Preprint2024
RLHF Workflow
Unknown
Presents a detailed recipe for online iterative RLHF using fully open-source datasets, achieving state-of-the-art performance on conversation and instruction-following benchmarks.
0May 1, 2024Benchmarks
arXiv
AI Research
AI & ML Research Papers
A comprehensive index of artificial intelligence and machine-learning research with AI-generated summaries, citation metrics, and direct links to papers and code.
All Papers
6 papersPreprint
Aya Dataset
Unknown
A human-curated instruction-following dataset spanning 65 languages to bridge the language gap in NLP.
0Instruction Tuning
Preprint2024
Pixtral
Unknown
Pixtral introduces a 12B parameter natively multimodal vision-language model with a novel vision encoder and strong instruction-following, plus a 124B variant.
0Sep 1, 2024MultimodalInstruction Tuning
Preprint2023
LLaVA 1
Unknown
LLaVA connects CLIP and Vicuna via end-to-end training on GPT-4-generated instruction-following data from image-text pairs.
0Apr 1, 2023MultimodalInstruction Tuning
Preprint2023
Alpaca
Unknown
Alpaca fine-tunes LLaMA 7B on instruction-following demonstrations generated via self-instruct from text-davinci-003.
0Mar 1, 2023Fine TuningInstruction Tuning
Preprint2022
Self Instruct
Unknown
Self-Instruct bootstraps instruction-following in language models using their own generations, reducing annotation needs.
0Dec 1, 2022Instruction Tuning
arXiv