Why Do We Need Weight Decay in Modern Deep Learning? [NeurIPS 2024]
☆71Sep 25, 2024Updated last year
Alternatives and similar repositories for why-weight-decay
Users that are interested in why-weight-decay are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Sharpness-Aware Minimization Leads to Low-Rank Features [NeurIPS 2023]☆29Sep 22, 2023Updated 2 years ago
- Towards Understanding Sharpness-Aware Minimization [ICML 2022]☆38Jun 14, 2022Updated 3 years ago
- Code for the paper "Stack Attention: Improving the Ability of Transformers to Model Hierarchical Patterns"☆18Mar 15, 2024Updated 2 years ago
- ☆19Jun 10, 2024Updated last year
- A modern look at the relationship between sharpness and generalization [ICML 2023]☆44Sep 11, 2023Updated 2 years ago
- Is In-Context Learning Sufficient for Instruction Following in LLMs? [ICLR 2025]☆32Jan 23, 2025Updated last year
- Embroid: Unsupervised Prediction Smoothing Can Improve Few-Shot Classification☆11Aug 12, 2023Updated 2 years ago
- ☆34Jan 25, 2024Updated 2 years ago
- Long Is More for Alignment: A Simple but Tough-to-Beat Baseline for Instruction Fine-Tuning [ICML 2024]☆21May 2, 2024Updated last year
- A method for evaluating the high-level coherence of machine-generated texts. Identifies high-level coherence issues in transformer-based …☆11Mar 18, 2023Updated 3 years ago
- Triton Implementation of HyperAttention Algorithm☆48Dec 11, 2023Updated 2 years ago
- Official repository of paper "RNNs Are Not Transformers (Yet): The Key Bottleneck on In-context Retrieval"☆27Apr 17, 2024Updated last year
- Official Implementation of ACL2023: Don't Parse, Choose Spans! Continuous and Discontinuous Constituency Parsing via Autoregressive Span …☆14Aug 25, 2023Updated 2 years ago
- ☆13Mar 22, 2023Updated 3 years ago
- Official Repository for Efficient Linear-Time Attention Transformers.☆18Jun 2, 2024Updated last year
- ☆20May 30, 2024Updated last year
- ☆16Dec 9, 2023Updated 2 years ago
- PyTorch implementation for PaLM: A Hybrid Parser and Language Model.☆10Jan 7, 2020Updated 6 years ago
- Variable-order CRFs with structure learning☆17Aug 1, 2024Updated last year
- Training vision models with full-batch gradient descent and regularization☆39Feb 14, 2023Updated 3 years ago
- ☆12Jan 29, 2021Updated 5 years ago
- Fine-Tuning Pre-trained Transformers into Decaying Fast Weights☆19Oct 9, 2022Updated 3 years ago
- Engineering the state of RNN language models (Mamba, RWKV, etc.)☆32May 25, 2024Updated last year
- ☆11Oct 11, 2023Updated 2 years ago
- ☆30Oct 3, 2022Updated 3 years ago
- A Kernel-Based View of Language Model Fine-Tuning https://arxiv.org/abs/2210.05643☆78Sep 4, 2023Updated 2 years ago
- JAX/Flax implementation of the Hyena Hierarchy☆34Apr 27, 2023Updated 2 years ago
- Source-to-Source Debuggable Derivatives in Pure Python☆15Jan 23, 2024Updated 2 years ago
- HGRN2: Gated Linear RNNs with State Expansion☆56Aug 20, 2024Updated last year
- AGaLiTe: Approximate Gated Linear Transformers for Online Reinforcement Learning (Published in TMLR)☆23Oct 15, 2024Updated last year
- Advanced Formal Language Theory (263-5352-00L; Frühjahr 2023)☆10Feb 21, 2023Updated 3 years ago
- Official repository for the paper "Exploring the Promise and Limits of Real-Time Recurrent Learning" (ICLR 2024)☆13Jun 11, 2025Updated 9 months ago
- ☆22Dec 15, 2023Updated 2 years ago
- ☆52Jun 10, 2024Updated last year
- Reference implementation of "Softmax Attention with Constant Cost per Token" (Heinsen, 2024)☆24Jun 6, 2024Updated last year
- FlexAttention w/ FlashAttention3 Support☆27Oct 5, 2024Updated last year
- This repo contains VPR models that have been fine-tuned for indoor usage.☆16May 15, 2024Updated last year
- A Unified Perspective-to-Equirectangular Visual Place Recognition Framework☆21Dec 19, 2025Updated 3 months ago
- [EMNLP 2023] Official implementation of the algorithm ETSC: Exact Toeplitz-to-SSM Conversion our EMNLP 2023 paper - Accelerating Toeplitz…☆14Oct 17, 2023Updated 2 years ago