Small Qodo model outperforms giants OpenAI and Salesforce
Qodo company, previously known as Codium, has introduced a revolutionary open model Qodo-Embed-1-1.5B for working with program code, which has surpassed solutions from technology giants OpenAI and Salesforce, despite its more compact size and high efficiency.
The new model with 1.5 billion parameters sets a new standard in the field of search, extraction, and understanding of code, which is especially important for corporate development teams managing large-scale and complex codebases.
“Corporate software can contain tens, if not hundreds of millions of lines of code. Code generation alone is not enough — you need to ensure its high quality, correct operation, and integration with the rest of the system,” explains Itamar Friedman, CEO and co-founder of Qodo.
According to Friedman, context plays a key role in modern software development using AI models. “To extract the right context from a really large codebase, you need to use a specific search mechanism,” he notes.
Unlike traditional artificial intelligence solutions focused on code generation, Qodo-Embed-1-1.5B offers a more comprehensive approach. The model is particularly effective for large organizations where software projects span millions of lines of code distributed across multiple teams, repositories, and programming languages.
The release of this model as open source represents a significant step forward in the development of AI tools for software development, offering a more accurate and efficient solution for searching and analyzing code in large-scale corporate systems.
Autor: AIvengo
For 5 years I have been working with machine learning and artificial intelligence. And this field never ceases to amaze, inspire and interest me.
Latest News
AI chatbots generate content that exacerbates eating disordersA joint study by Stanford University and the Center for Democracy and Technology showed a disturbing picture. Chatbots with artificial intelligence pose a serious risk to people with eating disorders. Scientists warn that neural networks hand out harmful advice about diets. They suggest ways to hide the disorder and generate "inspiring weight loss content" that worsens the problem.
OpenAGI released the Lux model that overtakes Google and OpenAIStartup OpenAGI released the Lux model for computer control and claims this is a breakthrough. According to benchmarks, the model overtakes analogues from Google, OpenAI and Anthropic by a whole generation. Moreover, it works faster. About 1 second per step instead of 3 seconds for competitors. And 10 times cheaper in cost per processing 1 token.
Altman declared red alert at OpenAI due to Google's successesSam Altman declared "red alert level" at OpenAI, and this is not just corporate drama. This is an admission that the market leader felt competitors breathing down their neck. According to an internal memo, he is mobilizing additional resources to improve ChatGPT amid growing threats from Google.
Companies are bringing back 5% of those fired due to AI implementation failureMany companies began bringing back employees fired because of artificial intelligence. Analytics company Visier studied employment data of 2.5 million employees from 142 companies worldwide. About 5% of fired employees subsequently returned to their previous employer. This indicator remained stable for several years, but recently began to rise.
