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- 18 days ago popovicu.com
CPU testing with Python and cocotb: from simulation to validation
Published on December 11, 2025, the article presents a way to test the Mrav CPU with cocotb and Python scripts, including a class for modeling RAM.
- 18 days ago deeplearning.ai
Text-to-LoRA generates adapters from descriptions
Published on October 21, 2025, Sakana AI's study presents a method for generating task-specific LoRA adapters from natural-language descriptions and evaluates its results across 479 tasks.
- 18 days ago lightseek.org
TokenSpeed highlights inference optimizations for agents
Published on May 24, 2026, the text describes an inference engine for agentic workloads, with compiler-supported parallelism, a high-performance scheduler, constrained reuse of KV resources, and pluggable kernels for heterogeneous accelerators.
- 18 days ago
unsloth.aiTool calling with local models: from guide to application
Published on February 5, 2026, Unsloth’s guide presents examples of tool calls with local open models, including Python, terminal commands, and mathematics.
- 18 days ago zhuanlan.zhihu.com
RL training: data and infrastructure risks
Published on November 5, 2025, the publication argues that noisy feedback and complex infrastructure can make RL training unstable.
- 18 days ago
hgpu.orgFP4 training of MoE models on Hopper GPUs
Published on March 8, 2026, the page discusses FP4 training for large-scale MoE models on Hopper GPUs and identifies activation memory and communication among experts as bottlenecks.
- 18 days ago gradium.ai
TTS for More Accurate Pronunciation of Structured Data
In a June 10, 2026 post, Gradium says an update to its TTS model improves pronunciation of spelled-out words, acronyms, email addresses, phone numbers, and codes.
- 18 days ago learncpp.com
Topic-based C++ tutorials can guide technical training
On May 27, 2026, LearnCpp presented free C++ tutorials organized by category. Companies can use this structure to plan internal learning paths and track skills.
- 18 days ago ultrarag.openbmb.cn
UltraRAG 3.0 structures RAG workflows with YAML
Published on January 27, 2026, the UltraRAG 3.0 repository presents a lightweight, research-oriented framework that combines MCP servers with configurable YAML workflows.
- 18 days ago unsloth.ai
Unsloth: fine-tuning embedding models
On January 22, 2026, Unsloth documentation presented a guide to fine-tuning embedding models, including a Colab notebook for a 300-million-parameter model.
- 18 days ago valgrind.org
Valgrind: diagnosing memory, thread, and performance issues
The Valgrind manual describes tools for detecting memory-management and threading bugs and for detailed program profiling.
Value speculation and latency-sensitive code optimization
Francesco Mazzoli’s article, published on March 1, 2026, discusses value speculation as a technique for overcoming L1 cache limitations and optimizing latency-sensitive code.
- 18 days ago turingpost.com
LoRA variants: comparing parameter-efficient tuning strategies
Published on April 26, 2026, the Turing Post article presents more than 15 LoRA variants, including QLoRA, DoRA, and Mixture-of-LoRA-Experts, and traces the evolution of parameter-efficient fine-tuning for large language models.
- 18 days ago techpowerup.com
Leak points to Ryzen 9 with 192 MB of L3 cache
A TechPowerUp article published on October 21, 2025, reports a possible 16-core processor with 192 MB of L3 cache and a 200 W TDP.
- 18 days ago vllm.ai
vLLM reports streaming inputs and a real-time WebSocket API
On February 11, 2026, the vLLM blog described streaming inputs and a WebSocket API for audio, video, robotics, and low-latency applications.
- 18 days ago hgpu.org
VOLT: designing an open-source GPU compiler
Published on February 8, 2026, the article presents VOLT, an open-source GPU compiler, and discusses emerging open GPU architectures with SIMT features.
- 18 days ago rastergrid.com
Vulkan: memory barriers and image layouts
In a post published on March 3, 2026, RasterGrid explains memory barriers and image layouts in Vulkan, topics relevant to GPU memory synchronization.
- 18 days ago interrupt.memfault.com
Watchdog timers and reliability in embedded systems
In an article published on June 4, 2026, Interrupt discusses watchdog timers as a practical reliability topic for embedded software engineers.
- 18 days ago cnx-software.com
Waveshare CM5 combines dual Ethernet and edge expansion
Published on November 10, 2025, the Waveshare article presents a CM5 board with two Ethernet interfaces, optional cellular connectivity, dual HDMI, and M.2 expansion.
- 18 days ago tomshardware.com
WD Black SN8100 adds an 8 TB capacity option
On October 21, 2025, Western Digital said the Black SN8100 SSD was available in an 8 TB version, an option for workloads that need fast local storage.
- 18 days ago sesame.com
TurnBench evaluates turn-taking in spoken dialogue
Open benchmark with 30 hours of dyadic speech annotated by three people, a scoring protocol based on conversation analysis, and results from 14 systems for measuring turn-taking.
- 18 days ago linkedin.com
RAG: five research directions for better search
Published on August 26, 2024, this selection covers five RAG papers and notes that enriching queries with metadata may improve retrieval and answer quality.
- 18 days ago crowdsupply.com
Evaluate the BPI-AIM7 module for edge AI
A post dated October 11, 2025 describes the BPI-AIM7 as a low-power AI module based on the RK3588 and compatible with the Jetson Nano ecosystem.
- 18 days ago contrib.andrew.cmu.edu
How to evaluate an open RISC-V FPGA platform
Published on July 10, 2024, the project proposes a 64-bit RISC-V computer on an FPGA that can run Linux and host its own development.
- 18 days ago artificialanalysis.ai
Comparing speech-to-text options by quality, speed and cost
On June 24, 2024, Artificial Analysis published a comparison of speech-to-text models by word error rate, speed and price, with a ranking intended to guide selection by use case.
Detecting basketball elements with computer vision
A September 24, 2025 publication describes fine-tuning a detection model to identify players, jersey numbers, referees, the ball, and the hoop in basketball footage.
- 18 days ago storagereview.com
Dream Router 7: Wi-Fi 7 and 10GbE in one gateway
On June 4, 2025, StorageReview published an analysis of the Dream Router 7 integrated gateway, featuring Wi-Fi 7, 10GbE, PoE, UniFi apps, and security tools for homes and small and medium-sized businesses.
- 18 days ago recsys.substack.com
Generative embeddings and document search: themes to evaluate
The weekly research-paper selection, volume 124, was published on October 5, 2025. It highlights generative embeddings with test-time scaling and efficient retrieval systems for visual documents.
- 18 days ago hackmosphere.fr
Defender evasion: assessing and improving detections
Published on April 19, 2025, the article describes a two-part series on Windows Defender evasion, including direct syscalls and XOR. Part one provides basic experimental code and points to defensive uses in evaluating antivirus defenses and improving detections.
LLM post-training: methods and evaluation
A guide published on October 12, 2025, on adapting LLMs: from next-token prediction to instruction following, including training methods and evaluation.
- 18 days ago jhalon.github.io
V8 Internals: Browser Security in Focus
Published on April 20, 2025, the article opens a three-part series on Chrome internals and browser exploitation, introducing V8 and JavaScript internals.
- 18 days ago aleksagordic.com
Matrix multiplication kernels on NVIDIA GPUs
An article published on October 1, 2025, on GPU architecture and kernel techniques for accelerating matrix multiplication.
- 18 days ago ai.meta.com
Meta presents open-weight 32-billion-parameter model for code research
On September 24, 2025, Meta presented Code World Model, a 32-billion-parameter model with open weights for research into code generation with world models.
- 18 days ago cnx-software.com
Up to 72 TOPS of NPU capacity on Raspberry Pi 5
In a publication dated August 11, 2025, Sipeed introduced the Maix4-HAT, with an AXera AX650N NPU, up to 72 TOPS in INT4 or 18 TOPS in INT8, and 8 GB of LPDDR4x RAM for edge Transformer inference.
- 18 days ago modal.com
Attention optimization: lessons from FlashAttention-4
In a post published on September 26, 2025, Modal describes reverse-engineering techniques for FlashAttention-4 and attributes a 20% performance gain to them.
Penny and GPU communication: what to monitor
A post dated September 21, 2025, begins a development diary about Penny, a GPU communication library built manually.
- 18 days ago jax-ml.github.io
GPU Programming: Architecture, Interconnects and LLMs
Published on September 17, 2025, the material collects GPU programming resources and includes a chapter on chips, interconnects, and implications for LLM workloads.
- 18 days ago cnx-software.com
Radxa Orion O6N combines 12 cores with an AI accelerator
Published on October 14, 2025, the article describes a Nano-ITX single-board computer with a CIX P1 SoC, up to 64 GB of LPDDR5, and a 30/45 TOPS AI accelerator.
- 18 days ago icculus.org
SDL3 can fill the browser window in Emscripten
A post dated October 2, 2025, shows how the SDL_EMSCRIPTEN_FILL_DOCUMENT=1 parameter makes an SDL3 window fill the browser window.
- 18 days ago pytorch.org
Torchchat brings local LLM inference to different devices
Published on July 30, 2024, the PyTorch post presents a library for running Llama 3, 3.1, and other LLMs locally on laptops, desktops, and mobile devices.
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