Programming is an indispensable skill in modern society, and there are no lessProgrammerwill be troubled by cumbersome ** writing. However, in recent years, with theArtificial intelligenceWith the rapid development of the world, the application of AI in the field of programming has increasingly become a hot topic. In this context, the domestic programming artifact FittenCode came into being, and with its excellent performance and comprehensive functions, it has become the strongest opponent of GitHubCopilot.
1. Faster and more efficient programming artifact
As a domestic programming artifact, FittenCode not only surpasses GitHubCopilot in terms of speed, but also improves its accuracy by about 20%. By comparing the measured results, it can be seen that the average delay of FittenCode writing** is only 300ms, while the first delay of GitHubCopilot is as long as 5 seconds. How?
The fittencode team uses domestic self-developed deep learningframeJITTOR and the development of the largest model of non-ten research and development provide users with a faster and more efficient programming experience. After many rounds of battles, FittenCode beat Copilot in terms of speed and accuracy, which is eye-catching.
2. The improvement of accuracy from the perspective of the quality of generation
In addition to speed, the quality of the generated ** is also an important indicator to evaluate the accuracy of the programming assistant. Compared with githubcopilot, the ** generated by fittencode is more complete and of higher quality. For example, in the case of generating a Resnet model, FittenCode can generate a complete interactive completion, while Copilot can contain a large number of duplicate fragments.
To verify the accuracy, the Humaneval test set was conducted, and the results showed that the pass@1 accuracy of FittenCode reached an astonishing 601%, significantly higher than Copilot's 495%。This shows that FittenCode not only has a clear advantage in speed, but also performs well in accuracy.
3. Efficiently complete complex algorithm tasks
The efficiency of FittenCode is not only reflected in the speed and accuracy, but also in the complexity of processingAlgorithmsAbility on the task. to usepythonAchieve the longest ascending subsequenceAlgorithmsFor example, requirementsTime complexityis o(nlogn). FittenCode can accurately accomplish this complex task, while Copilot can only achieve a non-optimal O(N2).Algorithms
In addition, it is worth mentioning that if conditions permit, fittencode completes a large number of ** at one time. Compared with the ability of other products to complete only 1-2 lines on average, fittencode completes 3-5 lines on average, which greatly improves completionEfficiency。Through many "head-to-head" experiments, FittenCode has surpassed Copilot in terms of speed, completeness and accuracy.
In addition to its excellent performance in terms of speed and accuracy, FittenCode is also quite comprehensive in terms of features, covering almost everythingProgrammerAll the features you need for everyday programming. Let's take a look at a few of the most important features:
1. Automatic completion
fittencode can automatically complete the missing parts in **, which greatly reduces the burden of writing**. Whether it's auto-completion of requirements and commands, or auto-completion of structures and function calls, fittencode can be easily implemented to make programming work more efficient.
2. Natural language generation**
FittenCode has the ability to translate at the semantic level, which can be implemented in a variety of waysProgramming languagesTranslations between them. Simply describe the function that needs to be implemented in the form of a comment or dialogue, and fittencode can automatically generate a meeting of the requirements, greatly reducing the time and effort of manual writing. At the same time, it can also quickly generate first-class fragments such as project structure, function skeleton, and interface calls according to annotations to help build a project quickly.
3. Automatically add annotations
FittenCode has the function of automatically generating relevant comments, which can automatically generate clear and easy-to-understand explanations and documents according to the logic and structure of **. This eliminates the need to manually write annotations and greatly improves codingEfficiencyand readability.
4. Intelligent bug finding and automatic generation of unit tests
FittenCode can also perform intelligent bug search according to the selected ** and automatically generate the corresponding test cases. This can help users improve the quality of the **Reliabilityto reduce the occurrence of potential bugs.
5. The ability to interpret the meaning of **
FittenCode has the ability to explain the meaning of **, which can help users understand the logic and structure of ** more deeply. This is very helpful for learning and optimization, making writing more scientific and efficient.
To sum up, FittenCode is comprehensive and powerful, which can greatly improve programmingEfficiencyand quality.
Programming is a skill that requires continuous learning and improvement, and fittencode, as a powerful programming artifact, is a powerful programming artifactProgrammerGreat convenience and support are provided. With its high speed, high accuracy, and comprehensive features, FittenCode is a strong competitor to GitHubCopilot.
Through the comparison of actual measurements, it can be seen that FittenCode not only surpasses Copilot in speed, but also has a significant improvement in accuracy. The resulting ** is of higher quality and more complete, capable of completing complexities efficientlyAlgorithmsTask.
In addition, FittenCode also has automatic completionNatural languageGenerate, add comments, find bugs, explain, autogenerateUnit testsand other comprehensive features. More than 80 kinds are supportedProgramming languagesand free to use, making programming more efficient.
The core of fittencodeDevelopment teamGraduated fromTsinghua Universityand promoted the open source work of the plan in the school. Their technical skills are outstanding, and they have published in top conferences and journals. The efforts and innovation of this top team have made FittenCode a very competitive domestic programming artifact.
In short, the appearance of fittencode is:ProgrammerThe result is a faster, more accurate, and more comprehensive programming experience. For those looking to improve programmingEfficiencyAnd quality people, FittenCode is undoubtedly a good choice.