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commented 14 papers 3 months ago

BBTv2: Towards a Gradient-Free Future with Large Language Models

Paper • 2205.11200 • Published May 23, 2022 •

2

Multi-Head Adapter Routing for Cross-Task Generalization

Paper • 2211.03831 • Published Nov 7, 2022 • 2 •

2

BoRA: Bi-dimensional Weight-Decomposed Low-Rank Adaptation

Paper • 2412.06441 • Published Dec 9, 2024 •

2

FineGates: LLMs Finetuning with Compression using Stochastic Gates

Paper • 2412.12951 • Published Dec 17, 2024 •

2

RandLoRA: Full-rank parameter-efficient fine-tuning of large models

Paper • 2502.00987 • Published Feb 3 • 9 •

3

EDoRA: Efficient Weight-Decomposed Low-Rank Adaptation via Singular Value Decomposition

Paper • 2501.12067 • Published Jan 21 •

2

TriAdaptLoRA: Brain-Inspired Triangular Adaptive Low-Rank Adaptation for Parameter-Efficient Fine-Tuning

Paper • 2501.08008 • Published Jan 14 •

2

GaLore$+$: Boosting Low-Rank Adaptation for LLMs with Cross-Head Projection

Paper • 2412.19820 • Published Dec 15, 2024 •

2

Sequential Compression Layers for Efficient Federated Learning in Foundational Models

Paper • 2412.07021 • Published Dec 9, 2024 •

2

Federated Sketching LoRA: On-Device Collaborative Fine-Tuning of Large Language Models

Paper • 2501.19389 • Published Jan 31 • 4 •

3

Adaptive Parameter-Efficient Federated Fine-Tuning on Heterogeneous Devices

Paper • 2412.20004 • Published Dec 28, 2024 •

2

LoRS: Efficient Low-Rank Adaptation for Sparse Large Language Model

Paper • 2501.08582 • Published Jan 15 •

2

Gradient Weight-normalized Low-rank Projection for Efficient LLM Training

Paper • 2412.19616 • Published Dec 27, 2024 •

2

Hydra: Multi-head Low-rank Adaptation for Parameter Efficient Fine-tuning

Paper • 2309.06922 • Published Sep 13, 2023 • 1 •

2

New activity in OpenNLPLab/TransNormerLLM-7B 5 months ago

Unsafe use of eval

3

#1 opened over 1 year ago by

Daniel-P-Gonzalez

commented 3 papers 7 months ago

CritiPrefill: A Segment-wise Criticality-based Approach for Prefilling Acceleration in LLMs

Paper • 2409.12490 • Published Sep 19, 2024 •

2

Inference-Friendly Models With MixAttention

Paper • 2409.15012 • Published Sep 23, 2024 •

2

InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management

Paper • 2406.19707 • Published Jun 28, 2024 •

2

commented 2 papers 8 months ago

Expediting and Elevating Large Language Model Reasoning via Hidden Chain-of-Thought Decoding

Paper • 2409.08561 • Published Sep 13, 2024 •

2

Diver: Large Language Model Decoding with Span-Level Mutual Information Verification

Paper • 2406.02120 • Published Jun 4, 2024 •

2