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WizardCoder: Large Language Model for Code

Blog post from Clarifai

Post Details
Company
Date Published
Author
Sumanth P
Word Count
664
Company Posts That Month
16
Language
English
Hacker News Points
-
Post removed?
No
Summary

WizardCoder is a specialized Code Large Language Model (LLM) that has been fine-tuned on Llama2, achieving superior performance on code generation benchmarks compared to other open-source and closed LLMs. Utilizing the Evol-Instruct method, it adapts to complex coding tasks, making it a valuable tool for developers. Available through the Clarifai Platform, WizardCoder can be accessed via API and supports a variety of programming languages, including Python, Java, and JavaScript. The model excels in tasks such as code generation, completion, and summarization, and is capable of automating DevOps scripts, data analysis, machine learning pipelines, web scraping, and API development. WizardCoder-Python-34B has demonstrated exceptional performance in benchmarks like HumanEval and MBPP, surpassing models like GPT-4 and ChatGPT-3.5.

Trends Found in this Post
Trend Post Mentions Total Month Mentions Posts Companies MoM
LLM 17 2,134 271 94 -26%
AI Model Fine-tuning 2 498 94 48 -24%
AI Coding Assistant 1 195 27 18 -39%
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