Official implementation of the paper: "A deeper look at depth pruning of LLMs"
☆15Jul 24, 2024Updated last year
Alternatives and similar repositories for llm_depth_pruning
Users that are interested in llm_depth_pruning 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 "Retaining Key Information under High Compression Rates: Query-Guided Compressor for LLMs" (ACL 2024)☆18Jun 12, 2024Updated last year
- [EMNLP 2023]Context Compression for Auto-regressive Transformers with Sentinel Tokens☆25Nov 6, 2023Updated 2 years ago
- Codes for accepted paper "Cooperative Pruning in Cross-Domain Deep Neural Network Compression" in IJCAI 2019.☆12Aug 15, 2019Updated 6 years ago
- ☆12Jan 27, 2023Updated 3 years ago
- Codebase the paper "The Remarkable Robustness of LLMs: Stages of Inference?"☆19Jun 11, 2025Updated 9 months ago
- NordVPN Threat Protection Pro™ • AdTake your cybersecurity to the next level. Block phishing, malware, trackers, and ads. Lightweight app that works with all browsers.
- Efficient retrieval head analysis with triton flash attention that supports topK probability☆13Jun 15, 2024Updated last year
- Revisiting Parameter Sharing for Automatic Neural Channel Number Search, NeurIPS 2020☆22Nov 15, 2020Updated 5 years ago
- Implementation of ICLR 2017 paper "Loss-aware Binarization of Deep Networks"☆20Feb 24, 2019Updated 7 years ago
- ☆19Jan 3, 2025Updated last year
- ACL24☆11Jun 7, 2024Updated last year
- Papers, sites and slides for Adversarial Training☆17Jun 30, 2020Updated 5 years ago
- This repo contains the source code for: Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs☆43Aug 14, 2024Updated last year
- Sparsifying Variational Dropout in Tensorflow☆22Nov 3, 2017Updated 8 years ago
- ☆27May 13, 2025Updated 10 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Compressed LLMs for Efficient Text Generation [ICLR'24 Workshop]☆90Sep 13, 2024Updated last year
- simple implementation of Expected Gradients and Integrated Gradients by pytorch☆12May 11, 2022Updated 3 years ago
- [ACL'24] WebCiteS: Attributed Query-Focused Summarization on Chinese Web Search Results with Citations☆13Sep 11, 2024Updated last year
- Interpreting CLIP with Hierarchical Sparse Autoencoders (ICML 2025)☆24Jan 17, 2026Updated 2 months ago
- ☆15Jan 12, 2026Updated 2 months ago
- Proximal Mean-field for Neural Network Quantization☆21Apr 9, 2020Updated 5 years ago
- A utility library to help integrate Python applications with Metropolis Microservices for Jetson☆16Dec 21, 2024Updated last year
- fork of karparthy's nanogpt with custom datasets☆10Jul 25, 2023Updated 2 years ago
- 基于CUDA的GPU加速通用遗传算法实现，实验平台为Nvidia Jetson Nano☆13Mar 23, 2023Updated 3 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- [ACL 2024] Official PyTorch implementation of "IntactKV: Improving Large Language Model Quantization by Keeping Pivot Tokens Intact"☆47May 24, 2024Updated last year
- [NeurIPS 2024] The official implementation of "Image Copy Detection for Diffusion Models"☆18Oct 1, 2024Updated last year
- Source code of “Reinforcement Learning with Token-level Feedback for Controllable Text Generation (NAACL 2024)☆17Dec 8, 2024Updated last year
- [COLING'25] Exploring Concept Depth: How Large Language Models Acquire Knowledge at Different Layers?☆83Jan 22, 2025Updated last year
- ☆15Apr 22, 2024Updated last year
- ☆38Oct 23, 2025Updated 5 months ago
- [ICLR 2025] SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration☆65Feb 21, 2025Updated last year
- [ECCV 2022] SuperTickets: Drawing Task-Agnostic Lottery Tickets from Supernets via Jointly Architecture Searching and Parameter Pruning☆20Jul 7, 2022Updated 3 years ago
- Code associated with the paper **Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding**☆221Feb 13, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- 随机扒取古诗文词语作为git的commit msg☆11Jan 16, 2017Updated 9 years ago
- Implementation code for ACL2024 ：Advancing Parameter Efficiency in Fine-tuning via Representation Editing☆15Apr 20, 2024Updated last year
- [ACL-IJCNLP 2021] "EarlyBERT: Efficient BERT Training via Early-bird Lottery Tickets" by Xiaohan Chen, Yu Cheng, Shuohang Wang, Zhe Gan, …☆18Dec 30, 2021Updated 4 years ago
- OneEdit: A Neural-Symbolic Collaboratively Knowledge Editing System.☆19Oct 14, 2024Updated last year
- Implementation for "An Approximation of the Error Backpropagation Algorithm in a Predictive Coding Network with Local Hebbian Synaptic Pl…☆15Oct 10, 2018Updated 7 years ago
- Python Distributed Non Negative Matrix Factorization with custom clustering☆24Aug 22, 2023Updated 2 years ago
- Control LLM☆22Apr 6, 2025Updated 11 months ago