# Hugging Face — Comparing the Performance of LLMs: A Deep Dive into Roberta, Llama 2, and Mistral for Disaster Tweets Analysis with Lora

- Company: Hugging Face (huggingface.co)
- Announced: 2023-11-07
- Category: research-paper
- Coverage: not counted
- Announcement: yes
- Group: announcements
- Source: https://huggingface.co/blog/Lora-for-sequence-classification-with-Roberta-Llama-Mistral
- Record: https://forck.live/items/1976-comparing-the-performance-of-llms-a-deep-dive-into-roberta-llama-2-and-mistral
- Subject: Platform
- Models affected: RoBERTa, Mistral-7b, Llama-2-7b

This blog post compares the performance of RoBERTa, Mistral-7b, and Llama-2-7b models using LoRA fine-tuning for classifying disaster-related tweets.

## Evidence

Verbatim from https://huggingface.co/blog/Lora-for-sequence-classification-with-Roberta-Llama-Mistral:

> This blog post is all about comparing three models: RoBERTa, Mistral-7b, and Llama-2-7b. We used them to tackle a common problem - classifying tweets about disasters.

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Record: https://forck.live/items/1976-comparing-the-performance-of-llms-a-deep-dive-into-roberta-llama-2-and-mistral
Catalogue: https://forck.live/llms.txt
Current issue: https://forck.live/feed.md