Understanding LLMs: A Comprehensive Overview from Training to Inference
Paper
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2401.02038
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Published
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62
LLM
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DocLLM: A layout-aware generative language model for multimodal document understanding
Paper • 2401.00908 • Published • 181 -
LLaMA Beyond English: An Empirical Study on Language Capability Transfer
Paper • 2401.01055 • Published • 54 -
LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning
Paper • 2401.01325 • Published • 27 -
A Comprehensive Study of Knowledge Editing for Large Language Models
Paper • 2401.01286 • Published • 16 -
Improving Text Embeddings with Large Language Models
Paper • 2401.00368 • Published • 79 -
Astraios: Parameter-Efficient Instruction Tuning Code Large Language Models
Paper • 2401.00788 • Published • 21 -
PanGu-π: Enhancing Language Model Architectures via Nonlinearity Compensation
Paper • 2312.17276 • Published • 15 -
Unicron: Economizing Self-Healing LLM Training at Scale
Paper • 2401.00134 • Published • 9 -
Multilingual Instruction Tuning With Just a Pinch of Multilinguality
Paper • 2401.01854 • Published • 10 -
TinyLlama: An Open-Source Small Language Model
Paper • 2401.02385 • Published • 90 -
LLaMA Pro: Progressive LLaMA with Block Expansion
Paper • 2401.02415 • Published • 53 -
LLM Augmented LLMs: Expanding Capabilities through Composition
Paper • 2401.02412 • Published • 36 -
ICE-GRT: Instruction Context Enhancement by Generative Reinforcement based Transformers
Paper • 2401.02072 • Published • 9 -
DocGraphLM: Documental Graph Language Model for Information Extraction
Paper • 2401.02823 • Published • 35 -
TrustLLM: Trustworthiness in Large Language Models
Paper • 2401.05561 • Published • 66 -
Transformers are Multi-State RNNs
Paper • 2401.06104 • Published • 36 -
TOFU: A Task of Fictitious Unlearning for LLMs
Paper • 2401.06121 • Published • 15 -
Patchscope: A Unifying Framework for Inspecting Hidden Representations of Language Models
Paper • 2401.06102 • Published • 20 -
Secrets of RLHF in Large Language Models Part II: Reward Modeling
Paper • 2401.06080 • Published • 26 -
Efficient LLM inference solution on Intel GPU
Paper • 2401.05391 • Published • 9 -
Tuning LLMs with Contrastive Alignment Instructions for Machine Translation in Unseen, Low-resource Languages
Paper • 2401.05811 • Published • 6 -
A Shocking Amount of the Web is Machine Translated: Insights from Multi-Way Parallelism
Paper • 2401.05749 • Published • 7 -
The Impact of Reasoning Step Length on Large Language Models
Paper • 2401.04925 • Published • 16 -
Bootstrapping LLM-based Task-Oriented Dialogue Agents via Self-Talk
Paper • 2401.05033 • Published • 16