Recently, People’s Network Finance and Economics Research Institute released "Opening a New Era of Intelligence: Report on the Development of AI Big Model Industry in China in 2024", which analyzed and compared eight AI big models with high domestic market share in terms of functions and applicability.
01, iFLYTEK spark cognitive model.
IFLYTEK Spark Cognitive Model has seven core competencies:Text generation, language understanding, knowledge question and answer, logical reasoning, mathematical ability, code ability and multimodal ability.
In terms of knowledge learning and content creation, it can extract elements and generate problems, which can help the fields of knowledge learning and content creation to produce richer and more useful agents and expand reasonably with external knowledge.
Applicability analysis
Users can useText generationExperience one-click document generation, AI writing assistant, multilingual document generation, AI automatic drawing, multiple template selection, speech notes and other functions. Get life knowledge, medical knowledge, policy interpretation and other content through asking questions.
IFLYTEK Spark will analyze the preconditions and assumptions of the problem to reason out the answers or solutions, and give new ideas and opinions. In scientific research tasks, it can use existing data and information to infer, predict and verify. It can also solve mathematical problems such as equation solving, solid geometry, calculus and probability statistics.
existCode abilityOn the other hand, it can intelligently generate code according to comments and function names, support line-by-line code comments, accurately locate code syntax and logic errors, and even intelligently generate unit test data.
Multimodal capability aspectIFLYTEK Spark can return accurate picture descriptions according to the pictures uploaded by users, or complete questions and answers on the picture materials, and can also generate desired audio and video by virtue of user descriptions.
02, ERNIE Bot model.
ERNIE Bot can understand complex hints such as subtext, complex sentence patterns, technical terms, out of order, vague intentions and so on, and is also competent for code understanding and debugging.
Applicability analysis
ERNIE Bot can be applied to the creation of novels, essays, poems and other literary works.
CopywritingOn the other hand, you can write business plans, market analysis reports and other business copywriting. Provide creative thinking, inspiration and ideas for advertising, and quickly conceive attractive advertising copy and slogan; Chat robots in ERNIE Bot are used in life service, education and counseling, customer service and other fields.
Multimodal generationOn the other hand, Wenxin big model supports image generation and processing, and can generate images or edit existing images according to users’ needs. Wen Xin Da Model also supports speech synthesis, speech recognition and audio classification. Wen Xin Da model can also process video data, or transform text into dynamic image sequence to complete video classification, target detection and other tasks.
Mathematical logic calculationOn the other hand, Wenxin Big Model can solve complex mathematical problems, and it can also become a code assistant. For example, Baidu developed Comate, an intelligent code assistant based on Wenxin Big Model, which provides intelligent recommendation, intelligent generation, intelligent question-and-answer and other functions, and supports multiple programming languages and IDE.
Generating abilityOn the other hand, it can quickly generate various styles of texts, codes, pictures, charts and videos, such as copywriting, making life plans and writing high-quality codes.
Logical abilityOn the other hand, it can help users solve complex logic problems, difficult mathematical calculations, important career/life decisions, code error correction, common sense reasoning, logic check, solid geometry, debate inspiration and so on.
memory abilityOn the other hand, after several rounds of dialogue, ERNIE Bot can still remember the key points of the dialogue, easily handle complex problems and immerse himself in role dialogue.
03, Tongyi Thousand Questions Model
Tongyi Qianwen can provide users with rich interactive experience in creative copywriting, office assistant, study assistant and interesting life.
Applicability analysis
Creative copywritingApplications include: "writing marketing copy", inputting product introduction to obtain tailor-made gold medal marketing copy. "Article touch-up" can deeply analyze the articles submitted by users, dig out the inadequacies of expression and provide suggestions on lexical sentence changes. "Live-broadcast script generation" provides vivid, interesting and marketable script content for e-commerce anchors based on rich commodity information and user needs.
Office assistantApplication: "SWOT analysis" provides users with comprehensive, in-depth and accurate strategic decision support, and understands and evaluates the influence of internal and external environment on specific projects from multiple perspectives. "PPT frame generation" intelligently constructs a professional and logically clear PPT structure for users.
Learning assistantThe application includes: "topic processing factory", which generates high-quality test questions according to the provided majors and disciplines, which greatly saves the time and energy of teachers, parents and educational institutions in setting questions. "Learning Planning Station" can provide users with personalized and systematic learning path planning, and customize an efficient and scientific learning schedule.
Interesting lifeApplications include: "recipes that can fly", input the names of dishes, and provide tips for food cooking step by step. "AI Fitness Coach" makes exclusive fitness plans for users. "Write lyrics", write vivid lyrics according to the song name prompted by the user.
04, red rabbit model
Red Rabbit Big Model is a vertical multi-level language model for enterprise application developed by RongLianyun, which empowers enterprises to build exclusive intelligent customer service and intelligent marketing, including conversation insight, business speech, question and answer knowledge base, knowledge application, data analysis, intelligent dialogue framework and process management. The three core points areintelligent、controllabilityandProduction ratio.
Applicability analysis
Based on the big red rabbit model, Rong Lianyun released the generative application "Rong rhinoceros Copilot".
Large model speech: Rongxi Copilot backstage quickly checks and screens massive historical conversation data with one click, selects better words and generates gold medals, gives attention to both quality and quantity, and digs out high-frequency concerns of customers and understands business pain points from the problems.
Intelligent knowledge baseIt can help enterprises to quickly build a speech library from scratch at low cost, including understanding document knowledge, searching knowledge quickly, intelligent question and answer, etc., and greatly improve the construction efficiency.
Conversational insightEfficient and convenient insight into the communication situation of each conversation, analysis of customer demands, accurate diagnosis and optimization. Returning to the actual business itself, Rongxi Copilot went deep into the financial industry to subdivide the scenes, and created scene-based customer service assistants, such as retention assistants by stages, card recommendation assistants, complaint appeasement assistants, etc., to help quickly understand customer needs in real time, recommend better answering words, diagnose customer emotional changes, and remind wording and precautions.
05, Wen Xiu big model
The large-scale model of literature revision provides proofreading services that are more suitable for professional users such as government agencies, news media, enterprises, schools and publishing institutions. haveStrong proofreading ability, high speed and high matching degree.Three characteristics, better solve the problem of vertical industry.
Applicability analysis
Field of government unitsEmpowering government departments at all levels to intelligently proofread, providing services such as error-sensitive proofreading, modification tips and text retouching of written materials, fully ensuring the accuracy and rigor of content, supporting proofreading in the intranet environment, and meeting higher confidentiality requirements.
News media fieldThe big model of Wen Xiu goes deep into all aspects of news media work, proofreads multi-modal content with multiple types of error sensitivity, helps to quickly locate errors and highlight them, makes the content more standardized and rigorous, and effectively maintains the credibility of official accounts; At the same time, it provides text retouching service to improve the speed of publishing and ensure the timeliness of news.
Enterprise unit fieldThe whole process cuts into the corporate office scene, and from the aspects of content error correction and text quality improvement, the content of publicity and distribution is optimized, the appeal of copywriting is improved, and the marketing effect is significantly improved.
School institutional fieldConduct comprehensive proofreading of publicity materials, new media manuscripts, scientific research reports, academic papers and other contents of school institutions, effectively reduce the rate of text errors and ensure academic rigor. Helping the drafting and optimization of articles, reports and materials through AI retouching function will help to further enhance the school’s communication power and influence; In the field of publishing institutions, we provide professional, convenient and efficient content screening and text quality control services, assist publishing institutions to efficiently process multilingual texts, reduce the probability of content errors, and ensure the standardization and accuracy of content.
06, YonGPT big model
YonGPT’s application in enterprise services mainly focuses on four directions:Business operation、human-computer interaction、Knowledge generation、Application generation.
Applicability analysis
existIntelligent business operationOn the other hand, YonGPT can gain insight into enterprise operations, identify potential business risks and opportunities, and provide intelligent solutions through data analysis and forecasting capabilities, thus improving business decision-making level and business operation efficiency.
existNaturalized human-computer interactionAspect: YonGPT, through its powerful natural language processing technology and understanding ability, enables enterprise applications and services to communicate with users naturally and smoothly, realizes the calling, connection and assembly of different applications in a "people-oriented" way, and completes the work more naturally and efficiently.
existIntelligent knowledge generationAspects: YonGPT generates new and valuable knowledge content by extracting and integrating knowledge from massive data and information, covering industry solutions and knowledge sharing in professional fields, helping enterprises and users to fully utilize their own knowledge reserves and accumulation, and promoting the dissemination and application of knowledge.
existSemantic application generationAspect: YonGPT can automatically generate an application program with semantic ability by understanding user needs, enterprise business and data characteristics, and improve the efficiency of creating personalized application services in an all-round way.
YonGPT’s intelligent scene service has four services:
Intelligent analysis of enterprise income/profit tax management, you can control the business situation in real time, quickly gain insight into the problems, accurately predict the benefits of enterprises, and effectively foresee and respond to changes.
Intelligent order generation, which combines rich experience in supply chain, realizes rapid and intelligent order generation and improves enterprise efficiency through "interactive innovative" order generation assistant.
Intelligent recruitmentOptimize the application experience through AI interaction to achieve accurate decision-making in selecting and employing people.
Intelligent big searchTo provide a new experience of "immersive" search, accelerate the value-added service of enterprise knowledge, gain insight into user needs, realize the integration of search and push, and enable knowledge to empower business and organization.
07, "easy to write" intelligent creation engine
The "easy to write" intelligent creation engine is suitable for groups with daily reading needs and writing needs, such as party and government media, state-owned enterprises, schools and hospitals. The "easy to write" intelligent creation engine digs deeply into the needs of users, and constructs an interactive experience of "follow-up", "follow-up" and "follow-up", which has the characteristics of high efficiency, safety, accuracy and rich content.
Applicability analysis
People’s Network takes the corpus of industry customer database as the core, supplemented by the content of People’s Daily, and customizes and trains the "easy writing" intelligent creative language model for customers to help improve.writing ability、Accumulate writing materials、Standardize writing format. In the process of writing, you can also provideTitle writing、Rhetorical use、Quote poetry and proseandNet languageWe will provide rich materials to help creators inspire and provide ideas, so as to automatically and efficiently generate high-quality article materials in line with customers’ writing scenes, provide customers with all-dimensional, full-time and global intelligent services, and greatly improve the overall efficiency of work.
08, blue heart big model
Blue Heart Big Model is the first open-source research big model running on the mobile phone in the industry, and it is also a Chinese open-source big model more suitable for Chinese users. With the improvement of parameters, Blue Heart Big Model gradually has the abilities of text summary, language understanding, text creation, knowledge question and answer, role-playing, complex logical reasoning and complex task arrangement. Based on the ability of blue heart big model, vivo developed two mobile phone products, blue heart small V and blue heart thousand inquiry.
Applicability analysis
Blue heart small vSupport semantic search, question and answer, writing, drawing and intelligent interaction. The super-mapping functions include: Wensheng map and Tusheng map, AI passerby elimination (passerby stealth).
Lan Xin Qian XunCovers two core application scenarios: AI dialogue and AI inspiration. Blue Heart Qianxun is the first large model public free APP in the mobile phone industry. Lan Xin Qian Xun can provide social media copy creation, PPT outline generation, Chinese-English text translation and other functions, and also set up tools such as wearing suggestions. Inspiration Square is equipped with inspiration skill cards in different scenes, covering creative scenes in work, study and life.
Source: CPPCC Network
(Source: Financial Information)
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