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github.com/PrimeIntellect-ai/INTELLECT-MATH

PrimeIntellect-ai/INTELLECT-MATH

A 7B parameter model for mathematical reasoning (⭐ 42)

www.reddit.com/r/LocalLLaMA/comments/1r7plp1/primeintellectintellect31_hugging_face/

PrimeIntellect/INTELLECT-3.1 · Hugging Face

INTELLECT-3.1 is a 106B (A12B) parameter Mixture-of-Experts reasoning model built as a continued training of INTELLECT-3 with additional reinforcement learning on math, coding, software engineering, a...

arxiv.org/abs/2412.01152v1

INTELLECT-1 Technical Report

In this report, we introduce INTELLECT-1, the first 10 billion parameter language model collaboratively trained across the globe, demonstrating that large-scale model training is no longer confined to large corporations but can be achieved through a...

arxiv.org/abs/2505.07291v1

INTELLECT-2: A Reasoning Model Trained Through Globally Decentralized Reinforcem…

We introduce INTELLECT-2, the first globally distributed reinforcement learning (RL) training run of a 32 billion parameter language model. Unlike traditional centralized training efforts, INTELLECT-2 trains a reasoning model using fully asynchronous...

arxiv.org/abs/2512.16144v1

INTELLECT-3: Technical Report

We present INTELLECT-3, a 106B-parameter Mixture-of-Experts model (12B active) trained with large-scale reinforcement learning on our end-to-end RL infrastructure stack. INTELLECT-3 achieves state of the art performance for its size across math, code...

arxiv.org/abs/2002.08459v2

Regularity of Lyapunov Exponents for Diffeomorphisms with Dominated Splitting

We consider families of diffeomorphisms with dominated splittings and preserving a Borel probability measure, and we study the regularity of the Lyapunov exponents associated to the invariant bundles with respect to the parameter. We obtain that the...

arxiv.org/abs/math/9912057v1

On One-Parameter Families of Dido Riemannian Problems

Locally, isoperimetric problems on Riemannian surfaces are sub-Riemannian problems in dimension 3. The particular case of Dido problems corresponds to a class of singular contact sub-Riemannian metrics : metrics which have the charateristic vertor...

arxiv.org/abs/2107.04567v1

Dynamics of valence fluctuations in the extended periodic Anderson model

We have investigated the valence transition in the extended periodic Anderson model (EPAM) within the framework of dynamical mean field theory. Previous theoretical studies have indicated the presence of this transition in parameter ranges that are e...

arxiv.org/abs/2202.01723v1

Systems Biology: Identifiability analysis and parameter identification via syste…

The dynamics of systems biological processes are usually modeled by a system of ordinary differential equations (ODEs) with many unknown parameters that need to be inferred from noisy and sparse measurements. Here, we introduce systems-biology inform...

arxiv.org/abs/1011.5631v1

Seasonal fractional long-memory processes. A semiparametric estimation approach

This paper explores seasonal and long-memory time series properties by using the seasonal fractional ARIMA model when the seasonal data has one and two seasonal periods and short-memory counterparts. The stationarity and invertibility parameter condi...

arxiv.org/abs/1606.04430v2

An Interpolating Family of Size Distributions

We introduce a new five-parameter family of size distributions on the semi-finite interval $[x_0, \infty), x_0 \geqslant 0$, with two attractive features. First, it interpolates between power laws, such as the Pareto distribution, and power laws with...

arxiv.org/abs/1405.6191v3

Two-parameter scaling theory of transport near a spectral node

We investigate the finite-size scaling behavior of the conductivity in a two-dimensional Dirac electron gas within a chiral sigma model. Based on the fact that the conductivity is a function of system size times scattering rate, we obtain a two-param...

arxiv.org/abs/0809.0787v1

Convergence of eigenvalues for a highly non-self-adjoint differential operator

In this paper we study a family of operators dependent on a small parameter $ε> 0$, which arise in a problem in fluid mechanics. We show that the spectra of these operators converge to N as $ε\to 0$, even though, for fixed $ε> 0$, the eigenvalue...

arxiv.org/abs/1903.08958v1

High optical magnetism of dodecahedral plasmonic meta-atoms

The generation in artificial composites of a magnetic response to light comparable in magnitude with the natural electric response, may offer an invaluable control parameter for a fine steering of light at the nanoscale. In many experimental realizat...

arxiv.org/abs/1603.07291v2

Symmetrized Bingham Distribution for Representing Texture: Parameter estimation…

The quaternion Bingham distribution has been used to model preferred crystallographic orientation, or crystallographic texture, in polycrystalline materials in the materials science and geological communities. A primary difficulty in applying the Bin...

arxiv.org/abs/1505.01070v1

Fluctuations and universality in a catalysis model with long-range reactivity

The critical properties of the Ziff-Gulari-Barshad (ZGB) model with the addition of long-range reactivity [C.H. Chan and P.A. Rikvold, Phys. Rev. E 91, 012103 (2015)] are further investigated. The scaling behaviors of the order parameter, susceptibil...

arxiv.org/abs/2408.04132v2

The 230 GHz Variability of Numerical Models of Sagittarius A* II. The Physical O…

We continue our previous work, Chan et al. 2024, to investigate how variations in the electron temperature prescription parameter, $R_{\rm Low}$, influence the $3$-hour variability at $230$\,GHz, $M_{ΔT}$, in magnetic-arrested disk (MAD) models of S...

stackoverflow.com/questions/30275870/using-a-variable-inside-a-mysql-query-construction-as-value