1B variant.
28. Oct 12, 2026 · Model release · 1 source
    openbmb/MiniCPM-V-4.7-35B-A3B
    With our Lookahead Expert Scheduling (LES) technique introduced alongside MiniCPM-V 4.7, combined with fine-grained layer-wise quantization and DSpark speculative sampling integration, MiniCPM-V 4.7 35B-A3B becomes the first open-source MoE model to run smoothly on-device without compromising performance, achieving a decoding speed of 13+ tokens/s on iPhone 17 Pro Max.
29. Oct 12, 2026 · Open-source release · 1 source
    unslothai/unsloth v0.1.906-beta: Browser Use + Qwen-Image-2.1-Turbo
    Models can now use the browser in Unsloth.
30. Oct 12, 2026 · Opinion / analysis · 1 source
    Qwen3.8-Flash-Next on six 3090s with vLLM: 7 users at 262k, 6.5k t/s prefill, 57 t/s decode solo / 206 t/s aggregate with all 7 generating. Fixes for the upstream included.
    This shows vLLM fixes and setup that let you put PLE on SSD and save 108GB of system RAM, use int8 kv and squeeze more users in your VRAM without the performace hit of fp8.

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