F2LLM-v2: Inclusive, Performant, and Efficient Embeddings for a Multilingual World
Paper • 2603.19223 • Published • 31
David Adelani
Davlan
AI & ML interests
Low resource NLP
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mmBERT: ModernBERT goes Multilingual
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SmolLM3: smol, multilingual, long-context reasoner
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Fine-tune Llama 3 with ORPO
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HyperCLOVA X Technical Report
Paper • 2404.01954 • Published • 25
OFA: A Framework of Initializing Unseen Subword Embeddings for Efficient Large-scale Multilingual Continued Pretraining
Paper • 2311.08849 • Published • 6
GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection
Paper • 2403.03507 • Published • 190
Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models
Paper • 2402.19427 • Published • 57
LexC-Gen: Generating Data for Extremely Low-Resource Languages with Large Language Models and Bilingual Lexicons
Paper • 2402.14086 • Published • 12
SpiRit-LM: Interleaved Spoken and Written Language Model
Paper • 2402.05755 • Published • 15
SeaLLMs -- Large Language Models for Southeast Asia
Paper • 2312.00738 • Published • 25
OWSM v3.1: Better and Faster Open Whisper-Style Speech Models based on E-Branchformer
Paper • 2401.16658 • Published • 14
MaLA-500: Massive Language Adaptation of Large Language Models
Paper • 2401.13303 • Published • 12
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