Time Series Forecasting

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Scoured 203 posts in 6.7 ms

The hidden bottleneck in LLM inference and the impact on MLPerf benchmarking

 🚀Model Deployment
edn.com·
Less-relevant results

OpenCV 5 release - New DNN engine with enhanced ONNX and LLM/VLM support, Intel, Arm, and RISC-V hardware optimizations - CNX Software

 🧠Deep Learning  Content type: News
cnx-software.com·

MLPerf and the rise of latency-aware LLM benchmarking

 🔮ML
edn.com·

Infinity-norm-based Input-to-State-Stable Long Short-Term Memory networks: a thermal systems perspective

 🔄LSTM Networks  Content type: Academic
arxiv.org·

MiMo-v2.5-Pro-UltraSpeed: 1T model with 1000 TPS

 🚀Model Deployment  Content type: Blog

OpenTelemetry Events vs. New Relic Custom Events: Capabilities, Context, and the “Why”

 📈Time Series Analysis
opentelemetry.io··DEV

Hey-Meadow/meadow-mind: Zero training, second-level reactions (~400ms). A language-rule decision mind on a local 7B diffusion LM.

 🚀Model Deployment  Content type: Code
github.com··Hacker News

A high-resolution, two-millennium monthly downscaled climate dataset for North America

 🚀Model Deployment  Content type: Academic
nature.com·

SPDM: Geometry-Modulated State Space Modeling with Manifold Constraints for Time Series Forecasting

 🔄LSTM Networks  Content type: Academic
arxiv.org·

Satellites reveal cities' 'urban pulse,' tracking neighborhood growth in near real time

 📈Time Series Analysis
phys.org·

How LLMs Work

 🔮ML  Content type: Discussion

InA-Probe: Instruction-Aware Active Probing for Time Series Forecasting with LLMs

 👁️Attention Mechanisms  Content type: Academic
arxiv.org·

The economics of speculative decoding

 👁️Attention Mechanisms  Content type: Blog

FAME: Forecastability-Aware Mixture of Experts for Heterogeneous Time Series Forecasting

 📈Time Series Analysis  Content type: Academic
arxiv.org·

markusheimerl/gpt: A generative pretrained transformer implementation

 🤖Transformer Architecture  Content type: Code
github.com··Hacker News

Day 3 of 100 Days of ClickHouse® - ClickHouse® vs PostgreSQL

 📈Time Series Analysis
quantrail-data.com··DEV

One Step Closer to Ground Truth: A Multi-Scale Residual-Aware Representation Learning Pipeline for Predicting Time Series Data

 🤖Transformer Architecture  Content type: Academic
arxiv.org·

Apples to Apples: MLX vs. Llama.cpp for Gemma 4 12B on an M1 16GB

 🔮ML  Content type: Blog
ziraph.com··Hacker News

Achieving China's shale gas targets: Policy synergies resolving production deficits via system dynamics modeling

 📈Time Series Analysis  Content type: Academic
sciencedirect.com·
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