most citedGPT Semantic Cache: Reducing LLM Costs and Latency via Semantic Embedding Caching

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cs.CL2026

Arkios: An Open Bilingual English-Nepali Language Model Trained From Scratch, with a Devanagari-Aware Tokenizer

Sajal Regmi, Siddhartha Pudasaini, Chetan Phakami Pun

We present Arkios, a 1.04B-parameter dense transformer pretrained from scratch on 150B tokens of bilingual English-Nepali text, using a custom single-file C/CUDA training stack and…

cs.CL2026

Vowel Signs Are Not Letters: A Pre-tokenization Ceiling on Multilingual Tokenizer Fertility

Sajal Regmi, Siddhartha Pudasaini, Chetan Phakami Pun

Byte-level BPE tokenizers that use the HuggingFace ByteLevel pre-tokenizer inherit GPT-2's word regex, where a word is defined as \p{L}+, one or more Unicode letters. In abugida sc…