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michaelbeale-il 

updated a dataset 6 days ago

IntelLabs/BlueLens

Updated 6 days ago • 1.34k • 2

pQube 

updated a dataset 6 days ago

IntelLabs/BlueLens

Updated 6 days ago • 1.34k • 2

jpablomch 

authored 3 papers 3 months ago

The Landscape and Challenges of HPC Research and LLMs

Paper • 2402.02018 • Published Feb 3, 2024

SQFT: Low-cost Model Adaptation in Low-precision Sparse Foundation Models

Paper • 2410.03750 • Published Oct 1, 2024 • 2

Mamba-Shedder: Post-Transformer Compression for Efficient Selective Structured State Space Models

Paper • 2501.17088 • Published Jan 28 • 2

apierro-hf 

authored a paper 3 months ago

Solving QUBO on the Loihi 2 Neuromorphic Processor

Paper • 2408.03076 • Published Aug 6, 2024

jinjieyuan 

authored 5 papers 3 months ago

SQFT: Low-cost Model Adaptation in Low-precision Sparse Foundation Models

Paper • 2410.03750 • Published Oct 1, 2024 • 2

Mamba-Shedder: Post-Transformer Compression for Efficient Selective Structured State Space Models

Paper • 2501.17088 • Published Jan 28 • 2

SADGA: Structure-Aware Dual Graph Aggregation Network for Text-to-SQL

Paper • 2111.00653 • Published Nov 1, 2021

MultiPruner: Balanced Structure Removal in Foundation Models

Paper • 2501.09949 • Published Jan 17

Low-Rank Adapters Meet Neural Architecture Search for LLM Compression

Paper • 2501.16372 • Published Jan 23 • 9

jpablomch 

authored a paper 3 months ago

Low-Rank Adapters Meet Neural Architecture Search for LLM Compression

Paper • 2501.16372 • Published Jan 23 • 9

musashihinck 

authored a paper 8 months ago

ClimDetect: A Benchmark Dataset for Climate Change Detection and Attribution

Paper • 2408.15993 • Published Aug 28, 2024 • 8

danf 

authored 2 papers 9 months ago

RAG Foundry: A Framework for Enhancing LLMs for Retrieval Augmented Generation

Paper • 2408.02545 • Published Aug 5, 2024 • 38

CoTAR: Chain-of-Thought Attribution Reasoning with Multi-level Granularity

Paper • 2404.10513 • Published Apr 16, 2024 • 2

musashihinck 

authored 3 papers 10 months ago

Political Compass or Spinning Arrow? Towards More Meaningful Evaluations for Values and Opinions in Large Language Models

Paper • 2402.16786 • Published Feb 26, 2024

Using Imperfect Surrogates for Downstream Inference: Design-based Supervised Learning for Social Science Applications of Large Language Models

Paper • 2306.04746 • Published Jun 7, 2023

Why do LLaVA Vision-Language Models Reply to Images in English?

Paper • 2407.02333 • Published Jul 2, 2024

jpablomch 

authored 2 papers 11 months ago

Shears: Unstructured Sparsity with Neural Low-rank Adapter Search

Paper • 2404.10934 • Published Apr 16, 2024

A Hardware-Aware Framework for Accelerating Neural Architecture Search Across Modalities

Paper • 2205.10358 • Published May 19, 2022