Dataset · Hugging Face

OliveiraJLT/gigaverbo-v2-rec-sft

Name: gigaverbo-v2-rec-sft
Creator: OliveiraJLT
License: apache-2.0
Keywords: task_categories:text-generation, task_categories:question-answering, task_categories:summarization, task_categories:translation, annotations_creators:machine-generated, language_creators:machine-generated, multilinguality:multilingual, source_datasets:Polygl0t/gigaverbo-v2-sft, language:pt, language:en, license:apache-2.0, size_categories:100K<n<1M, format:parquet, format:optimized-parquet, modality:tabular

GigaVerbo-v2 REC SFT A model should not merely know how to reason; it should learn when reasoning is worth the cost. Dataset repository: OliveiraJLT/gigaverbo-v2-rec-sftBase dataset: Polygl0t/gigaverbo-v2-sftAnswer-generation model: openai/gpt-oss-20bQuality classifier: Polygl0t/portuguese-qwen3-4b-instruct-quality-classifierReasoning translation model and token accounting tokenizer: Qwen/Qwen3.5-9B Dataset Summary GigaVerbo-v2 REC SFT — short for GigaVerbo-v2… See the full description on the dataset page: https://huggingface.co/datasets/OliveiraJLT/gigaverbo-v2-rec-sft.

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Author / organization	OliveiraJLT
License (as declared)	apache-2.0
Downloads	266 (as reported by Hugging Face)
Likes	0
Created	9 June 2026
Last updated at source	9 June 2026

portugueseenglishtextdatasetsinstruction-tuningsupervised-fine-tuningchat-completioninstruction-followingsynthetic-datareasoningchain-of-thoughtreasoning-effortreasoning-effort-curriculumeffort-routingrec-sftmathematical-reasoningcodecode-generationfunction-callingstructured-outputsstructured-output-generationretrieval-augmented-generationsummarizationrewriting

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