Abstract: A multimodal data generation method is provided. The method includes: inputting a query data sequence into a multimodal model, to obtain a plurality of tokens in a response data sequence, where a current token is generated through the following operations: inputting the query data sequence and a current response data sequence into the multimodal model, so that the multimodal model generates the current token based on the query data sequence and the current response data sequence, in response to determining that the current token belongs to a first data modality; or inputting the query data sequence and a current response data sequence into the multimodal model, so that the multimodal model denoises an initial token sequence based on the query data sequence and the current response data sequence, to generate a result token sequence, in response to determining that the current token belongs to a second data modality.

Abstract: Provided is a large language model training method, an electronic device and a storage medium, relating to the field of artificial intelligence technologies, and in particular, to the fields of deep learning, natural language processing and large model. The method includes: performing dimension reduction parameter fusion on a two-dimensional parameter matrix on each channel in each network layer in a first large language model, respectively, to obtain a second large language model; performing layer reduction parameter fusion on network layers in the second large language model based on a three-dimensional parameter matrix of each network layer in the second large language model to obtain a third large language model; and training the third large language model to obtain a target large language model under the condition that the target loss function determined based on the first and third large language models meets a preset first function condition.

Abstract: Disclosed herein are systems and method for selecting and applying configurations for wireless communications of a UE device based on a location. The system can include a processor to detect a wireless network of an access point (AP) configured to support wireless communication according to a plurality of configurations. The processor can identify, based at least on a plurality of weights for a plurality of modes for geolocation determination, a mode of the plurality of modes corresponding to a weight of the plurality of weights. The processor can determine a geolocation of the AP using the mode and the weight and select, based at least on the geolocation of the AP, a configuration of the plurality of configurations to use for wireless communication with the AP.

Abstract: The present application discloses a wiper arm nozzle, a wiper and an automobile. The wiper arm nozzle includes a nozzle body and a mounting portion, wherein an interior of the mounting portion is hollow and a bottom of the mounting portion communicates with a water inlet of the nozzle body, and either end of the mounting portion is provided to be open; a deflector inserted into the mounting portion, wherein a first runner and a second runner are defined on the deflector, the first runner forms a first water outlet at one end of the mounting portion, and the second runner forms a second water outlet at the other end of the mounting portion; wherein the first runner and the second runner are connected with a self-excited runner, and the first runner and the second runner gradually widen in a direction adjacent to the water outlet.

Abstract: A method, apparatus and computer readable medium for a multi-user orthogonal frequency division multiplexing (OFDM) subcarrier allocation that improves detection performance of the integrated communication radar system. The performance of the integrated communication radar system is improved by: determining a pseudo-random subcarrier allocation manner for multi-user OFDM.

Abstract: A display panel, a display device, and a splicing display device are provided. The display panel includes pixels including subpixels, the subpixel includes a pixel circuit and a light-emitting element that are electrically connected to each other. In a pixel, light-emitting elements of the subpixels are arranged along a first direction, and pixel circuits of the subpixels are arranged along the first direction. In at least one pixel, an arrangement order of the light-emitting elements is different from an arrangement order of the pixel circuits; or arrangement orders of the pixel circuits in at least two pixels are different from each other, or arrangement orders of the light-emitting elements in at least two pixels are different from each other.

Abstract: A subcarrier determining method is performed by a target device. The method includes: determining a plurality of subcarriers corresponding to each of at least two communication devices at a same time domain location; wherein an interval between two adjacent subcarriers in the plurality of subcarriers is a target interval, and the communication device is at least one of a data receiving device or an echo receiving device.

Abstract: Provided is a display module. The display module includes: a display panel, a first printed circuit board, and a flexible printed circuit board; wherein the display panel is electrically connected to the first printed circuit board, the first printed circuit board is disposed at a back of the display panel, and the flexible printed circuit board includes a first connecting portion, a second connecting portion, and a flexible connecting structure, wherein the flexible connecting structure includes a plurality of stacked connecting bands, two ends of the flexible connecting structure are connected to the first connecting portion and the second connecting portion respectively, the first connecting portion is connected to the first printed circuit board, and the second connecting portion is configured to be connected to the host.

Abstract: A method for forming a memory device is provided. An alternating dielectric stack is formed on a substrate. The alternating dielectric stack includes a dielectric layer pair, and the dielectric layer pair includes a first dielectric layer and a second dielectric layer different from the first dielectric layer. A barrier structure extending vertically through the alternating dielectric stack and laterally separating the alternating dielectric stack into a first portion and a second portion is formed. The barrier structure has an unclosed shape. The first dielectric layer in the second portion of the alternating dielectric stack is replaced with a conductor layer to form an alternating conductor/dielectric stack including the conductor layer and a third dielectric layer. A through array contact structure extending vertically through the first portion of the alternating dielectric stack to the substrate is formed.

Abstract: An atomizer comprises an atomizing body, an atomizing assembly, an atomizing base and a fixing member. The atomizing base is disposed in one end of the atomizing body. The fixing member is installed outside the atomizing base and connected with the atomizing body. The fixing member is made of metal magnetic material.

Abstract: A juice extractor includes a power assembly, a housing assembly, a snap-fitting assembly and a screw assembly; the power assembly includes an electric motor, an electric-motor housing and a rotation shaft, and the electric motor drives the rotation shaft to rotate; the screw assembly is connected to the rotation shaft, and is provided inside the housing assembly; the snap-fitting assembly connects the housing assembly to the power assembly; and the housing assembly includes a strainer assembly and a filtering-shield assembly, the strainer assembly is integrally formed by welding, the filtering-shield assembly is detachably fixed to and supported on the strainer assembly, and the filtering-shield assembly is provided with a filtered-juice separating slot that is capable of performing secondary filtration of an extracted juice. The present disclosure employs a novel structure, which has a good sealing performance, and a low manufacturing cost, and the mouthfeel of the extracted juice is better.

Abstract: The present disclosure provides a method, apparatus, optical touch device, and storage medium for optical touch image optimization, including turning on an infrared light source based on a preset second interval, wherein the infrared light source is configured to illuminate a touch object of the optical touch device; capturing, at each time the infrared light source is turned on, a first optical touch image and a second optical touch image based on a preset first interval, wherein the first optical touch image is the image captured when the infrared light source is turned on, and the second optical touch image is the image captured when the infrared light source is turned off; and performing subtraction between the first optical touch image and the second optical touch image to obtain an optimized optical touch image, wherein the optimized optical touch image includes the touch object.

Abstract: An atomizer includes: a housing provided with an accommodating cavity and an air outlet channel; an atomization base with at least a partial structure disposed in the accommodating cavity, a liquid storage cavity for storing an aerosol-generation substrate being defined between a top wall of the atomization base and the housing, the atomization base including an atomization cavity and at least one liquid flowing channel, the liquid flowing channel being communicated between the liquid storage cavity and the atomization cavity; and a vent channel provided with a vent outlet, the vent outlet being communicated with the liquid storage cavity and being disposed close to the air outlet channel.

Abstract: The present disclosure may provide an atomizer and an electronic atomization device. The atomizer may include a shell, a heating assembly, a lid, a base, and a first sealing component. The shell defines a liquid cavity and a smoke outlet. The heating assembly may heat and atomize the liquid into a smoke. The lid and the base may be provided to fix the heating assembly therebetween. The lid defines a liquid inlet communicating with the liquid cavity, and the liquid may flow through to reach the heating assembly. The atomizer may define an air entering hole, such that external air may enter the device through the hole to drive smoke to flow. The first sealing component may be engaged between the lid and the heating assembly, contacting both at the same time and defining air guiding channels to guide the air to flow into the liquid cavity.

Abstract: An atomizer comprises an atomizing body, an atomizing base disposed at one end of the atomizing body, and a fixing member installed outside the atomizing base and connected with the atomizing body. The atomizing base is fixed on the atomizing body by the fixing member, and the fixing member is made of a material that can be adsorbed by a magnet and comprises a tabular main body portion corresponding to the atomizing base. The atomizing base is fixed on the atomizing body by the fixing member, and after the atomizer is connected and assembled with a power supply assembly, an adsorption force between the tabular main body portion and the magnet can increase.

Abstract: The present disclosure may provide an atomizer and an electronic atomization device. The atomizer may include a shell, a heating assembly, a lid, a base, and a first sealing component. The shell defines a liquid cavity and a smoke outlet. The heating assembly may heat and atomize the liquid into a smoke. The lid and the base may be provided to fix the heating assembly therebetween. The lid defines a liquid inlet communicating with the liquid cavity, and the liquid may flow through to reach the heating assembly. The atomizer may define an air entering hole, such that external air may enter the device through the hole to drive smoke to flow. The first sealing component may be engaged between the lid and the heating assembly, contacting both at the same time and defining air guiding channels to guide the air to flow into the liquid cavity.

Abstract: A vaporizer includes: a shell; an outer tube disposed in the shell; and an inner tube disposed in the outer tube. An inhalation opening is formed at an end of the shell. A main airway in communication with the inhalation opening is formed inside the inner tube. An auxiliary airway in communication with the inhalation opening is formed between the outer tube and the inner tube.

Abstract: A gas-liquid reactor is provided. The gas-liquid reactor includes a reactor housing, where an outer side of the reactor housing is provided with a heat exchange jacket device, and the reactor housing is provided with a liquid phase inlet, a gas phase inlet and a gas-liquid phase outlet, and is internally provided with an electric dispersion gas distributor in communication with the gas phase inlet, and the electric dispersion gas distributor is provided with needle electrodes; and row tubes are arranged above the electric dispersion gas distributor, lower ends of the row tubes are grounded, and upper ends of the row tubes are located below the gas-liquid phase outlet. The gas-liquid reactor is configured to continuously produce gas-liquid reaction, and a gas-phase material is dispersed by utilizing the needle electrodes to form micrometer-scaled bubbles to be premixed with a liquid-phase material, and then stably flows through the row tubes.

Abstract: A vaporization assembly includes: a cylindrical vaporization core having a first end and a second end opposite the first end; and at least one sealing ring tightly attached to the first end and/or the second end. A vent structure is arranged on the at least one sealing ring. In an embodiment, the vent structure includes a vent groove formed on a surface attached to the first end and/or the second end of the sealing ring.

Abstract: The present invention provides a process for continuous treatment of high-concentration organic wastewater and a device for continuous treatment of high-concentration organic wastewater. The process of the present application is that: high-concentration organic wastewater is continuously separated through the synergistic interaction of a multilayer evaporator and a heat pump, and the generated wastewater steam containing light components is continuously subjected to desulfurization and catalytic combustion after being mixed with air in a gaseous form, the treated wastewater can meet discharge standards, and heavy components of the generated wastewater can be recycled.