[EMNLP 2024] Quantize LLM to extremely low-bit, and finetune the quantized LLMs
☆15Jul 18, 2024Updated last year
Alternatives and similar repositories for ApiQ
Users that are interested in ApiQ are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PyTorch implementation of StableMask (ICML'24)☆15Jun 27, 2024Updated last year
- [NeurIPS 2024] VeLoRA : Memory Efficient Training using Rank-1 Sub-Token Projections☆22Oct 15, 2024Updated last year
- [ ICLR 2025 ] Making LLMs More Effective with Hierarchical Mixture of LoRA Experts☆32Oct 9, 2025Updated 8 months ago
- ☆21Oct 13, 2024Updated last year
- ☆33Nov 11, 2024Updated last year
- 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.
- [CVPR 2025] Efficient Personalization of Quantized Diffusion Model without Backpropagation☆17Mar 31, 2025Updated last year
- Low-Rank Llama Custom Training☆23Mar 27, 2024Updated 2 years ago
- Code and Data release for "Improving Multilingual Translation by Representation and Gradient Regularization" (Yang et al. EMNLP 2021), an…☆13Aug 12, 2024Updated last year
- [NeurIPS 2024 Oral🔥] DuQuant: Distributing Outliers via Dual Transformation Makes Stronger Quantized LLMs.☆181Apr 24, 2026Updated last month
- [ICLR 2025] Official implementation of paper "Dynamic Low-Rank Sparse Adaptation for Large Language Models".☆25Mar 16, 2025Updated last year
- ☆20Feb 2, 2026Updated 4 months ago
- Code for ACL 2024 accepted paper titled "SAPT: A Shared Attention Framework for Parameter-Efficient Continual Learning of Large Language …☆40Jan 13, 2025Updated last year
- The code for "AttentionPredictor: Temporal Pattern Matters for Efficient LLM Inference", Qingyue Yang, Jie Wang, Xing Li, Zhihai Wang, Ch…☆29Jul 15, 2025Updated 11 months ago
- ☆10Apr 16, 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.
- MiSS is a novel PEFT method that features a low-rank structure but introduces a new update mechanism distinct from LoRA, achieving an exc…☆35Mar 9, 2026Updated 3 months ago
- Preprint: Asymmetry in Low-Rank Adapters of Foundation Models☆41Feb 27, 2024Updated 2 years ago
- [NeurIPS '25] Multi-Token Prediction Needs Registers☆29Dec 14, 2025Updated 6 months ago
- [ICML2025] LoRA fine-tune directly on the INT4 models.☆41Nov 25, 2024Updated last year
- An algorithm for weight-activation quantization (W4A4, W4A8) of LLMs, supporting both static and dynamic quantization☆175Nov 26, 2025Updated 6 months ago
- ICLR 2025☆30May 21, 2025Updated last year
- [SIGGRAPH ASIA 2025] This is the official implementation of the SIGGRAPH ASIA 2025 : Hierarchical Neural Semantic Representation for 3D S…☆19Dec 21, 2025Updated 5 months ago
- ☆25Oct 31, 2024Updated last year
- Tuning-Free Image Editing with Fidelity and Editability via Unified Latent Diffusion Model☆13Dec 29, 2024Updated last year
- 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.
- [EMNLP 25] An effective and interpretable weight-editing method for mitigating overly short reasoning in LLMs, and a mechanistic study un…☆19Dec 17, 2025Updated 6 months ago
- A minimal re-implementation of orthogonal fine-tuning (OFT), a diffusion method, for LLMs. Based on nanoGPT and minLoRA.☆14Nov 17, 2023Updated 2 years ago
- ☆14May 4, 2024Updated 2 years ago
- [ICLR'25] ARB-LLM: Alternating Refined Binarizations for Large Language Models☆30Aug 5, 2025Updated 10 months ago
- Offical implementation of "MetaLA: Unified Optimal Linear Approximation to Softmax Attention Map" (NeurIPS2024 Oral)☆36Jan 18, 2025Updated last year
- [NeurIPS 2025] Think Silently, Think Fast: Dynamic Latent Compression of LLM Reasoning Chains☆97Mar 27, 2026Updated 2 months ago
- Representation Surgery for Multi-Task Model Merging. ICML, 2024.☆48Oct 10, 2024Updated last year
- Codebase for ICML submission "DOGE: Domain Reweighting with Generalization Estimation"☆21Feb 29, 2024Updated 2 years ago
- A toolkit implementing advanced methods to transfer models and model knowledge across tokenizers.☆69Jul 6, 2025Updated 11 months 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.
- Exploring the Limitations of Large Language Models on Multi-Hop Queries☆33Mar 2, 2025Updated last year
- CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for task-aware parameter-efficient fine-tuning(NeurIPS 2024)☆56Jan 13, 2025Updated last year
- Prune transformer layers☆74May 30, 2024Updated 2 years ago
- ☆54Jul 18, 2024Updated last year
- ☆11Feb 26, 2024Updated 2 years ago
- flex-block-attn: an efficient block sparse attention computation library☆131Dec 26, 2025Updated 5 months ago
- An adaptive sampling framework for Reinforce-style LLM post training.☆96Nov 29, 2025Updated 6 months ago