A block pruning framework for LLMs.
☆28May 17, 2025Updated last year
Alternatives and similar repositories for BlockPruner
Users that are interested in BlockPruner are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆23Nov 26, 2024Updated last year
- [ICML 2024] Official Implementation of SLEB: Streamlining LLMs through Redundancy Verification and Elimination of Transformer Blocks☆44Feb 4, 2025Updated last year
- Official implementation for LaCo (EMNLP 2024 Findings)☆22Oct 3, 2024Updated 2 years ago
- Adversarial Attack for Pre-trained Code Models☆10Jul 19, 2022Updated 4 years ago
- Official repository for the paper: "You Only Prune Once: Designing Calibration-Free Model Compression With Policy Learning" [ICLR 2025]☆10Apr 13, 2025Updated last year
- 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.
- Unofficial implementations of block/layer-wise pruning methods for LLMs.☆78Apr 29, 2024Updated 2 years ago
- Source code of NeurIPS 2022 accepted paper "AD-DROP: Attribution-Driven Dropout for Robust Language Model Fine-Tuning"☆23Oct 12, 2022Updated 4 years ago
- Data and code for "Chain-of-Thought in Neural Code Generation: From and For Lightweight Language Models", which accepted in TSE.☆16Jul 3, 2024Updated 2 years ago
- Official implementation of the ICLR paper "Streamlining Redundant Layers to Compress Large Language Models"☆45May 1, 2025Updated last year
- Backdooring Neural Code Search☆14Sep 8, 2023Updated 3 years ago
- [ICML24] Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for LLMs☆100Nov 25, 2024Updated last year
- [CVPR '23 Highlight] Official repository for the paper "Quantum Multi-Model Fitting".☆12Mar 7, 2025Updated last year
- Automated Identification of Redundant Layer Blocks for Pruning in Large Language Models☆269Apr 23, 2024Updated 2 years ago
- [NeurIPS 2024] Search for Efficient LLMs☆16Jan 16, 2025Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- TorusE☆15Apr 10, 2019Updated 7 years ago
- [ACL 2024] Not All Experts are Equal: Efficient Expert Pruning and Skipping for Mixture-of-Experts Large Language Models☆124May 24, 2024Updated 2 years ago
- EMNLP'2023: Explore-Instruct: Enhancing Domain-Specific Instruction Coverage through Active Exploration☆36Mar 10, 2024Updated 2 years ago
- Official Pytorch Implementation of Our Paper Accepted at ICLR 2024-- Dynamic Sparse No Training: Training-Free Fine-tuning for Sparse LLM…☆51Apr 9, 2024Updated 2 years ago
- The official implementation of the paper "Towards Efficient Mixture of Experts: A Holistic Study of Compression Techniques (TMLR)".☆92Oct 2, 2026Updated 3 weeks ago
- [ICLR 2026] Empowering Small VLMs to Think with Dynamic Memorization and Exploration☆20Mar 18, 2026Updated 7 months ago
- Code for SFT and RL☆12Jun 22, 2025Updated last year
- [ACL 2023] How Well Apply Simple MLP to Incomplete Utterance Rewriting?☆10Jul 14, 2023Updated 3 years ago
- A simple and effective LLM pruning approach.☆882Aug 9, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [ICLR 2025] Official implementation of paper "Dynamic Low-Rank Sparse Adaptation for Large Language Models".☆25Mar 16, 2025Updated last year
- [NeurIPS 2023] LLM-Pruner: On the Structural Pruning of Large Language Models. Support Llama-3/3.1, Llama-2, LLaMA, BLOOM, Vicuna, Baich…☆1,142Oct 7, 2024Updated 2 years ago
- Official Repo for SparseLLM: Global Pruning of LLMs (NeurIPS 2024)☆71Mar 27, 2025Updated last year
- [ICLR2025]: OSTQuant: Refining Large Language Model Quantization with Orthogonal and Scaling Transformations for Better Distribution Fitt…☆96Apr 8, 2025Updated last year
- ☆11Feb 19, 2023Updated 3 years ago
- An unofficial re-implementation of Graph Structure of Neural Networks (Jiaxuan You · Kaiming He · Jure Leskovec · Saining Xie) ICML 2020☆10Jul 27, 2020Updated 6 years ago
- [NAACL 2025 Main Selected Oral] Repository for the paper: Prompt Compression for Large Language Models: A Survey☆36May 18, 2025Updated last year
- ☆30Jul 22, 2024Updated 2 years ago
- ☆12Jul 22, 2026Updated 3 months ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- [CVPR '24] Official implementation of the paper "Multiflow: Shifting Towards Task-Agnostic Vision-Language Pruning".☆24Mar 7, 2025Updated last year
- Source code for the COLING 2022 paper "KGE-CL: Contrastive Learning of Tensor Decomposition Based Knowledge Graph Embeddings".☆24Oct 29, 2022Updated 4 years ago
- NAACL2021-Temporal Knowledge Graph Completion using a Linear TemporalRegularizer and Multivector Embeddings☆20Jan 27, 2022Updated 4 years ago
- ☆37Jan 15, 2026Updated 9 months ago
- ☆11Jan 21, 2021Updated 5 years ago
- ☆64Dec 15, 2024Updated last year
- This is the official repo for "Differentiable Model Scaling using Differentiable Topk"☆12May 16, 2024Updated 2 years ago