Sabi'a-3 Technical Report
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Abstract (arXiv)
This report presents Sabi'a-3, our new flagship language model, and Sabiazinho-3, a more cost-effective sibling. The models were trained on a large brazilian-centric corpus. Evaluations across diverse professional and academic benchmarks show a strong performance on Portuguese and Brazil-related tasks. Sabi'a-3 shows large improvements in comparison to our previous best of model, Sabia-2 Medium, especially in reasoning-intensive tasks. Notably, Sabi'a-3's average performance matches frontier LLMs, while it is offered at a three to four times lower cost per token, reinforcing the benefits of domain specialization.
Key facts. Cited by 7 papers in the map (data through 7 Oct 2026). Builds on 7 of its 13 references that are in the map. First posted on arXiv 15 Oct 2024.
Builds on
7 of 13 references.
References · 7
- 2023Judging LLM-as-a-Judge with MT-Bench and Chatbot Arenacited by 8,393
- 2024Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phonecited by 1,883
- 2023Instruction-Following Evaluation for Large Language Modelscited by 1,143
- 2024Yi: Open Foundation Models by 01.AIcited by 706
- 2024CodeAgent: Enhancing Code Generation with Tool-Integrated Agent Systems for Real-World Repo-level Coding Challengescited by 278
- 2021QuALITY: Question Answering with Long Input Texts, Yes!cited by 204
- 2023Taken out of context: On measuring situational awareness in LLMscited by 131
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Citing papers per year: 2025: 6; 2026: 1.
7 papers.
- 2025TiEBe: Tracking Language Model Recall of Notable Worldwide Events Through Timecited by 8
- 2025PoETa v2: Toward More Robust Evaluation of Large Language Models in Portuguesecited by 5
- 2025Ticket-Bench: A Kickoff for Multilingual and Regionalized Agent Evaluationcited by 4
- 2025BRoverbs -- Measuring how much LLMs understand Portuguese proverbscited by 3
- 2025JurisTCU: A Brazilian Portuguese Information Retrieval Dataset with Query Relevance Judgmentscited by 2
- 2025Aplicacc~ao de Large Language Models na An'alise e S'intese de Documentos Jur'idicos: Uma Revis~ao de Literaturacited by 0
- 2026CAPITU: A Benchmark for Evaluating Instruction-Following in Brazilian Portuguese with Literary Contextcited by 0
- 2026CAPITU: A Benchmark for Evaluating Instruction-Following in Brazilian Portuguese with Literary Context23 Mar 2026
- 2025PoETa v2: Toward More Robust Evaluation of Large Language Models in Portuguese21 Nov 2025
- 2025Ticket-Bench: A Kickoff for Multilingual and Regionalized Agent Evaluation17 Sep 2025
- 2025BRoverbs -- Measuring how much LLMs understand Portuguese proverbs10 Sep 2025
- 2025Aplicacc~ao de Large Language Models na An'alise e S'intese de Documentos Jur'idicos: Uma Revis~ao de Literatura1 Apr 2025
- 2025JurisTCU: A Brazilian Portuguese Information Retrieval Dataset with Query Relevance Judgments11 Mar 2025
- 2025TiEBe: Tracking Language Model Recall of Notable Worldwide Events Through Time13 Jan 2025