{"id":2574,"date":"2025-12-22T12:49:55","date_gmt":"2025-12-22T14:49:55","guid":{"rendered":"https:\/\/sites.usp.br\/keml\/?page_id=2574"},"modified":"2026-04-26T14:51:00","modified_gmt":"2026-04-26T16:51:00","slug":"language-models-for-portuguese","status":"publish","type":"page","link":"https:\/\/sites.usp.br\/keml\/en\/language-models-for-portuguese\/","title":{"rendered":"Language Models for Portuguese"},"content":{"rendered":"<p>List of models optimized for Portuguese (both Brazilian and European varieties), focusing on architectures with <strong>at least 1 billion parameters<\/strong>.<\/p>\n<p>When appropriate, the models are grouped into <strong>\u201cfamilies\u201d<\/strong>. The information presented for each model includes: name, release date, license, Portuguese variety, size, base model, weights, variations, training data, data cutoff date, associated API, online chat, and development team.<\/p>\n<p>Click on the family name to access information about each language model variant.<\/p>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Aira 2 Portuguese 1.7B<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name:\u00a0<a href=\"https:\/\/huggingface.co\/nicholasKluge\/Aira-2-portuguese-1B7\"> Aira 2 Portuguese 1.7B <\/a><\/li>\n<li>Release date: Oct 10, 2024<\/li>\n<li>License: RAIL License<\/li>\n<li>Size: 1.7B<\/li>\n<li>Base model: BLOOM<\/li>\n<li>Knowledge cutoff date: Oct 10, 2024 or earlier<\/li>\n<li>Team:\u00a0<a href=\"http:\/\/linkedin.com\/in\/nicholaskluge\">Nicholas Kluge<\/a><\/li>\n<li>Training data: <a href=\"https:\/\/huggingface.co\/datasets\/nicholasKluge\/instruct-aira-dataset\">Instruct-Aira Dataset (Portuguese subset)<\/a><\/li>\n<li>Language variety: Brazilian Portuguese<\/li>\n<li>Model ID:\u00a0<code>Aira-2-portuguese-1B7<\/code><\/li>\n<li>Weight availability: <a href=\"https:\/\/huggingface.co\/nicholasKluge\/Aira-2-portuguese-1B7\">yes<\/a><\/li>\n<li>Associated API: no<\/li>\n<li>Online chat: no<\/li>\n<\/ul>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Alpaca-LoRA-PTBR<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name:\u00a0<a href=\"https:\/\/huggingface.co\/dominguesm\/alpaca-lora-ptbr-7b\"> Alpaca-LoRA-PTBR <\/a><\/li>\n<li>Release date: Mar 18, 2023<\/li>\n<li>License: Creative Commons Attribution 4.0<\/li>\n<li>Size: 7B<\/li>\n<li>Base model: Llama 1<\/li>\n<li>Knowledge cutoff date: September 2022 or later<\/li>\n<li>Team:\u00a0<a href=\"https:\/\/github.com\/DominguesM\">Maicon Domingues<\/a><\/li>\n<li>Training data: <a href=\"https:\/\/github.com\/tatsu-lab\/stanford_alpaca\">Stanford Alpaca (automatically translated)<\/a><\/li>\n<li>Language variety: Brazilian Portuguese<\/li>\n<li>Model ID: <code>alpaca-lora-ptbr-7b<\/code><\/li>\n<li>Weight availability:<a href=\"https:\/\/huggingface.co\/dominguesm\/alpaca-lora-ptbr-7b\"> yes<\/a><\/li>\n<li>Associated API: no<\/li>\n<li>Online chat: no<\/li>\n<\/ul>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Amadeus-Verbo<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li style=\"list-style-type: none;\">\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: Amadeus-Verbo<\/li>\n<li>Release date: Jun 3, 2025<\/li>\n<li>License: apache-2.0<\/li>\n<li>Team:\u00a0<a href=\"https:\/\/www.linkedin.com\/company\/amadeus-ai\/?originalSubdomain=br\">Amadeus AI<\/a><\/li>\n<li>Language variety: Brazilian Portuguese<\/li>\n<li>Associated API: no<\/li>\n<li>Online chat: no<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Amadeus-Verbo BI<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li style=\"list-style-type: none;\">\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: Amadeus-Verbo BI<\/li>\n<li>Base model: Qwen2.5 Base<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Amadeus-Verbo-BI-Qwen-2.5-14B-PT-BR-Instruct-Experimental<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name:\u00a0<a href=\"https:\/\/huggingface.co\/amadeusai\/Amadeus-Verbo-BI-Qwen-2.5-14B-PT-BR-Instruct-Experimental\"> Amadeus-Verbo-BI-Qwen-2.5-14B-PT-BR-Instruct-Experimental <\/a><\/li>\n<li>Size: 15B<\/li>\n<li>Knowledge cutoff date: \u2014<\/li>\n<li>Training data: \u2014<\/li>\n<li>Model ID: <code>amadeusai\/Amadeus-Verbo-BI-Qwen-2.5-14B-PT-BR-Instruct-Experimental<\/code><\/li>\n<li>Weight availability: <a href=\"https:\/\/huggingface.co\/amadeusai\/Amadeus-Verbo-BI-Qwen-2.5-14B-PT-BR-Instruct-Experimental\">yes<\/a><\/li>\n<\/ul>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Amadeus-Verbo-BI-Qwen-2.5-1.5B-PT-BR-Instruct-Experimental<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name:\u00a0<a href=\"https:\/\/huggingface.co\/amadeusai\/Amadeus-Verbo-BI-Qwen-2.5-1.5B-PT-BR-Instruct-Experimental\"> Amadeus-Verbo-BI-Qwen-2.5-1.5B-PT-BR-Instruct-Experimental<\/a><\/li>\n<li>Size: 2B<\/li>\n<li>Knowledge cutoff date: \u2014<\/li>\n<li>Training data: \u2014<\/li>\n<li>Model ID: <code>amadeusai\/Amadeus-Verbo-BI-Qwen-2.5-1.5B-PT-BR-Instruct-Experimental<\/code><\/li>\n<li>Weight availability: <a href=\"https:\/\/huggingface.co\/amadeusai\/Amadeus-Verbo-BI-Qwen-2.5-1.5B-PT-BR-Instruct-Experimental\">yes<\/a><\/li>\n<\/ul>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Amadeus-Verbo-BI-Qwen-2.5-32B-PT-BR-Instruct-Experimental<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: <a href=\"https:\/\/huggingface.co\/amadeusai\/Amadeus-Verbo-BI-Qwen-2.5-32B-PT-BR-Instruct-Experimental\">Amadeus-Verbo-BI-Qwen-2.5-32B-PT-BR-Instruct-Experimental <\/a><\/li>\n<li>Size: 33B<\/li>\n<li>Knowledge cutoff date: \u2014<\/li>\n<li>Training data: \u2014<\/li>\n<li>Model ID: <code>amadeusai\/Amadeus-Verbo-BI-Qwen-2.5-32B-PT-BR-Instruct-Experimental<\/code><\/li>\n<li>Weight availability: <a href=\"https:\/\/huggingface.co\/amadeusai\/Amadeus-Verbo-BI-Qwen-2.5-32B-PT-BR-Instruct-Experimental\">yes<\/a><\/li>\n<\/ul>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Amadeus-Verbo-BI-Qwen-2.5-3B-PT-BR-Instruct-Experimental<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: <a href=\"https:\/\/huggingface.co\/amadeusai\/Amadeus-Verbo-BI-Qwen-2.5-3B-PT-BR-Instruct-Experimental\">Amadeus-Verbo-BI-Qwen-2.5-3B-PT-BR-Instruct-Experimental <\/a><\/li>\n<li>Size: 3B<\/li>\n<li>Knowledge cutoff date: \u2014<\/li>\n<li>Training data: \u2014<\/li>\n<li>Model ID: <code>amadeusai\/Amadeus-Verbo-BI-Qwen-2.5-3B-PT-BR-Instruct-Experimental<\/code><\/li>\n<li>Weight availability: <a href=\"https:\/\/huggingface.co\/amadeusai\/Amadeus-Verbo-BI-Qwen-2.5-3B-PT-BR-Instruct-Experimental\">yes<\/a><\/li>\n<\/ul>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Amadeus-Verbo-BI-Qwen-2.5-72B-PT-BR-Instruct-Experimental<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: <a href=\"https:\/\/huggingface.co\/amadeusai\/Amadeus-Verbo-BI-Qwen-2.5-72B-PT-BR-Instruct-Experimental\">Amadeus-Verbo-BI-Qwen-2.5-72B-PT-BR-Instruct-Experimental <\/a><\/li>\n<li>Size: 73B<\/li>\n<li>Knowledge cutoff date: \u2014<\/li>\n<li>Training data: \u2014<\/li>\n<li>Model ID: <code>amadeusai\/Amadeus-Verbo-BI-Qwen-2.5-72B-PT-BR-Instruct-Experimental<\/code><\/li>\n<li>Weight availability: <a href=\"https:\/\/huggingface.co\/amadeusai\/Amadeus-Verbo-BI-Qwen-2.5-72B-PT-BR-Instruct-Experimental\">yes<\/a><\/li>\n<\/ul>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Amadeus-Verbo-BI-Qwen-2.5-7B-PT-BR-Instruct-Experimental<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: <a href=\"https:\/\/huggingface.co\/amadeusai\/Amadeus-Verbo-BI-Qwen-2.5-7B-PT-BR-Instruct-Experimental\">Amadeus-Verbo-BI-Qwen-2.5-7B-PT-BR-Instruct-Experimental <\/a><\/li>\n<li>Size: 8B<\/li>\n<li>Knowledge cutoff date: \u2014<\/li>\n<li>Training data: \u2014<\/li>\n<li>Model ID: <code>amadeusai\/Amadeus-Verbo-BI-Qwen-2.5-7B-PT-BR-Instruct-Experimental<\/code><\/li>\n<li>Weight availability: <a href=\"https:\/\/huggingface.co\/amadeusai\/Amadeus-Verbo-BI-Qwen-2.5-7B-PT-BR-Instruct-Experimental\">yes<\/a><\/li>\n<\/ul>\n<\/details>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Amadeus-Verbo FI<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li style=\"list-style-type: none;\">\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: Amadeus-Verbo FI<\/li>\n<li>Base model: Qwen2.5-7B-Instruct<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Amadeus-Verbo-FI-Qwen2.5-14B-PT-BR-Instruct<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: <a href=\"https:\/\/huggingface.co\/amadeusai\/Amadeus-Verbo-FI-Qwen2.5-14B-PT-BR-Instruct\">Amadeus-Verbo-FI-Qwen2.5-14B-PT-BR-Instruct <\/a><\/li>\n<li>Size: 15B<\/li>\n<li>Knowledge cutoff date: \u2014<\/li>\n<li>Training data: \u2014<\/li>\n<li>Model ID: <code>amadeusai\/Amadeus-Verbo-FI-Qwen2.5-14B-PT-BR-Instruct<\/code><\/li>\n<li>Weight availability: <a href=\"https:\/\/huggingface.co\/amadeusai\/Amadeus-Verbo-FI-Qwen2.5-14B-PT-BR-Instruct\">yes<\/a><\/li>\n<\/ul>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Amadeus-Verbo-FI-Qwen2.5-1.5B-PT-BR-Instruct<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: <a href=\"https:\/\/huggingface.co\/amadeusai\/Amadeus-Verbo-FI-Qwen2.5-1.5B-PT-BR-Instruct\">Amadeus-Verbo-FI-Qwen2.5-1.5B-PT-BR-Instruct <\/a><\/li>\n<li>Size: 2B<\/li>\n<li>Knowledge cutoff date: \u2014<\/li>\n<li>Training data: \u2014<\/li>\n<li>Model ID: <code>amadeusai\/Amadeus-Verbo-FI-Qwen2.5-1.5B-PT-BR-Instruct<\/code><\/li>\n<li>Weight availability: <a href=\"https:\/\/huggingface.co\/amadeusai\/Amadeus-Verbo-FI-Qwen2.5-1.5B-PT-BR-Instruct\">yes<\/a><\/li>\n<\/ul>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Amadeus-Verbo-FI-Qwen2.5-32B-PT-BR-Instruct<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: <a href=\"https:\/\/huggingface.co\/amadeusai\/Amadeus-Verbo-FI-Qwen2.5-32B-PT-BR-Instruct\">Amadeus-Verbo-FI-Qwen2.5-32B-PT-BR-Instruct <\/a><\/li>\n<li>Size: 33B<\/li>\n<li>Knowledge cutoff date: \u2014<\/li>\n<li>Training data: \u2014<\/li>\n<li>Model ID: <code>amadeusai\/Amadeus-Verbo-FI-Qwen2.5-32B-PT-BR-Instruct<\/code><\/li>\n<li>Weight availability: <a href=\"https:\/\/huggingface.co\/amadeusai\/Amadeus-Verbo-FI-Qwen2.5-32B-PT-BR-Instruct\">yes<\/a><\/li>\n<\/ul>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Amadeus-Verbo-FI-Qwen2.5-3B-PT-BR-Instruct<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: <a href=\"https:\/\/huggingface.co\/amadeusai\/Amadeus-Verbo-FI-Qwen2.5-3B-PT-BR-Instruct\">Amadeus-Verbo-FI-Qwen2.5-3B-PT-BR-Instruct <\/a><\/li>\n<li>Size: 3B<\/li>\n<li>Knowledge cutoff date: \u2014<\/li>\n<li>Training data: \u2014<\/li>\n<li>Model ID: <code>amadeusai\/Amadeus-Verbo-FI-Qwen2.5-3B-PT-BR-Instruct<\/code><\/li>\n<li>Weight availability: <a href=\"https:\/\/huggingface.co\/amadeusai\/Amadeus-Verbo-FI-Qwen2.5-3B-PT-BR-Instruct\">yes<\/a><\/li>\n<\/ul>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Amadeus-Verbo-FI-Qwen2.5-72B-PT-BR-Instruct<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: <a href=\"https:\/\/huggingface.co\/amadeusai\/Amadeus-Verbo-FI-Qwen2.5-72B-PT-BR-Instruct\">Amadeus-Verbo-FI-Qwen2.5-72B-PT-BR-Instruct <\/a><\/li>\n<li>Size: 73B<\/li>\n<li>Knowledge cutoff date: \u2014<\/li>\n<li>Training data: \u2014<\/li>\n<li>Model ID: <code>amadeusai\/Amadeus-Verbo-FI-Qwen2.5-72B-PT-BR-Instruct<\/code><\/li>\n<li>Weight availability: <a href=\"https:\/\/huggingface.co\/amadeusai\/Amadeus-Verbo-FI-Qwen2.5-72B-PT-BR-Instruct\">yes<\/a><\/li>\n<\/ul>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Amadeus-Verbo-FI-Qwen2.5-7B-PT-BR-Instruct<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: <a href=\"https:\/\/huggingface.co\/amadeusai\/Amadeus-Verbo-FI-Qwen2.5-7B-PT-BR-Instruct\">Amadeus-Verbo-FI-Qwen2.5-7B-PT-BR-Instruct <\/a><\/li>\n<li>Size: 8B<\/li>\n<li>Knowledge cutoff date: \u2014<\/li>\n<li>Training data: \u2014<\/li>\n<li>Model ID: <code>amadeusai\/Amadeus-Verbo-FI-Qwen2.5-7B-PT-BR-Instruct<\/code><\/li>\n<li>Weight availability: <a href=\"https:\/\/huggingface.co\/amadeusai\/Amadeus-Verbo-FI-Qwen2.5-7B-PT-BR-Instruct\">yes<\/a><\/li>\n<\/ul>\n<\/details>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Amadeus-Verbo MI<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li style=\"list-style-type: none;\">\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: Amadeus-Verbo MI<\/li>\n<li>Base model: Qwen2.5 Instruct<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Amadeus-Verbo-MI-Qwen-2.5-14B-PT-BR-Instruct-Experimental<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: <a href=\"https:\/\/huggingface.co\/amadeusai\/Amadeus-Verbo-MI-Qwen-2.5-14B-PT-BR-Instruct-Experimental\">Amadeus-Verbo-MI-Qwen-2.5-14B-PT-BR-Instruct-Experimental <\/a><\/li>\n<li>Size: 15B<\/li>\n<li>Knowledge cutoff date: \u2014<\/li>\n<li>Training data: \u2014<\/li>\n<li>Model ID: <code>amadeusai\/Amadeus-Verbo-MI-Qwen-2.5-14B-PT-BR-Instruct-Experimental<\/code><\/li>\n<li>Weight availability: <a href=\"https:\/\/huggingface.co\/amadeusai\/Amadeus-Verbo-MI-Qwen-2.5-14B-PT-BR-Instruct-Experimental\">yes<\/a><\/li>\n<\/ul>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Amadeus-Verbo-MI-Qwen-2.5-1.5B-PT-BR-Instruct-Experimental<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: <a href=\"https:\/\/huggingface.co\/amadeusai\/Amadeus-Verbo-MI-Qwen-2.5-1.5B-PT-BR-Instruct-Experimental\">Amadeus-Verbo-MI-Qwen-2.5-1.5B-PT-BR-Instruct-Experimental <\/a><\/li>\n<li>Size: 2B<\/li>\n<li>Knowledge cutoff date: \u2014<\/li>\n<li>Training data: \u2014<\/li>\n<li>Model ID: <code>amadeusai\/Amadeus-Verbo-MI-Qwen-2.5-1.5B-PT-BR-Instruct-Experimental<\/code><\/li>\n<li>Weight availability: <a href=\"https:\/\/huggingface.co\/amadeusai\/Amadeus-Verbo-MI-Qwen-2.5-1.5B-PT-BR-Instruct-Experimental\">yes<\/a><\/li>\n<\/ul>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Amadeus-Verbo-MI-Qwen-2.5-32B-PT-BR-Instruct-Experimental<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: <a href=\"https:\/\/huggingface.co\/amadeusai\/Amadeus-Verbo-MI-Qwen-2.5-32B-PT-BR-Instruct-Experimental\">Amadeus-Verbo-MI-Qwen-2.5-32B-PT-BR-Instruct-Experimental <\/a><\/li>\n<li>Size: 33B<\/li>\n<li>Knowledge cutoff date: \u2014<\/li>\n<li>Training data: \u2014<\/li>\n<li>Model ID: <code>amadeusai\/Amadeus-Verbo-MI-Qwen-2.5-32B-PT-BR-Instruct-Experimental<\/code><\/li>\n<li>Weight availability: <a href=\"https:\/\/huggingface.co\/amadeusai\/Amadeus-Verbo-MI-Qwen-2.5-32B-PT-BR-Instruct-Experimental\">yes<\/a><\/li>\n<\/ul>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Amadeus-Verbo-MI-Qwen-2.5-3B-PT-BR-Instruct-Experimental<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: <a href=\"https:\/\/huggingface.co\/amadeusai\/Amadeus-Verbo-MI-Qwen-2.5-3B-PT-BR-Instruct-Experimental\">Amadeus-Verbo-MI-Qwen-2.5-3B-PT-BR-Instruct-Experimental <\/a><\/li>\n<li>Size: 3B<\/li>\n<li>Knowledge cutoff date: \u2014<\/li>\n<li>Training data: \u2014<\/li>\n<li>Model ID: <code>amadeusai\/Amadeus-Verbo-MI-Qwen-2.5-3B-PT-BR-Instruct-Experimental<\/code><\/li>\n<li>Weight availability: <a href=\"https:\/\/huggingface.co\/amadeusai\/Amadeus-Verbo-MI-Qwen-2.5-3B-PT-BR-Instruct-Experimental\">yes<\/a><\/li>\n<\/ul>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Amadeus-Verbo-MI-Qwen-2.5-72B-PT-BR-Instruct-Experimental<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: <a href=\"https:\/\/huggingface.co\/amadeusai\/Amadeus-Verbo-MI-Qwen-2.5-72B-PT-BR-Instruct-Experimental\">Amadeus-Verbo-MI-Qwen-2.5-72B-PT-BR-Instruct-Experimental <\/a><\/li>\n<li>Size: 73B<\/li>\n<li>Knowledge cutoff date: \u2014<\/li>\n<li>Training data: \u2014<\/li>\n<li>Model ID: <code>amadeusai\/Amadeus-Verbo-MI-Qwen-2.5-72B-PT-BR-Instruct-Experimental<\/code><\/li>\n<li>Weight availability: <a href=\"https:\/\/huggingface.co\/amadeusai\/Amadeus-Verbo-MI-Qwen-2.5-72B-PT-BR-Instruct-Experimental\">yes<\/a><\/li>\n<\/ul>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Amadeus-Verbo-MI-Qwen-2.5-7B-PT-BR-Instruct-Experimental<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: <a href=\"https:\/\/huggingface.co\/amadeusai\/Amadeus-Verbo-MI-Qwen-2.5-7B-PT-BR-Instruct-Experimental\">Amadeus-Verbo-MI-Qwen-2.5-7B-PT-BR-Instruct-Experimental <\/a><\/li>\n<li>Size: 8B<\/li>\n<li>Knowledge cutoff date: \u2014<\/li>\n<li>Training data: \u2014<\/li>\n<li>Model ID: <code>amadeusai\/Amadeus-Verbo-MI-Qwen-2.5-7B-PT-BR-Instruct-Experimental<\/code><\/li>\n<li>Weight availability: <a href=\"https:\/\/huggingface.co\/amadeusai\/Amadeus-Verbo-MI-Qwen-2.5-7B-PT-BR-Instruct-Experimental\">yes<\/a><\/li>\n<\/ul>\n<\/details>\n<\/details>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Amaz\u00f4nia IA<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: <a href=\"https:\/\/amazoniaia.com.br\/\">Amaz\u00f4nia IA <\/a><\/li>\n<li>Release date: Aug 5, 2024<\/li>\n<li>License: proprietary<\/li>\n<li>Size: \u2014<\/li>\n<li>Base model: \u2014<\/li>\n<li>Knowledge cutoff date: \u2014<\/li>\n<li>Team:\n<ul>\n<li><a href=\"https:\/\/www.widelabs.com.br\/\">Widelabs<\/a><\/li>\n<li><a href=\"https:\/\/www.oracle.com\/\">Oracle<\/a><\/li>\n<li><a href=\"https:\/\/www.nvidia.com\/\">NVIDIA<\/a><\/li>\n<\/ul>\n<\/li>\n<li>Training data: \u2014<\/li>\n<li>Language variety: Brazilian Portuguese<\/li>\n<li>Model ID: \u2014<\/li>\n<li>Weight availability: no<\/li>\n<li>Associated API: pending<\/li>\n<li>Online chat: <a href=\"https:\/\/plataforma.amazoniaia.com.br\/\">yes<\/a><\/li>\n<\/ul>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Am\u00e1lia<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: <a href=\"https:\/\/www.portugal.gov.pt\/pt\/gc24\/comunicacao\/noticia?i=modelo-de-linguagem-em-grande-escala-para-a-lingua-portuguesa\">Am\u00e1lia <\/a><\/li>\n<li>Release date: future<\/li>\n<li>License: \u2014<\/li>\n<li>Size: 9B<\/li>\n<li>Base model: \u2014<\/li>\n<li>Knowledge cutoff date: \u2014<\/li>\n<li>Team:\n<ul>\n<li><a href=\"https:\/\/www.base.gov.pt\/Base4\/pt\/resultados\/?type=doc_documentos&amp;id=2233342&amp;ext=.pdf\">Governo de Portugal<\/a><\/li>\n<li><a href=\"https:\/\/www.fct.unl.pt\/\">NOVA FCT<\/a><\/li>\n<li><a href=\"https:\/\/tecnico.ulisboa.pt\/pt\/\">IST-UL<\/a><\/li>\n<\/ul>\n<\/li>\n<li>Training data: \u2014<\/li>\n<li>Language variety: European Portuguese<\/li>\n<li>Model ID: \u2014<\/li>\n<li>Weight availability: pending<\/li>\n<li>Associated API: pending<\/li>\n<li>Online chat: no<\/li>\n<\/ul>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Boana 7B Instruct<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: <a href=\"https:\/\/huggingface.co\/lrds-code\/boana-7b-instruct\">Boana 7B Instruct <\/a><\/li>\n<li>Release date: Jan 23, 2024<\/li>\n<li>License: Academic Free License v3.0<\/li>\n<li>Size: 7B<\/li>\n<li>Base model: LLaMA 2 7B<\/li>\n<li>Knowledge cutoff date: \u2014<\/li>\n<li>Team:\u00a0<a href=\"https:\/\/huggingface.co\/lrds-code\">Leonardo Rodrigues<\/a><\/li>\n<li>Training data: \u2014<\/li>\n<li>Language variety: Brazilian Portuguese<\/li>\n<li>Model ID: <code>boana-7b-instruct<\/code><\/li>\n<li>Weight availability: <a href=\"https:\/\/huggingface.co\/lrds-code\/boana-7b-instruct\">yes<\/a><\/li>\n<li>Associated API: no<\/li>\n<li>Online chat: no<\/li>\n<\/ul>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Bode<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li style=\"list-style-type: none;\">\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name:<a href=\"https:\/\/arxiv.org\/abs\/2401.02909\"> Bode <\/a><\/li>\n<li>Release date: Oct 11, 2023<\/li>\n<li>License: MIT<\/li>\n<li>Base model: Llama 2<\/li>\n<li>Knowledge cutoff date: July 2023or later<\/li>\n<li>Team:\u00a0<a href=\"https:\/\/www.recogna.tech\/\">Recogna<\/a><\/li>\n<li>Training data:\u00a0<a href=\"https:\/\/www.tensorflow.org\/datasets\/catalog\/c4#c4multilingual\">Portuguese-language subset of mC4<\/a><\/li>\n<li>Language variety: Brazilian Portuguese<\/li>\n<li>Weight availability: <a href=\"https:\/\/huggingface.co\/collections\/recogna-nlp\/bode-llm-em-portugues-65b97aa411162bf34f8da221\">yes<\/a><\/li>\n<li>Associated API: no<\/li>\n<li>Online chat: no<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Bode 7B<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: Bode 7B<\/li>\n<li>Size: 7B<\/li>\n<li>Model ID: <code>bode-7b-alpaca-pt-br<\/code><\/li>\n<\/ul>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Bode 13B<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: Bode 13B<\/li>\n<li>Size: 13B<\/li>\n<li>Model ID: <code>bode-13b-alpaca-pt-br<\/code><\/li>\n<\/ul>\n<\/details>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Boto<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: <a href=\"https:\/\/huggingface.co\/lucianosb\/boto-9B\">Boto <\/a><\/li>\n<li>Release date: Jul 11, 2024<\/li>\n<li>License: Apache 2.0<\/li>\n<li>Size: 9B<\/li>\n<li>Base model: Gemma2-9B<\/li>\n<li>Knowledge cutoff date: April 2024or later<\/li>\n<li>Team:\u00a0<a href=\"https:\/\/www.linkedin.com\/in\/lucianosb\">Luciano Santa Br\u00edgida<\/a><\/li>\n<li>Training data:\n<ul>\n<li><a href=\"https:\/\/huggingface.co\/datasets\/lucianosb\/cetacean-ptbr\">Open-Orca (translated to Portuguese)<\/a><\/li>\n<li><a href=\"https:\/\/huggingface.co\/datasets\/lucianosb\/cetacean-ptbr\">Dolphin (translated to Portuguese)<\/a><\/li>\n<\/ul>\n<\/li>\n<li>Language variety: Brazilian Portuguese<\/li>\n<li>Model ID: <code>lucianosb\/boto-9B<\/code><\/li>\n<li>Weight availability: <a href=\"https:\/\/huggingface.co\/lucianosb\/boto-9B\/tree\/main\">yes<\/a><\/li>\n<li>Associated API: no<\/li>\n<li>Online chat: no<\/li>\n<\/ul>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Cabra<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li style=\"list-style-type: none;\">\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: Cabra<\/li>\n<li>Team:\u00a0<a href=\"https:\/\/www.botbot.bot\/\">BotBot.AI<\/a><\/li>\n<li>Language variety: Brazilian Portuguese<\/li>\n<li>Associated API: no<\/li>\n<li>Online chat: no<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Cabra 13B<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: <a href=\"https:\/\/huggingface.co\/botbotrobotics\/cabra13b\">Cabra 13B <\/a><\/li>\n<li>Release date: August 2023<\/li>\n<li>License: Llama 2 Community License<\/li>\n<li>Size: 13B<\/li>\n<li>Base model: Llama 2 13B<\/li>\n<li>Knowledge cutoff date: August 2023or earlier<\/li>\n<li>Training data:\u00a0<a href=\"https:\/\/huggingface.co\/datasets\/botbotrobotics\/PortugueseDolly\">PortugueseDolly<\/a><\/li>\n<li>Model ID: <code>cabra13b<\/code><\/li>\n<li>Weight availability: <a href=\"https:\/\/huggingface.co\/botbotrobotics\/cabra13b\">yes<\/a><\/li>\n<\/ul>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Cabra 72B<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: <a href=\"https:\/\/huggingface.co\/botbotrobotics\/Cabra-72b\">Cabra 72B <\/a><\/li>\n<li>Release date: Jun 20, 2024<\/li>\n<li>License: Qwen 1.5 License<\/li>\n<li>Size: 72B<\/li>\n<li>Base model: Qwen 1.5 72B<\/li>\n<li>Knowledge cutoff date: Jun 20, 2024or earlier<\/li>\n<li>Training data: Cabra 30k (internal dataset)<\/li>\n<li>Model ID: <code>Cabra-72b<\/code><\/li>\n<li>Weight availability: <a href=\"https:\/\/huggingface.co\/botbotrobotics\/Cabra-72b\">yes<\/a><\/li>\n<\/ul>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Cabra (Llama 2 7B)<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: <a href=\"https:\/\/huggingface.co\/botbotrobotics\/Cabra\">Cabra (Llama 2 7B) <\/a><\/li>\n<li>Release date: August 2023<\/li>\n<li>License: Llama 2 Community License<\/li>\n<li>Size: 7B<\/li>\n<li>Base model: Llama 2 7B<\/li>\n<li>Knowledge cutoff date: August 2023or earlier<\/li>\n<li>Training data:\u00a0<a href=\"https:\/\/huggingface.co\/datasets\/botbotrobotics\/PortugueseDolly\">PortugueseDolly<\/a><\/li>\n<li>Model ID: <code>Cabra<\/code><\/li>\n<li>Weight availability: <a href=\"https:\/\/huggingface.co\/botbotrobotics\/Cabra\">yes<\/a><\/li>\n<\/ul>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Cabra Llama 3 70B<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: <a href=\"https:\/\/huggingface.co\/botbotrobotics\/CabraLlama3-70b\">Cabra Llama 3 70B <\/a><\/li>\n<li>Release date: Jun 20, 2024<\/li>\n<li>License: Llama 3 Community License<\/li>\n<li>Size: 70B<\/li>\n<li>Base model: Meta Llama 3<\/li>\n<li>Knowledge cutoff date: Jun 20, 2024or earlier<\/li>\n<li>Training data: Cabra 30k (internal dataset)<\/li>\n<li>Model ID: <code>CabraLlama3-70b<\/code><\/li>\n<li>Weight availability: <a href=\"https:\/\/huggingface.co\/botbotrobotics\/CabraLlama3-70b\">yes<\/a><\/li>\n<\/ul>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Cabra Llama 3 8B<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: <a href=\"https:\/\/huggingface.co\/botbotrobotics\/CabraLlama3-8b\">Cabra Llama 3 8B <\/a><\/li>\n<li>Release date: Jun 20, 2024<\/li>\n<li>License: Llama 3 Community License<\/li>\n<li>Size: 8B<\/li>\n<li>Base model: Meta Llama 3<\/li>\n<li>Knowledge cutoff date: Jun 20, 2024or earlier<\/li>\n<li>Training data: Cabra 30k (internal dataset)<\/li>\n<li>Model ID: <code>CabraLlama3-8b<\/code><\/li>\n<li>Weight availability: <a href=\"https:\/\/huggingface.co\/botbotrobotics\/CabraLlama3-8b\">yes<\/a><\/li>\n<\/ul>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Cabra Mistral 7B<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: <a href=\"https:\/\/huggingface.co\/botbotrobotics\/CabraMistral7b\">Cabra Mistral 7B <\/a><\/li>\n<li>Release date: July 2024<\/li>\n<li>License: Research only &#8211; non commercial use<\/li>\n<li>Size: 7B<\/li>\n<li>Base model: Mistral 7B Instruct 0.2<\/li>\n<li>Knowledge cutoff date: July 2024or earlier<\/li>\n<li>Training data: Cabra 10k (internal dataset)<\/li>\n<li>Model ID: <code>CabraMistral7b<\/code><\/li>\n<li>Weight availability: <a href=\"https:\/\/huggingface.co\/botbotrobotics\/CabraMistral7b\">yes<\/a><\/li>\n<\/ul>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Cabra Mistral v3 7B 32k<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: <a href=\"https:\/\/huggingface.co\/botbotrobotics\/CabraMistral-v3-7b-32k\">Cabra Mistral v3 7B 32k <\/a><\/li>\n<li>Release date: May 2024<\/li>\n<li>License: Research only &#8211; non commercial use<\/li>\n<li>Size: 7B<\/li>\n<li>Base model: Mistral 7B Instruct 0.3<\/li>\n<li>Knowledge cutoff date: May 2024or earlier<\/li>\n<li>Training data: Cabra 12k (internal dataset)<\/li>\n<li>Model ID: <code>CabraMistral-v3-7b-32k<\/code><\/li>\n<li>Weight availability: <a href=\"https:\/\/huggingface.co\/botbotrobotics\/CabraMistral-v3-7b-32k\">yes<\/a><\/li>\n<\/ul>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Cabra Mixtral 8x7B<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: <a href=\"https:\/\/huggingface.co\/botbotrobotics\/CabraMixtral-8x7b\">Cabra Mixtral 8x7B <\/a><\/li>\n<li>Release date: July 2024<\/li>\n<li>License: Research only &#8211; non commercial use<\/li>\n<li>Size: 47B<\/li>\n<li>Base model: Mistral 8x7B<\/li>\n<li>Knowledge cutoff date: July 2024or earlier<\/li>\n<li>Training data: Cabra 30k (internal dataset)<\/li>\n<li>Model ID: <code>CabraMixtral-8x7b<\/code><\/li>\n<li>Weight availability: <a href=\"https:\/\/huggingface.co\/botbotrobotics\/CabraMixtral-8x7b\">yes<\/a><\/li>\n<\/ul>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Cabra Qwen 14B<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: <a href=\"https:\/\/huggingface.co\/botbotrobotics\/CabraQwen14b\">Cabra Qwen 14B <\/a><\/li>\n<li>Release date: March 2024<\/li>\n<li>License: Qwen 1.5 License<\/li>\n<li>Size: 14B<\/li>\n<li>Base model: Qwen 1.5 14B<\/li>\n<li>Knowledge cutoff date: March 2024or earlier<\/li>\n<li>Training data: Cabra 10k (internal dataset)<\/li>\n<li>Model ID: <code>CabraQwen14b<\/code><\/li>\n<li>Weight availability: <a href=\"https:\/\/huggingface.co\/botbotrobotics\/CabraQwen14b\">yes<\/a><\/li>\n<\/ul>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Cabra Qwen 7B<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: <a href=\"https:\/\/huggingface.co\/botbotrobotics\/CabraQwen7b\">Cabra Qwen 7B <\/a><\/li>\n<li>Release date: March 2024<\/li>\n<li>License: Qwen 1.5 License<\/li>\n<li>Size: 7B<\/li>\n<li>Base model: Qwen 1.5 7B<\/li>\n<li>Knowledge cutoff date: March 2024or earlier<\/li>\n<li>Training data: Cabra 10k (internal dataset)<\/li>\n<li>Model ID: <code>CabraQwen7b<\/code><\/li>\n<li>Weight availability: <a href=\"https:\/\/huggingface.co\/botbotrobotics\/CabraQwen7b\">yes<\/a><\/li>\n<\/ul>\n<\/details>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Canarim<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li style=\"list-style-type: none;\">\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: Canarim<\/li>\n<li>Release date: Nov 17, 2023<\/li>\n<li>License: Llama 2 Community License<\/li>\n<li>Size: 7B<\/li>\n<li>Base model: Llama 2<\/li>\n<li>Knowledge cutoff date: July 2023or later<\/li>\n<li>Team:\u00a0<a href=\"https:\/\/github.com\/DominguesM\">Maicon Domingues<\/a><\/li>\n<li>Language variety: Brazilian Portuguese<\/li>\n<li>Associated API: no<\/li>\n<li>Online chat: no<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Canarim Instruct<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: <a href=\"https:\/\/nlp.rocks\/projects\/canarim-7b-instruct\">Canarim Instruct <\/a><\/li>\n<li>Training data:\u00a0<a href=\"https:\/\/data.commoncrawl.org\/crawl-data\/CC-MAIN-2023-23\/index.html\">CC-MAIN-2023-23<\/a><\/li>\n<li>Model ID: <code>Canarim-7B-Instruct<\/code><\/li>\n<li>Weight availability: <a href=\"https:\/\/huggingface.co\/dominguesm\/Canarim-7B-Instruct\">yes<\/a><\/li>\n<\/ul>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Canarim VestibulAide<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: <a href=\"https:\/\/nlp.rocks\/projects\/canarim-7b-vestibulaide\">Canarim VestibulAide <\/a><\/li>\n<li>Training data:\u00a0<a href=\"https:\/\/nlp.rocks\/projects\/canarim-7b-vestibulaide\">Provas de vestibulares<\/a><\/li>\n<li>Model ID: <code>Canarim-7B-VestibulAide<\/code><\/li>\n<li>Weight availability: <a href=\"https:\/\/huggingface.co\/dominguesm\/canarim-7b-vestibulaide\">yes<\/a><\/li>\n<\/ul>\n<\/details>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Caramelo<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: <a href=\"https:\/\/huggingface.co\/Bruno\/Caramelo_7B\">Caramelo <\/a><\/li>\n<li>Release date: Jun 9, 2023<\/li>\n<li>License: Apache 2.0<\/li>\n<li>Size: 7B<\/li>\n<li>Base model: Falcon-7B<\/li>\n<li>Knowledge cutoff date: June 2023or later<\/li>\n<li>Team:\u00a0<a href=\"https:\/\/github.com\/brunotech\">Bruno Henrique<\/a><\/li>\n<li>Training data:\u00a0<a href=\"https:\/\/github.com\/gururise\/AlpacaDataCleaned\">Cleaned Alpaca (automatically translated)<\/a><\/li>\n<li>Language variety: Brazilian Portuguese<\/li>\n<li>Model ID: <code>Bruno\/Caramelo_7B<\/code><\/li>\n<li>Weight availability: <a href=\"https:\/\/huggingface.co\/Bruno\/Caramelo_7B\/tree\/main\">yes<\/a><\/li>\n<li>Associated API: no<\/li>\n<li>Online chat: no<\/li>\n<\/ul>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Carvalho<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li style=\"list-style-type: none;\">\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: <a href=\"https:\/\/doi.org\/10.1007\/978-3-031-73503-5_24\">Carvalho <\/a><\/li>\n<li>License: Llama 3.1 Community License<\/li>\n<li>Team:\n<ul>\n<li><a href=\"https:\/\/citius.gal\/\">CiTIUS<\/a><\/li>\n<li><a href=\"https:\/\/ilg.usc.gal\/\">ILG-USC<\/a><\/li>\n<\/ul>\n<\/li>\n<li>Training data:\n<ul>\n<li><a href=\"https:\/\/github.com\/proxectonos\/corpora\">CorpusNOS<\/a><\/li>\n<li><a href=\"http:\/\/arquivo.pt\/\">Arquivo.pt<\/a><\/li>\n<\/ul>\n<\/li>\n<li>Language varieties: Galician+European Portuguese<\/li>\n<li>Weight availability: <a href=\"https:\/\/huggingface.co\/collections\/Nos-PT\/carvalho-family-67e423bf209c732396377b61\">yes<\/a><\/li>\n<li>Associated API: no<\/li>\n<li>Online chat: no<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Carvalho_pt-gl-1.3B<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: Carvalho_pt-gl-1.3B<\/li>\n<li>Release date: March 2024<\/li>\n<li>Size: 1.3B<\/li>\n<li>Base model: Cerebras-GPT<\/li>\n<li>Knowledge cutoff date: \u2014<\/li>\n<li>Model ID: <code>Carvalho_pt-gl-1.3B<\/code><\/li>\n<\/ul>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Llama-Carvalho-GL<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: Llama-Carvalho-GL<\/li>\n<li>Release date: March 2025<\/li>\n<li>Size: 8B<\/li>\n<li>Base model: Llama 3.1<\/li>\n<li>Knowledge cutoff date: \u2014<\/li>\n<li>Model ID: <code>Llama-Carvalho-GL<\/code><\/li>\n<\/ul>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Llama-Carvalho-PT<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: Llama-Carvalho-PT<\/li>\n<li>Release date: January 2025<\/li>\n<li>Size: 8B<\/li>\n<li>Base model: Llama 3.1<\/li>\n<li>Knowledge cutoff date: \u2014<\/li>\n<li>Model ID: <code>Llama-Carvalho-PT<\/code><\/li>\n<\/ul>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Llama-Carvalho-PT-GL<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: Llama-Carvalho-PT-GL<\/li>\n<li>Release date: January 2025<\/li>\n<li>Size: 8B<\/li>\n<li>Base model: Llama 3.1<\/li>\n<li>Knowledge cutoff date: \u2014<\/li>\n<li>Model ID: <code>Llama-Carvalho-PT-GL<\/code><\/li>\n<\/ul>\n<\/details>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Cocoruta<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li style=\"list-style-type: none;\">\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: Cocoruta<\/li>\n<li>Team:\u00a0<a href=\"https:\/\/c4ai.inova.usp.br\/\">C4AI-USP<\/a><\/li>\n<li>Language variety: Brazilian Portuguese<\/li>\n<li>Associated API: no<\/li>\n<li>Online chat: no<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Cocoruta 1<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: <a href=\"https:\/\/doi.org\/10.1109\/IJCNN60899.2024.10650895\">Cocoruta 1 <\/a><\/li>\n<li>Release date: Oct 28, 2023<\/li>\n<li>License: Llama 2 Community License<\/li>\n<li>Size: 7B<\/li>\n<li>Base model: Llama 2<\/li>\n<li>Knowledge cutoff date: 2023<\/li>\n<li>Training data: \u2014<\/li>\n<li>Model ID: <code>cocoruta-7b<\/code><\/li>\n<li>Weight availability: <a href=\"https:\/\/huggingface.co\/felipeoes\/cocoruta-7b\">yes<\/a><\/li>\n<\/ul>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Cocoruta 2<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: <a href=\"https:\/\/huggingface.co\/felipeoes\/cocoruta-2-8b\">Cocoruta 2 <\/a><\/li>\n<li>Release date: Feb 10, 2025<\/li>\n<li>License: Llama 3.1 Community License<\/li>\n<li>Size: 8B<\/li>\n<li>Base model: Llama 3.1<\/li>\n<li>Knowledge cutoff date: 2025<\/li>\n<li>Training data: \u2014<\/li>\n<li>Model ID: <code>cororuta-2-8b<\/code><\/li>\n<li>Weight availability: <a href=\"https:\/\/huggingface.co\/felipeoes\/cocoruta-2-8b\">yes<\/a><\/li>\n<\/ul>\n<\/details>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Gaia<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: <a href=\"https:\/\/deepmind.google\/models\/gemma\/gemmaverse\/gaia\/\">Gaia <\/a><\/li>\n<li>Release date: May 2024<\/li>\n<li>License: Gemma<\/li>\n<li>Size: 4B<\/li>\n<li>Base model: Gemma 3 4B<\/li>\n<li>Knowledge cutoff date: September 2024<\/li>\n<li>Team:\u00a0<a href=\"https:\/\/ceia.ufg.br\/\">CEIA-UFG<\/a><\/li>\n<li>Training data: \u2014<\/li>\n<li>Language variety: Brazilian Portuguese<\/li>\n<li>Model ID: <code>Gemma-3-Gaia-PT-BR-4b-it<\/code><\/li>\n<li>Weight availability: <a href=\"https:\/\/huggingface.co\/CEIA-UFG\/Gemma-3-Gaia-PT-BR-4b-it\">yes<\/a><\/li>\n<li>Associated API: no<\/li>\n<li>Online chat: no<\/li>\n<\/ul>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Gerv\u00e1sio<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li style=\"list-style-type: none;\">\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: Gerv\u00e1sio<\/li>\n<li>Team:\u00a0<a href=\"https:\/\/portulanclarin.net\/\">Portulan Clarin<\/a><\/li>\n<li>Associated API: no<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Gerv\u00e1sio 7B PTBR<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: <a href=\"https:\/\/arxiv.org\/abs\/2402.18766\">Gerv\u00e1sio 7B PTBR <\/a><\/li>\n<li>Release date :Feb 28, 2024<\/li>\n<li>License: MIT<\/li>\n<li>Size: 7B<\/li>\n<li>Base model: Llama 2<\/li>\n<li>Knowledge cutoff date: \u2014<\/li>\n<li>Training data:\n<ul>\n<li><a href=\"https:\/\/gluebenchmark.com\/tasks\">GLUE<\/a><\/li>\n<li><a href=\"https:\/\/super.gluebenchmark.com\/tasks\">SuperGLUE<\/a><\/li>\n<\/ul>\n<\/li>\n<li>Language variety: Brazilian Portuguese<\/li>\n<li>Model ID: <code>gervasio-7b-portuguese-ptbr-decoder<\/code><\/li>\n<li>Weight availability: <a href=\"https:\/\/huggingface.co\/PORTULAN\/gervasio-7b-portuguese-ptbr-decoder\">yes<\/a><\/li>\n<li>Online chat: no<\/li>\n<\/ul>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Gerv\u00e1sio 8B PTPT<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: <a href=\"https:\/\/huggingface.co\/PORTULAN\/gervasio-8b-portuguese-ptpt-decoder\">Gerv\u00e1sio 8B PTPT <\/a><\/li>\n<li>Release date: Jun 11, 2025<\/li>\n<li>License: MIT<\/li>\n<li>Size: 8B<\/li>\n<li>Base model: LLaMA 3.1<\/li>\n<li>Knowledge cutoff date: \u2014<\/li>\n<li>Training data: \u2014<\/li>\n<li>Language variety: European Portuguese<\/li>\n<li>Model ID: <code>gervasio-8b-portuguese-ptpt-decoder<\/code><\/li>\n<li>Weight availability: <a href=\"https:\/\/huggingface.co\/PORTULAN\/gervasio-8b-portuguese-ptpt-decoder\/tree\/main\">yes<\/a><\/li>\n<li>Online chat: <a href=\"https:\/\/evaristo.ai\/models\/Gerv%C3%A1sio%208B%20PTPT\">yes<\/a><\/li>\n<\/ul>\n<\/details>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Gl\u00f3rIA<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: <a href=\"https:\/\/aclanthology.org\/2024.propor-1.45\/\">Gl\u00f3rIA <\/a><\/li>\n<li>Release date: Feb 26, 2024<\/li>\n<li>License: ClueWeb22 Dataset License<\/li>\n<li>Size: 1.3B<\/li>\n<li>Base model: GPT-Neo<\/li>\n<li>Knowledge cutoff date: \u2014<\/li>\n<li>Team:\u00a0<a href=\"https:\/\/www.fct.unl.pt\/\">NOVA FCT<\/a><\/li>\n<li>Training data: \u2014<\/li>\n<li>Language variety: European Portuguese<\/li>\n<li>Model ID: <code>GlorIA-1.3B<\/code><\/li>\n<li>Weight availability: <a href=\"https:\/\/huggingface.co\/NOVA-vision-language\/GlorIA-1.3B\">yes<\/a><\/li>\n<li>Associated API: no<\/li>\n<li>Online chat: no<\/li>\n<\/ul>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Juru<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: <a href=\"https:\/\/arxiv.org\/abs\/2403.18140v2\">Juru <\/a><\/li>\n<li>Release date: Jun 29, 2025<\/li>\n<li>License: \u2014<\/li>\n<li>Size: 7B<\/li>\n<li>Base model: Mistral<\/li>\n<li>Knowledge cutoff date: 2024<\/li>\n<li>Team:\u00a0<a href=\"https:\/\/huggingface.co\/roseval\">Roseval Malaquias Junior<\/a><\/li>\n<li>Training data: \u2014<\/li>\n<li>Language variety: Brazilian Portuguese<\/li>\n<li>Model ID: <code>Juru-7B<\/code><\/li>\n<li>Weight availability: <a href=\"https:\/\/huggingface.co\/roseval\/Juru-7B\">yes<\/a><\/li>\n<li>Associated API: no<\/li>\n<li>Online chat: no<\/li>\n<\/ul>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">L\u00b3M<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: <a href=\"https:\/\/neuralmind.ai\/2025\/02\/20\/neuralmind-e-escavador-desenvolvem-l%C2%B3m-um-modelo-de-linguagem-inovador-para-o-sistema-juridico-brasileiro\/\">L\u00b3M <\/a><\/li>\n<li>Release date: future<\/li>\n<li>License: proprietary<\/li>\n<li>Size: \u2014<\/li>\n<li>Base model: \u2014<\/li>\n<li>Knowledge cutoff date: \u2014<\/li>\n<li>Team:\n<ul>\n<li><a href=\"https:\/\/neuralmind.ai\/\">NeuralMind<\/a><\/li>\n<li><a href=\"https:\/\/www.escavador.com\/\">Escavador<\/a><\/li>\n<\/ul>\n<\/li>\n<li>Training data: \u2014<\/li>\n<li>Language variety: Brazilian Portuguese<\/li>\n<li>Model ID: \u2014<\/li>\n<li>Weight availability: no<\/li>\n<li>Associated API: pending<\/li>\n<li>Online chat: no<\/li>\n<\/ul>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">openCabrita<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: <a href=\"https:\/\/arxiv.org\/abs\/2308.11878\">openCabrita <\/a><\/li>\n<li>Release date: Jul 6, 2023<\/li>\n<li>License: Apache 2.0<\/li>\n<li>Size: 3B<\/li>\n<li>Base model: Llama 1<\/li>\n<li>Knowledge cutoff date: September 2022or later<\/li>\n<li>Team: \u2014<\/li>\n<li>Training data:\u00a0<a href=\"https:\/\/www.tensorflow.org\/datasets\/catalog\/c4#c4multilingual\">Portuguese-language subset of mC4<\/a><\/li>\n<li>Language varieties: \u2014<\/li>\n<li>Model ID: <code>open-cabrita3b<\/code><\/li>\n<li>Weight availability: <a href=\"https:\/\/huggingface.co\/22h\/open-cabrita3b\">yes<\/a><\/li>\n<li>Associated API: no<\/li>\n<li>Online chat: no<\/li>\n<\/ul>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Periquito-3b<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: <a href=\"https:\/\/huggingface.co\/wandgibaut\/periquito-3B\">Periquito-3b <\/a><\/li>\n<li>Release date: Sep 20, 2023<\/li>\n<li>License: Apache 2.0<\/li>\n<li>Size: 4B<\/li>\n<li>Base model: LLaMA 3B<\/li>\n<li>Knowledge cutoff date: \u2014<\/li>\n<li>Team:\u00a0<a href=\"https:\/\/www.linkedin.com\/in\/wandgibaut\/?locale=en_US\">Wandemberg Gibaut<\/a><\/li>\n<li>Training data:\u00a0<a href=\"https:\/\/huggingface.co\/wandgibaut\/periquito-3B\">Portuguese Wikipedia<\/a><\/li>\n<li>Language varieties: \u2014<\/li>\n<li>Model ID: <code>wandgibaut\/periquito-3B<\/code><\/li>\n<li>Weight availability: <a href=\"http:\/\/huggingface.co\/wandgibaut\/periquito-3B\/tree\/main\">yes<\/a><\/li>\n<li>Associated API: no<\/li>\n<li>Online chat: no<\/li>\n<\/ul>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Sabi\u00e1<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li style=\"list-style-type: none;\">\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: Sabi\u00e1<\/li>\n<li>Team:\u00a0<a href=\"https:\/\/www.maritaca.ai\/\">Maritaca AI<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Sabi\u00e1-3<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li style=\"list-style-type: none;\">\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: <a href=\"https:\/\/arxiv.org\/abs\/2410.12049\">Sabi\u00e1-3 <\/a><\/li>\n<li>Release date: April 2024<\/li>\n<li>License: proprietary<\/li>\n<li>Knowledge cutoff date: 2023<\/li>\n<li>Language variety: Brazilian Portuguese<\/li>\n<li>Weight availability: no<\/li>\n<li>Associated API: <a href=\"https:\/\/docs.maritaca.ai\/pt\/visao-geral\">yes<\/a><\/li>\n<li>Online chat: <a href=\"https:\/\/chat.maritaca.ai\/\">yes<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Sabi\u00e1-3<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: Sabi\u00e1-3<\/li>\n<li>Size: \u2014<\/li>\n<li>Base model: \u2014<\/li>\n<li>Training data: \u2014<\/li>\n<li>Model ID: <code>sabia-3<\/code><\/li>\n<\/ul>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Sabiazinho-3<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: Sabiazinho-3<\/li>\n<li>Size: \u2014<\/li>\n<li>Base model: \u2014<\/li>\n<li>Training data: \u2014<\/li>\n<li>Model ID: <code>sabiazinho-3<\/code><\/li>\n<\/ul>\n<\/details>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Sabi\u00e1-3.1<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: <a href=\"https:\/\/chat.maritaca.ai\/\">Sabi\u00e1-3.1 <\/a><\/li>\n<li>Release date: May 2025<\/li>\n<li>License: proprietary<\/li>\n<li>Size: \u2014<\/li>\n<li>Base model: \u2014<\/li>\n<li>Knowledge cutoff date: August 2024<\/li>\n<li>Training data: \u2014<\/li>\n<li>Language variety: Brazilian Portuguese<\/li>\n<li>Model ID: <code>sabia-3.1<\/code><\/li>\n<li>Weight availability: no<\/li>\n<li>Associated API: <a href=\"https:\/\/docs.maritaca.ai\/pt\/visao-geral\">yes<\/a><\/li>\n<li>Online chat: <a href=\"https:\/\/chat.maritaca.ai\/\">yes<\/a><\/li>\n<\/ul>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Sabi\u00e1-7B<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: <a href=\"https:\/\/huggingface.co\/maritaca-ai\/sabia-7b\">Sabi\u00e1-7B <\/a><\/li>\n<li>Release date: Nov 8, 2023<\/li>\n<li>License: LLaMA License<\/li>\n<li>Size: 7B<\/li>\n<li>Base model: Llama 1<\/li>\n<li>Knowledge cutoff date: 2022<\/li>\n<li>Training data: \u2014<\/li>\n<li>Language variety: Brazilian Portuguese<\/li>\n<li>Model ID: <code>sabia-7b<\/code><\/li>\n<li>Weight availability: <a href=\"https:\/\/huggingface.co\/maritaca-ai\/sabia-7b\/tree\/main\">yes<\/a><\/li>\n<li>Associated API: no<\/li>\n<li>Online chat: <a href=\"https:\/\/evaristo.ai\/models\/Sabi%C3%A1%207B\">yes<\/a><\/li>\n<\/ul>\n<\/details>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Samba<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: <a href=\"https:\/\/huggingface.co\/lrds-code\/samba-1.1B\">Samba <\/a><\/li>\n<li>Release date: \u2014<\/li>\n<li>License: Academic Free License v3.0<\/li>\n<li>Size: 1B<\/li>\n<li>Base model: TinyLlama-1.1B<\/li>\n<li>Knowledge cutoff date: \u2014<\/li>\n<li>Team:\u00a0<a href=\"https:\/\/www.linkedin.com\/in\/leonardo-souza-289a16b3\/\">Leonardo Souza<\/a><\/li>\n<li>Training data: \u2014<\/li>\n<li>Language varieties: \u2014<\/li>\n<li>Model ID: <code>lrds-code\/samba-1.1B<\/code><\/li>\n<li>Weight availability: <a href=\"https:\/\/huggingface.co\/lrds-code\/boana-7b-instruct\/tree\/main\">yes<\/a><\/li>\n<li>Associated API: no<\/li>\n<li>Online chat: no<\/li>\n<\/ul>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">SoberanIA<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: <a href=\"https:\/\/soberania.ai\/\">SoberanIA <\/a><\/li>\n<li>Release date: \u2014<\/li>\n<li>License: \u2014<\/li>\n<li>Size: \u2014<\/li>\n<li>Base model: \u2014<\/li>\n<li>Knowledge cutoff date: \u2014<\/li>\n<li>Team:\u00a0<a href=\"https:\/\/www.pi.gov.br\/\">Governo do Piau\u00ed<\/a><\/li>\n<li>Training data: \u2014<\/li>\n<li>Language variety: Brazilian Portuguese<\/li>\n<li>Model ID: \u2014<\/li>\n<li>Weight availability: pending<\/li>\n<li>Associated API: pending<\/li>\n<li>Online chat: pending<\/li>\n<\/ul>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Tucano<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li style=\"list-style-type: none;\">\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: <a href=\"https:\/\/arxiv.org\/abs\/2411.07854\">Tucano <\/a><\/li>\n<li>Release date: Nov 7, 2024<\/li>\n<li>License: Apache 2.0<\/li>\n<li>Team:\u00a0<a href=\"https:\/\/huggingface.co\/TucanoBR\">Tucano project<\/a><\/li>\n<li>Language variety: Brazilian Portuguese<\/li>\n<li>Weight availability: <a href=\"https:\/\/huggingface.co\/TucanoBR\/models\">yes<\/a><\/li>\n<li>Associated API: no<\/li>\n<li>Online chat: no<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Tucano-1b1-Instruct<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: Tucano-1b1-Instruct<\/li>\n<li>Size: 1B<\/li>\n<li>Base model: \u2014<\/li>\n<li>Knowledge cutoff date: \u2014<\/li>\n<li>Training data: \u2014<\/li>\n<li>Model ID: <code>Tucano-1b1-Instruct<\/code><\/li>\n<\/ul>\n<\/details>\n<details style=\"margin-bottom: 1.2em; padding: 0.8em 1em; border: 1px solid #ddd; border-radius: 8px; background-color: #f9f9f9;\">\n<summary style=\"font-weight: bold; color: #01484e; font-size: 1.1em; cursor: pointer; display: list-item;\">Tucano-2b4-Instruct<\/summary>\n<ul style=\"margin-top: 0; margin-bottom: 0.2em; padding-left: 1.2em;\">\n<li>Name: Tucano-2b4-Instruct<\/li>\n<li>Size: 2B<\/li>\n<li>Base model:\u2014<\/li>\n<li>Knowledge cutoff date:\u2014<\/li>\n<li>Training data:\u2014<\/li>\n<li>Model ID:<code>Tucano-2b4-Instruct<\/code><\/li>\n<\/ul>\n<\/details>\n<\/details>\n<p>Contributors:<\/p>\n<ul>\n<li>Vin\u00edcius Bitencourt Matos<\/li>\n<li>Arnaldo Candido Junior<\/li>\n<li>Sarajane Marques Peres<\/li>\n<li>Filipe Bison de Souza<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>List of models optimized for Portuguese (both Brazilian and European varieties), focusing on architectures with at least 1 billion parameters. When appropriate, the models are grouped into \u201cfamilies\u201d. The information presented for each model includes: name, release date, license, Portuguese variety, size, base model, weights, variations, training data, data cutoff date, associated API, online chat,<a href=\"https:\/\/sites.usp.br\/keml\/en\/language-models-for-portuguese\/\">[&#8230;]<\/a><\/p>\n","protected":false},"author":24022,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"inline_featured_image":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":"","_links_to":"","_links_to_target":""},"class_list":["post-2574","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/sites.usp.br\/keml\/wp-json\/wp\/v2\/pages\/2574","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sites.usp.br\/keml\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/sites.usp.br\/keml\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/sites.usp.br\/keml\/wp-json\/wp\/v2\/users\/24022"}],"replies":[{"embeddable":true,"href":"https:\/\/sites.usp.br\/keml\/wp-json\/wp\/v2\/comments?post=2574"}],"version-history":[{"count":5,"href":"https:\/\/sites.usp.br\/keml\/wp-json\/wp\/v2\/pages\/2574\/revisions"}],"predecessor-version":[{"id":2600,"href":"https:\/\/sites.usp.br\/keml\/wp-json\/wp\/v2\/pages\/2574\/revisions\/2600"}],"wp:attachment":[{"href":"https:\/\/sites.usp.br\/keml\/wp-json\/wp\/v2\/media?parent=2574"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}