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Collections including paper arxiv:2402.16819

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Papers I find interesting

Scaling Instruction-Finetuned Language Models

Paper • 2210.11416 • Published Oct 20, 2022 • 7
Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Paper • 2312.00752 • Published Dec 1, 2023 • 139
Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Paper • 2403.05530 • Published Mar 8, 2024 • 61
Yi: Open Foundation Models by 01.AI

Paper • 2403.04652 • Published Mar 7, 2024 • 62

LLM_architectures

Nemotron-4 15B Technical Report

Paper • 2402.16819 • Published Feb 26, 2024 • 42
Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models

Paper • 2402.19427 • Published Feb 29, 2024 • 52
RWKV: Reinventing RNNs for the Transformer Era

Paper • 2305.13048 • Published May 22, 2023 • 15
Reformer: The Efficient Transformer

Paper • 2001.04451 • Published Jan 13, 2020

The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits

Paper • 2402.17764 • Published Feb 27, 2024 • 606
Nemotron-4 15B Technical Report

Paper • 2402.16819 • Published Feb 26, 2024 • 42
Extreme Compression of Large Language Models via Additive Quantization

Paper • 2401.06118 • Published Jan 11, 2024 • 12

Nemotron-4 15B Technical Report

Paper • 2402.16819 • Published Feb 26, 2024 • 42
InternLM2 Technical Report

Paper • 2403.17297 • Published Mar 26, 2024 • 30
Chinese Tiny LLM: Pretraining a Chinese-Centric Large Language Model

Paper • 2404.04167 • Published Apr 5, 2024 • 12
MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases

Paper • 2402.14905 • Published Feb 22, 2024 • 127

Nemotron-4 15B Technical Report

Paper • 2402.16819 • Published Feb 26, 2024 • 42
google/gemma-7b

Text Generation • Updated Jun 27, 2024 • 37.3k • • 3.09k
mistralai/Mixtral-8x7B-Instruct-v0.1

Text Generation • Updated Aug 19, 2024 • 4.51M • • 4.26k

Rethinking Optimization and Architecture for Tiny Language Models

Paper • 2402.02791 • Published Feb 5, 2024 • 12
More Agents Is All You Need

Paper • 2402.05120 • Published Feb 3, 2024 • 51
Scaling Laws for Forgetting When Fine-Tuning Large Language Models

Paper • 2401.05605 • Published Jan 11, 2024
Aligning Large Language Models with Counterfactual DPO

Paper • 2401.09566 • Published Jan 17, 2024 • 2

Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 50
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Paper • 1810.04805 • Published Oct 11, 2018 • 16
RoBERTa: A Robustly Optimized BERT Pretraining Approach

Paper • 1907.11692 • Published Jul 26, 2019 • 7
DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

Paper • 1910.01108 • Published Oct 2, 2019 • 14

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