github.com/kingoflolz/mesh-transformer-jax
GPT-J-6B – A 6 billion parameter, autoregressive text generation model
Points: 636 | Comments: 146 | Author: canada_dry
www.bing.com/ck/a?!&&p=d433482f4f084940a82bfb5dbbabf5f567caa50e1e2d72e327ba4cb740884ed1JmltdHM9MTc3MjQ5NjAwMA&ptn=3&ver=2&hsh=4&fclid=397d2902-bb80-69f4-0c6e-3e10ba1e687e&u=a1aHR0cHM6Ly9zdGFja292ZXJmbG93LmNvbS9xdWVzdGlvbnMvMjcwOTgyMS93aGF0LWlzLXRoZS1wdXJwb3NlLW9mLXRoZS1zZWxmLXBhcmFtZXRlci13aHktaXMtaXQtbmVlZGVk&ntb=1
What is the purpose of the `self` parameter? Why is it needed?
For a language-agnostic consideration of the design decision, see What is the advantage of having this/self pointer mandatory explicit?. To close debugging questions where OP omitted a self â¦
arxiv.org/abs/1305.3589v1
Energy Dependence of Profile Functions in $\rm{p\bar p}$ and $\rm pp$ Scattering
We construct analytical forms in the impact parameter $b$-space for the real and imaginary amplitudes describing elastic pp and $\rm p \bar p $ scattering. The amplitudes converted analytically to the momentum transfer $t$-space have magnitudes, slop...
arxiv.org/abs/1611.10037v3
On the critical points of random matrix characteristic polynomials and of the Ri…
A one-parameter family of point processes describing the distribution of the critical points of the characteristic polynomial of large random Hermitian matrices on the scale of mean spacing is investigated. Conditionally on the Riemann hypothesis and...
arxiv.org/abs/2508.08087v1
Fast and Generalizable parameter-embedded Neural Operators for Lithium-Ion Batte…
Reliable digital twins of lithium-ion batteries must achieve high physical fidelity with sub-millisecond speed. In this work, we benchmark three operator-learning surrogates for the Single Particle Model (SPM): Deep Operator Networks (DeepONets), Fou...
arxiv.org/abs/1910.02256v1
Extensions of Brownian motion to a family of Grushin-type singularities
We consider a one-parameter family of Grushin-type singularities on surfaces, and discuss the possible diffusions that extend Brownian motion to the singularity. This gives a quick proof and clear intuition for the fact that heat can only cross the s...
arxiv.org/abs/1906.10217v2
On the Stretch Factor of Polygonal Chains
Let $P=(p_1, p_2, \dots, p_n)$ be a polygonal chain in $\mathbb{R}^d$. The stretch factor of $P$ is the ratio between the total length of $P$ and the distance of its endpoints, $\sum_{i = 1}^{n-1} |p_i p_{i+1}|/|p_1 p_n|$. For a parameter $c \geq 1$,...
arxiv.org/abs/0901.0970v2
Midwest cousins of Barnes-Wall lattices
Given a rational lattice and suitable set of linear transformations, we construct a cousin lattice. Sufficient conditions are given for integrality, evenness and unimodularity. When the input is a Barnes-Wall lattice, we get multi-parameter series...
arxiv.org/abs/1109.2023v1
Negatively Biased Relevant Subsets Induced by the Most-Powerful One-Sided Upper…
Suppose an observable x is the measured value (negative or non-negative) of a true mean mu (physically non-negative) in an experiment with a Gaussian resolution function with known fixed rms deviation s. The most powerful one-sided upper confidence l...
arxiv.org/abs/2501.04789v1
Comparison of fundamental frequency estimators with subharmonic voice signals
In clinical voice signal analysis, mishandling of subharmonic voicing may cause an acoustic parameter to signal false negatives. As such, the ability of a fundamental frequency estimator to identify speaking fundamental frequency is critical. This pa...
arxiv.org/abs/1604.07779v4
Generalized negative flows in hierarchies of integrable evolution equations
A one-parameter generalization of the hierarchy of negative flows is introduced for integrable hierarchies of evolution equations, which yields a wider (new) class of non-evolutionary integrable nonlinear wave equations. As main results, several inte...
arxiv.org/abs/1210.0275v1
Lower Bounds on Revenue of Approximately Optimal Auctions
We obtain revenue guarantees for the simple pricing mechanism of a single posted price, in terms of a natural parameter of the distribution of buyers' valuations. Our revenue guarantee applies to the single item n buyers setting, with values drawn fr...
arxiv.org/abs/1406.4117v1
On Parameter Space of Complex Polynomial Vector Fields in the Complex Plane
The space of degree d single-variable monic and centered complex polynomial vector fields can be decomposed into loci in which the vector fields have the same topological structure. We analyze the geometric structure of these loci and describe some b...
en.wikipedia.org/wiki/Clustered_standard_errors
Clustered standard errors - Wikipedia
Clustered standard errors (or Liang-Zeger standard errors) are measurements that estimate the standard error of a regression parameter in settings where
arxiv.org/abs/1611.08511v2
A top-squark hunter's guide
In supersymmetric models with radiatively-driven naturalness and light higgsinos, the top squarks may lie in the 0.5- 3TeV range and thus only a fraction of natural parameter space is accessible to LHC searches. We outline the range of top squark and...
arxiv.org/abs/1707.09464v1
On variation of dynamical canonical heights, and Intersection numbers
We study families of varieties endowed with polarized canonical eigensystems of several maps, inducing canonical heights on the dominating variety as well as on the "good" fibers of the family. We show explicitely the dependence on the parameter for...
arxiv.org/abs/1607.05423v1
Training Skinny Deep Neural Networks with Iterative Hard Thresholding Methods
Deep neural networks have achieved remarkable success in a wide range of practical problems. However, due to the inherent large parameter space, deep models are notoriously prone to overfitting and difficult to be deployed in portable devices with li...
arxiv.org/abs/1708.01887v2
$q$-deformed Einstein's Model to Describe Specific Heat of Solid
Realistic phenomena can be described more appropriately using generalized canonical ensemble, with proper parameter sets involved. We have generalized the Einstein's theory for specific heat of solid in Tsallis statistics, where the temperature fluct...
arxiv.org/abs/math/0702614v2
Factorization of simple modules for certain pointed Hopf algebras
We study the representations of two types of pointed Hopf algebras: restricted two-parameter quantum groups, and the Drinfel'd doubles of rank one pointed Hopf algebras of nilpotent type. We study, in particular, under what conditions a simple modu...
arxiv.org/abs/2302.13741v2
Hulk: Graph Neural Networks for Optimizing Regionally Distributed Computing Syst…
Large deep learning models have shown great potential for delivering exceptional results in various applications. However, the training process can be incredibly challenging due to the models' vast parameter sizes, often consisting of hundreds of bil...