Answer-first summary for fast verification
Answer: CodeLlama-34b-Instruct-hf
The question specifically asks for a model that has been 'specifically trained to generate code' and would produce the 'best results out of the box' for code generation. CodeLlama-34b-Instruct-hf is explicitly designed and trained for code generation tasks, making it the optimal choice. While Mixtral-8x7B-v0.1 received some community support (33%), it's a general-purpose model not specifically optimized for code generation. Llama-2-70b-hf and mpt-7b-8k-instruct are also general-purpose models without specialized code training. The community discussion shows 67% support for CodeLlama, and the detailed reasoning in the comments, despite some confusion, aligns with the fact that specialized models perform better for domain-specific tasks like code generation.
Author: LeetQuiz Editorial Team
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A Generative AI Engineer needs to build an LLM application for code generation and must select a model specifically trained for this task.
Which model is most likely to deliver the best results out-of-the-box?
A
CodeLlama-34b-Instruct-hf
B
Mixtral-8x7B-v0.1
C
Llama-2-70b-hf
D
mpt-7b-8k-instruct
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