“The key is (1) 1B-class GGUF, (2) quantization (Q4 focused), (3) not increasing the KV cache too much, and configuring llama.cpp (=llama-server) tightly.”

“インタラクティブなヒートマップ、コロプレスマ...”

“テキストと音声をシームレスに扱うスマホでも利用できるレベルの超軽量モデルを、Apple Siliconのローカル環境で爆速で動かすための手順をまとめました。”

“SSH接続先のサーバーでOpenAIのCLIツール「Codex」を使おうとすると、「ブラウザで認証してください」と言われて困りました。”

“最近、機械学習パイプラインツールとしてMetaflowを使っています。(Recently, I have been using Metaflow as a machine learning pipeline tool.)”

“The trilinear equivalence only requires an averaging over grids, which converts a difficult exponential sum into an oscillatory integral with periodic amplitude.”

“The paper derives fundamental estimation limits for a wide-band near-field sensing systems employing orthogonal frequency-division multiplexing signaling over a coherent processing interval.”

“The paper provides an analytical expression of the Lyapounov as a function of energy in the presence of both diagonal and off-diagonal disorder.”

“This white paper is the result of those discussions, offering a wide range of recommendations developed in the context of gendered attrition in astrophysics but which ultimately support a healthier climate for all scientists alike.”

“Dynamic multipliers can be used to guarantee the closed-loop power gain to be bounded and quantifiable.”

“The observation of a stacked quantum Hall effect (QHE) and a nonlinear Hall effect (NLHE) provides supporting evidence for the anticipated valley contrasted Berry curvature, a typical signature of a spin valley locked state.”

“The paper proves that a cutoff phenomenon holds independently of the transition probabilities, subject only to the sub-Gaussian assumption and a minimal aperiodicity hypothesis.”

“The paper shows that, for arbitrary small ε>0, there exists an algorithm for IPs with m constraints that runs in f(m,ε)⋅poly(|I|) time, and returns a near-feasible solution that violates the constraints by at most εΔ.”

“The model's distinctive feature is the direct connection between the dark sector and leptogenesis, providing a unified explanation for both the matter-antimatter asymmetry and DM abundance.”

“The paper establishes upper bounds on the suboptimality gap in both offline and online settings for private and robust alignment.”

“The paper proposes improvements to MCMC algorithms and compares post-processing methods to stabilize the results of Bayesian profile regression mixture models.”

“The paper derives constraints on the coupling parameters using data from the LZ, XENON, and Borexino experiments, covering mediator mass from $10^{-6}$ to $1$ GeV.”

“The paper establishes the building blocks for classification, regression, and representation learning with the $p$-adics, providing learning models and algorithms.”

“The paper likely provides algorithms or theoretical frameworks for achieving envy-free division under incomplete connectivity constraints.”

“This year, I've been particularly hooked on Raycast AI Commands, and I find it really convenient to be able to instantly format and modify the text I write.”

“Diffusion models have recently emerged as powerful learners for simulation-based inference (SBI), enabling fast and accurate estimation of latent parameters from simulated and real data.”

“The article's context originates from ArXiv, suggesting a pre-print research paper.”

“The article focuses on Transformer training strategies.”

“The research focuses on the application of GNNs to numerical data related to cementitious materials.”

“DARTs is a Dual-Path Robust Framework for Anomaly Detection in High-Dimensional Multivariate Time Series.”

“The article's context provides the essential framework for evaluating LLMs within the specified domain.”

“The article is based on an empirical analysis, suggesting a data-driven approach to understanding the subject matter.”

“The study focuses on edge computing and model recovery.”

“The article likely explains how to use REST APIs for tool interaction and leverages Spring AI for easier development.”

“The article likely discusses the use of Claude in a shipping context, which implies production or near-production level usage.”

“We begin by exploring the critical role of verification and validation (V&V) in these applications.”

“”

“The article's core content is likely centered around building an application ('Boba AI') powered by a Large Language Model (LLM).”

“The article likely provides code examples and practical tips for successful fine-tuning.”

“In our conversation, we dig into the role empathy plays in consumer-facing human-AI interactions, the differences between empathy and ethics, and a few examples of ways empathy should be considered when enterprise AI systems.”

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