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October 8, 2026 · baseten.co
Published on March 3, 2026, Philip Kiely’s book covers the hardware, software, techniques, and infrastructure for production inference systems, focusing mainly on language models with some coverage of diffusion.
October 8, 2026 · github.com
On February 22, 2026, the ntransformer repository page says its C++/CUDA inference engine runs Llama 70B on an RTX 3090, transferring data from NVMe to the GPU without passing through the CPU.
October 8, 2026 · github.com
The antirez/qwen-asr repository provides C inference for 0.6B and 1.7B speech-recognition models, with potential use in transcription bots and voice-controlled interfaces.
October 8, 2026 · x.com
Tests of eight local LLMs on one RTX 3090 compared throughput and energy efficiency at power limits ranging from 100 W to 450 W.
October 8, 2026 · tunbury.org
Published on March 11, 2026, the article compares ONNX Runtime inference on an NVIDIA L4 GPU and an AMD EPYC 9965 CPU. The author reports that OCaml and memory placement with libnuma made CPU inference faster than using scarce GPUs at TESSERA.
October 8, 2026 · arxiv.org
Published on March 15, 2026, the paper examines catastrophic loss spikes in low-precision training with Flash Attention, linking them to similar internal attention data patterns and accumulating biased rounding errors.
October 8, 2026 · users.cs.utah.edu
A 2012 University of Utah article discusses integer overflow in C and C++, a relevant risk when writing and reviewing code in these languages.
October 8, 2026 · videocardz.com
An article dated November 6, 2025, says the Intel Arc Pro B60 workstation GPU, with 24 GB of memory, was expected to reach Europe between mid and late November, starting at €769.
October 8, 2026 · cdrdv2-public.intel.com
In a post published on March 11, 2026, Intel announced version 6.0 of the AVX10.2 specification and the renaming of AVX10_VNNI_INT to AVX10_V1_AUX.
October 8, 2026 · intel.com
Published on February 17, 2026, Intel’s documentation presents C-style functions that provide access to processor instructions without writing assembly.
October 8, 2026 · cdrdv2-public.intel.com
On December 29, 2025, Intel released version 1.2a of its tuning and optimization guide for high-performance computing applications on Xeon 6 systems.
October 8, 2026 · arxiv.org
A post published on April 11, 2026, explores communication between attention heads within a layer, focusing on reasoning with Interleaved Head Attention.
October 8, 2026 · sysdig.com
In an article published on February 4, 2026, Sysdig describes an AWS intrusion that began with credentials exposed in S3, moved through Lambda, and reached Bedrock access. The article highlights an Elastic rule for detecting external layers added to Lambda functions.
October 8, 2026 · ieeexplore.ieee.org
Published on January 16, 2026, the post presents a study of gradient inversion attacks in Federated Learning. It says the most practical attack method remains unreliable and that the work proposes a three-stage defense.
October 8, 2026 · x.com
A post published on December 29, 2025 describes Graphcore IPUs as massively parallel accelerators suited to small batches, and says used units may cost little but can be difficult to use.
October 8, 2026 · developers.redhat.com
A Red Hat Developer article published on April 2, 2026, explains how jump threading aims to reduce dynamically executed jumps across different control-flow paths.
October 8, 2026 · arxiv.org
Published on January 4, 2026, the paper describes single-stage training with fixed hyperparameters and reports average accuracies of 54.9% and 64.3% across two 1.5B reasoning models.
October 8, 2026 · arxiv.org
Published on October 27, 2025, the paper presents KArAt, a learnable alternative to softmax attention. It reports mixed results in vision transformers and low-rank variants intended to reduce memory use.
October 8, 2026 · x.com
Published on December 24, 2025, the paper describes a training-free method that reuses key patterns across layers. It reports up to 4.1× faster generation and 2.2× faster prefill on H100 GPUs.
October 8, 2026 · arxiv.org
Published on February 18, 2026, the article describes a technique that reuses attention results across Transformer layers to reduce inference work without retraining the model or changing its weights.
October 8, 2026 · tensara.org
Published on November 16, 2025, Tensara’s article introduces beginners to writing a simple CUDA kernel for adding arrays. The example can be a starting point for evaluating GPU workloads.
October 8, 2026 · paulwillchan.com
A post published on April 27, 2026 describes a pure CUDA/PTX matrix multiplication kernel that reportedly outperformed cuBLAS by 6% on a B200 with M=N=K=8192.
October 8, 2026 · popovicu.com
Published on May 12, 2026, the article describes building a minimal time-sharing kernel in Zig for RISC-V on OpenSBI, including S-mode traps and timer-triggered context switching.
October 8, 2026 · github.com
Published on May 3, 2026, the repository provides Triton kernels and PyTorch operators for Block Attention Residuals (AttnRes).
October 8, 2026 · cnx-software.com
Published on December 30, 2025, the article describes a kit combining computing modules and accelerators to evaluate LLM and VLM workloads on embedded systems.
October 8, 2026 · outcomeschool.com
Published on May 9, 2026, the article explains how KV cache reuses previously computed values and why that matters for memory and computation during inference.
October 8, 2026 · x.com
In a post published on October 19, 2025, Tencent presents LaSeR, a reinforcement learning algorithm that aligns last-token scores with real rewards and uses one extra token inference.
October 8, 2026 · docs.nvidia.com
A NVIDIA post published on February 3, 2026 recommends layout algebra tutorials for understanding how CuTe represents tensors.
October 8, 2026 · github.com
Published on January 12, 2026, the repository describes a tool for finding credential leaks associated with email addresses through passive online sources.
October 8, 2026 · x.com
A report published on March 4, 2026 says splitting 256 SIGReg slices into chunks of 32 used eight times less VRAM and finished faster on a 4090 MaxQ GPU.
October 8, 2026 · turingpost.com
Published on November 22, 2025, the post describes LeJEPA, which combines JEPA's latent-space prediction loss with SIGReg to shape embeddings into an isotropic Gaussian distribution.
October 8, 2026 · lemas-project.github.io
A January 12, 2026 publication presents an audio dataset with 150,000 hours across 10 languages, word-level timestamps, and the generative models LEMAS-TTS and LEMAS-Edit.
October 8, 2026 · x.com
A May 9, 2026 publication describes a 15-million-parameter JEPA trained end to end on raw pixels and reports planning up to 48 times faster than foundation-model-based world models on control tasks.
October 8, 2026 · arxiv.org
A post published on March 5, 2026 reports query encoding 1,000× faster and 10× higher throughput with LightRetriever, while retaining 95% of benchmark performance.
October 8, 2026 · github.com
A NeurIPS 2026 paper studies compression in RAG through embedding geometry and says a spectral quantity defines a minimum limit for compression.
October 8, 2026 · lurklurk.org
A guide published on May 27, 2026, explains the linking process and how understanding it helps diagnose build and linker problems in C and C++.
October 8, 2026 · belkadan.com
Jordan Rose’s article, published on March 2, 2026, discusses the trade-off between startup time and disk space in dynamic and static linking strategies.
October 8, 2026 · x.com
A post published on May 25, 2026 recommends Linux Device Drivers as an introduction to communication between the Linux kernel and hardware, for readers with some C and Unix system-call knowledge.
October 8, 2026 · kernel.org
Published on April 11, 2026, Linux kernel documentation covers detecting and handling bus locks on x86. Split locks can affect system performance.
October 8, 2026 · videocardz.com
On December 30, 2025, Lisuan reported that it had begun shipping its 6 nm 7G100 GPUs to its first customers.
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