SparkNLP - 995 Introducing MistralAI LLMs

[prabod]

Introducing MistralAI LLM models

Description

Mistral 7B, a 7.3 billion-parameter model that stands out for its efficient and effective
performance in natural language processing. Surpassing Llama 2 13B across all benchmarks and
excelling over Llama 1 34B in various aspects, Mistral 7B strikes a balance between English
language tasks and code comprehension, rivaling the capabilities of CodeLlama 7B in the
latter.

Types of changes

• New feature (non-breaking change which adds functionality)

Checklist:

• My code follows the code style of this project.
• My change requires a change to the documentation.
• I have updated the documentation accordingly.
• I have read the CONTRIBUTING page.
• I have added tests to cover my changes.
• All new and existing tests passed.