Hugging Face's logo Hugging Face
  • Models
  • Datasets
  • Spaces
  • Buckets new
  • Docs
  • Enterprise
  • Pricing
    • Website
      • Tasks
      • HuggingChat
      • Collections
      • Languages
      • Organizations
    • Community
      • Blog
      • Posts
      • Daily Papers
      • Hardware
      • Learn
      • Discord
      • Forum
      • GitHub
    • Solutions
      • Team & Enterprise
      • Hugging Face PRO
      • Enterprise Support
      • Inference Providers
      • Inference Endpoints
      • Storage Buckets

  • Log In
  • Sign Up
Heathcliff Bennet's picture

Heathcliff Bennet

hc-bennet
6 2

AI & ML interests

None yet

Recent Activity

upvoted a paper 2 days ago
Disentangling Representation Evolution in Transformers through Directional Decomposition
upvoted a paper 5 months ago
What Matters in Transformers? Not All Attention is Needed
upvoted a paper 5 months ago
Making Large Language Models Efficient Dense Retrievers
View all activity

Organizations

None yet

upvoted a paper 2 days ago

Disentangling Representation Evolution in Transformers through Directional Decomposition

Paper • 2609.15975 • Published 5 days ago • 5
upvoted 4 papers 5 months ago

What Matters in Transformers? Not All Attention is Needed

Paper • 2406.15786 • Published Jun 22, 2024 • 33

Making Large Language Models Efficient Dense Retrievers

Paper • 2512.20612 • Published Dec 23, 2025 • 5

Understanding and Harnessing Sparsity in Unified Multimodal Models

Paper • 2512.02351 • Published Dec 2, 2025 • 6

Demystifying When Pruning Works via Representation Hierarchies

Paper • 2603.24652 • Published Apr 6 • 17
upvoted a collection 5 months ago

LLM-Drop

Collection
Resources for studies on redundancy in LLMs, including layer dropping and representation-hierarchy-based pruning. • 16 items • Updated Jul 31 • 7
Company
TOS Privacy About Careers
Website
Models Datasets Spaces Pricing Docs