[ICLR 2023] "Learning to Grow Pretrained Models for Efficient Transformer Training" by Peihao Wang, Rameswar Panda, Lucas Torroba Hennigen, Philip Greengard, Leonid Karlinsky, Rogerio Feris, David Cox, Zhangyang Wang, Yoon Kim
☆92Feb 26, 2024Updated 2 years ago
Alternatives and similar repositories for LiGO
Users that are interested in LiGO are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for the paper "No Train, all Gain: Self-Supervised Gradients Improve Deep Frozen Representations"☆11Oct 31, 2024Updated last year
- This is the proof-of-concept CPU implementation of ASPEN used for the NeurIPS'23 paper ASPEN: Breaking Operator Barriers for Efficient Pa…☆13Apr 4, 2024Updated 2 years ago
- This is the unofficial implementation of LEMON (ICLR'2024).☆13Apr 14, 2024Updated 2 years ago
- [NeurIPS 2022] "Randomized Channel Shuffling: Minimal-Overhead Backdoor Attack Detection without Clean Datasets" by Ruisi Cai*, Zhenyu Zh…☆21Oct 1, 2022Updated 4 years ago
- Masked Structural Growth for 2x Faster Language Model Pre-training☆26Apr 28, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Staged Training for Transformer Language Models☆33Mar 31, 2022Updated 4 years ago
- ☆15May 28, 2024Updated 2 years ago
- [ICML 2021] "Efficient Lottery Ticket Finding: Less Data is More" by Zhenyu Zhang*, Xuxi Chen*, Tianlong Chen*, Zhangyang Wang☆26Dec 30, 2021Updated 4 years ago
- Code Repository for the NeurIPS 2021 paper: "Self-Supervised Representation Learning on Neural Network Weights for Model Characteristic P…☆22Jul 10, 2024Updated 2 years ago
- Embroid: Unsupervised Prediction Smoothing Can Improve Few-Shot Classification☆11Aug 12, 2023Updated 3 years ago
- Transformer models for board games for KataGo☆21Sep 3, 2026Updated last month
- 🧮 Algebraic Positional Encodings.☆21Jun 5, 2026Updated 4 months ago
- This is the official implementation of the ICML 2023 paper - Can Forward Gradient Match Backpropagation ?☆13May 31, 2023Updated 3 years ago
- Multi-modal Multi-label Emotion Recognition with Heterogeneous Hierarchical Message Passing☆18Sep 24, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Code Repository for the NeurIPS 2022 paper: "Hyper-Representations as Generative Models: Sampling Unseen Neural Network Weights".☆19Jul 10, 2024Updated 2 years ago
- Code for "Continual Learning of Object Instances", Implemented in PyTorch, https://arxiv.org/abs/2004.10862☆11Jun 12, 2020Updated 6 years ago
- [NeurIPS'22] Trap and Replace: Defending Backdoor Attacks by Trapping Them into an Easy-to-Replace Subnetwork. Haotao Wang, Junyuan Hong,…☆15Nov 27, 2023Updated 2 years ago
- Repository for CPU Kernel Generation for LLM Inference☆28Jul 13, 2023Updated 3 years ago
- A library for squeakily cleaning and filtering language datasets.☆50Jul 10, 2023Updated 3 years ago
- SCT: An Efficient Self-Supervised Cross-View Training For Sentence Embedding (TACL)☆16Jul 27, 2024Updated 2 years ago
- Codebase for Hyperdecoders https://arxiv.org/abs/2203.08304☆14Oct 11, 2022Updated 4 years ago
- Code for paper "Patch-Level Training for Large Language Models"☆110Nov 10, 2025Updated 11 months ago
- Tool for converting LLMs from uni-directional to bi-directional by removing causal mask for tasks like classification and sentence embedd…☆66Dec 12, 2024Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- The official implementation of the paper SimVP: Towards Simple yet Powerful Spatiotemporal Predictive learning.☆12Jan 2, 2024Updated 2 years ago
- ☆19Jul 11, 2023Updated 3 years ago
- Code and Model for NeurIPS 2024 Spotlight Paper "Stacking Your Transformers: A Closer Look at Model Growth for Efficient LLM Pre-Training…☆44Oct 16, 2024Updated last year
- Locality-Aware Hyperspectral Classification☆18Jan 10, 2025Updated last year
- ☆14Jan 10, 2025Updated last year
- ☆14May 25, 2022Updated 4 years ago
- [ICCV 2023 Oral] Official PyTorch implementation of our paper for semi-supervised continual learning "A soft nearest-neighbor framework f…☆25Dec 17, 2024Updated last year
- [ICML‘2024] "LoCoCo: Dropping In Convolutions for Long Context Compression", Ruisi Cai, Yuandong Tian, Zhangyang Wang, Beidi Chen☆17Sep 7, 2024Updated 2 years ago
- ☆56Jul 30, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [NeurIPS 2023] LLM-Pruner: On the Structural Pruning of Large Language Models. Support Llama-3/3.1, Llama-2, LLaMA, BLOOM, Vicuna, Baich…☆1,140Oct 7, 2024Updated 2 years ago
- Running inference on the ZeroSCROLLS benchmark☆22Apr 18, 2024Updated 2 years ago
- Learning MLPs to replace GNN☆10Jun 3, 2023Updated 3 years ago
- [ICML 2024] Junk DNA Hypothesis: A Task-Centric Angle of LLM Pre-trained Weights through Sparsity; Lu Yin*, Ajay Jaiswal*, Shiwei Liu, So…☆16Apr 21, 2025Updated last year
- ☆16May 31, 2024Updated 2 years ago
- ☆14Jun 27, 2019Updated 7 years ago
- ☆15Feb 12, 2019Updated 7 years ago