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When Scaling Meets LLM Finetuning: The Effect of Data, Model and Finetuning Method
Paper • 2402.17193 • Published • 23 -
Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language Models
Paper • 2402.14848 • Published • 18 -
Instruction-tuned Language Models are Better Knowledge Learners
Paper • 2402.12847 • Published • 24 -
Aya Model: An Instruction Finetuned Open-Access Multilingual Language Model
Paper • 2402.07827 • Published • 44
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Collections including paper arxiv:2402.07827
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OpenMoE: An Early Effort on Open Mixture-of-Experts Language Models
Paper • 2402.01739 • Published • 26 -
Rethinking Interpretability in the Era of Large Language Models
Paper • 2402.01761 • Published • 21 -
Self-Discover: Large Language Models Self-Compose Reasoning Structures
Paper • 2402.03620 • Published • 109 -
Aya Model: An Instruction Finetuned Open-Access Multilingual Language Model
Paper • 2402.07827 • Published • 44
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Chain-of-Thought Reasoning Without Prompting
Paper • 2402.10200 • Published • 94 -
How to Train Data-Efficient LLMs
Paper • 2402.09668 • Published • 38 -
BitDelta: Your Fine-Tune May Only Be Worth One Bit
Paper • 2402.10193 • Published • 17 -
A Human-Inspired Reading Agent with Gist Memory of Very Long Contexts
Paper • 2402.09727 • Published • 35
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Aya Model: An Instruction Finetuned Open-Access Multilingual Language Model
Paper • 2402.07827 • Published • 44 -
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models
Paper • 2104.08663 • Published • 3 -
Orca 2: Teaching Small Language Models How to Reason
Paper • 2311.11045 • Published • 70 -
Generative Representational Instruction Tuning
Paper • 2402.09906 • Published • 51
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BLOOM: A 176B-Parameter Open-Access Multilingual Language Model
Paper • 2211.05100 • Published • 28 -
Contrastive Language-Image Pre-training for the Italian Language
Paper • 2108.08688 • Published • 2 -
IT5: Large-scale Text-to-text Pretraining for Italian Language Understanding and Generation
Paper • 2203.03759 • Published • 5 -
Spanish Pre-trained BERT Model and Evaluation Data
Paper • 2308.02976 • Published • 3
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A Simple Framework to Accelerate Multilingual Language Model for Monolingual Text Generation
Paper • 2401.10660 • Published • 2 -
PersianMind: A Cross-Lingual Persian-English Large Language Model
Paper • 2401.06466 • Published • 3 -
LLaMA Beyond English: An Empirical Study on Language Capability Transfer
Paper • 2401.01055 • Published • 53 -
MaLA-500: Massive Language Adaptation of Large Language Models
Paper • 2401.13303 • Published • 11