Unofficial implementation of https://arxiv.org/pdf/2407.14679
☆53Sep 7, 2024Updated last year
Alternatives and similar repositories for Compact-Language-Models-via-Pruning-and-Knowledge-Distillation
Users that are interested in Compact-Language-Models-via-Pruning-and-Knowledge-Distillation are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The code for paper "LLM-Neo: Parameter Efficient Knowledge Distillation for Large Language Models"☆15Mar 2, 2025Updated last year
- Official PyTorch implementation of CD-MOE☆12Mar 18, 2026Updated 5 months ago
- A family of compressed models obtained via pruning and knowledge distillation☆386Nov 6, 2025Updated 9 months ago
- A tiny easily hackable implementation of a feature dashboard.☆17Oct 21, 2025Updated 10 months ago
- ☆16Nov 14, 2025Updated 9 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.
- Code to reproduce the experiments of the ICLR24-paper: "Sparse Model Soups: A Recipe for Improved Pruning via Model Averaging"☆12Oct 14, 2025Updated 10 months ago
- (ECCV2022) EAGAN: EAGAN: Efficient Two-stage Evolutionary Architecture Search for GANs☆12Sep 15, 2022Updated 3 years ago
- Official PyTorch code for "Vector Quantization Prompting for Continual Learning (NeurIPS2024)".☆11Oct 16, 2024Updated last year
- x-transformers-paddle 2.x version☆10May 28, 2023Updated 3 years ago
- KDSS is the framework for knowledge distillation from LLMs☆12Nov 5, 2025Updated 9 months ago
- NLP @ TU Wien☆18Dec 11, 2024Updated last year
- [Preprint] Why is the State of Neural Network Pruning so Confusing? On the Fairness, Comparison Setup, and Trainability in Network Prunin…☆41Sep 9, 2025Updated 11 months ago
- Benchmarks for Macro Neural Architecture Search; used and described in the paper "Local Search is a Remarkably Strong Baseline for Neural…☆13Jul 25, 2024Updated 2 years ago
- ☆20Aug 16, 2021Updated 5 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆13Aug 9, 2022Updated 4 years ago
- Applying Evolutionary Computing to Embeddings of Diffusion Models☆16Jun 6, 2026Updated 2 months ago
- The reproduce for "AM-LFS: AutoML for Loss Function Search"☆14May 20, 2020Updated 6 years ago
- To appear in the 11th International Conference on Learning Representations (ICLR 2023).☆18Feb 24, 2023Updated 3 years ago
- This repo contains the source code for: Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs☆44Aug 14, 2024Updated 2 years ago
- ViT architecture with Mamba instead of transformer backbone☆17Dec 8, 2023Updated 2 years ago
- ☆12Jul 8, 2022Updated 4 years ago
- Efficient Expert Pruning for Sparse Mixture-of-Experts Language Models: Enhancing Performance and Reducing Inference Costs☆25Nov 11, 2025Updated 9 months ago
- 音声を文字起こししてChatGPTと会話したい☆22Mar 8, 2023Updated 3 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.
- Official code for the paper "Examining Post-Training Quantization for Mixture-of-Experts: A Benchmark"☆31Jun 30, 2025Updated last year
- The best ChatGPT that $100 can buy.☆58Aug 26, 2026Updated last week
- D^2-MoE: Delta Decompression for MoE-based LLMs Compression☆85Mar 25, 2025Updated last year
- Implementation of PGONAS for CVPR22W and RD-NAS for ICASSP23☆23Apr 25, 2023Updated 3 years ago
- Official implementation of the paper: "A deeper look at depth pruning of LLMs"☆15Jul 24, 2024Updated 2 years ago
- NDL古典籍OCR学習用データセット(みんなで翻刻加工データ)☆22Mar 13, 2026Updated 5 months ago
- Official Repo for SparseLLM: Global Pruning of LLMs (NeurIPS 2024)☆71Mar 27, 2025Updated last year
- Code for "Everybody Prune Now: Structured Pruning of LLMs with only Forward Passes"☆32Mar 28, 2024Updated 2 years ago
- This is a classifier focused on sentiment analysis of movie reviews☆13Jun 3, 2017Updated 9 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆23Oct 30, 2023Updated 2 years ago
- ☆16Aug 7, 2026Updated 3 weeks ago
- Official PyTorch implementation of "Meta-prediction Model for Distillation-Aware NAS on Unseen Datasets" (ICLR 2023 notable top 25%)☆26Mar 18, 2024Updated 2 years ago
- An implementation of <Group Fisher Pruning for Practical Network Compression> based on pytorch and mmcv☆18Nov 21, 2021Updated 4 years ago
- BitNet a4.8 Implementation in one file of pytorch☆26Jan 13, 2025Updated last year
- [NeurIPS 24 Spotlight] MaskLLM: Learnable Semi-structured Sparsity for Large Language Models☆190Jan 1, 2025Updated last year
- Repository for the Q-Filters method (https://arxiv.org/pdf/2503.02812)☆34Mar 7, 2025Updated last year