Code for studying the super weight in LLM
☆124Dec 3, 2024Updated last year
Alternatives and similar repositories for LLMSuperWeight
Users that are interested in LLMSuperWeight 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 accompanying the paper "Massive Activations in Large Language Models"☆205Mar 4, 2024Updated 2 years ago
- [EMNLP 2024] RoLoRA: Fine-tuning Rotated Outlier-free LLMs for Effective Weight-Activation Quantization☆40Sep 24, 2024Updated 2 years ago
- The official implementation of paper: SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.☆55Oct 18, 2024Updated last year
- Fast Matrix Multiplications for Lookup Table-Quantized LLMs☆395Apr 13, 2025Updated last year
- Code for the paper "A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis"☆20Jun 12, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- [ICLR'25] Code for KaSA, an official implementation of "KaSA: Knowledge-Aware Singular-Value Adaptation of Large Language Models"☆22Jan 16, 2025Updated last year
- Work in progress.☆82Nov 25, 2025Updated 10 months ago
- ☆171Feb 15, 2025Updated last year
- [TMLR 2025] When Attention Collapses: How Degenerate Layers in LLMs Enable Smaller, Stronger Models☆126Mar 6, 2026Updated 7 months ago
- [ICLR 2025] When Attention Sink Emerges in Language Models: An Empirical View (Spotlight)☆164Jul 8, 2025Updated last year
- [ACL 2024 Findings] Light-PEFT: Lightening Parameter-Efficient Fine-Tuning via Early Pruning☆13Sep 2, 2024Updated 2 years ago
- An algorithm for weight-activation quantization (W4A4, W4A8) of LLMs, supporting both static and dynamic quantization☆178Nov 26, 2025Updated 10 months ago
- ☆16Apr 14, 2021Updated 5 years ago
- [ICLR2025] γ -MOD: Mixture-of-Depth Adaptation for Multimodal Large Language Models☆46Oct 28, 2025Updated 11 months 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.
- [ACL 2024] Unveiling Linguistic Regions in Large Language Models☆34Jun 9, 2024Updated 2 years ago
- Paper dataset for "Factored Verification: Detecting and Reducing Hallucination in Summaries of Academic Papers"☆13Oct 20, 2024Updated last year
- [ICML 2024] When Linear Attention Meets Autoregressive Decoding: Towards More Effective and Efficient Linearized Large Language Models☆35Jun 12, 2024Updated 2 years ago
- Beyond KV Caching: Shared Attention for Efficient LLMs☆20Jul 19, 2024Updated 2 years ago
- Copyright-free Artificial Lyrics Dataset (ISMIR 2024 LBD)☆12Sep 1, 2024Updated 2 years ago
- ☆13Jul 2, 2025Updated last year
- Codebase for ICML'24 paper: Learning from Students: Applying t-Distributions to Explore Accurate and Efficient Formats for LLMs☆28Jun 25, 2024Updated 2 years ago
- ☆44Jun 14, 2026Updated 3 months ago
- ☆194Jun 22, 2025Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- PyTorch code for our paper "Progressive Binarization with Semi-Structured Pruning for LLMs"☆13Jul 11, 2026Updated 3 months ago
- Residual vector quantization for KV cache compression in large language model☆12Oct 22, 2024Updated last year
- ☆25Oct 31, 2024Updated last year
- Muon in Int8 Precision Made Possible☆20Jun 18, 2026Updated 3 months ago
- The Benefits of a Concise Chain of Thought on Problem Solving in Large Language Models☆26Nov 25, 2024Updated last year
- ☆19Jan 3, 2025Updated last year
- [KDD'21] Official PyTorch implementation for "Data Poisoning Attack against Recommender System Using Incomplete and Perturbed Data".☆13Sep 19, 2021Updated 5 years ago
- [ICLR 2025] DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads☆541Feb 10, 2025Updated last year
- ☆129Mar 18, 2026Updated 6 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- The official implementation of the DAC 2024 paper GQA-LUT☆26Dec 20, 2024Updated last year
- DLER: Doing Length pEnalty Right - Incentivizing More Intelligence per Token via Reinforcement Learning☆20Nov 11, 2025Updated 11 months ago
- ☆38May 21, 2026Updated 4 months ago
- Activation-aware Singular Value Decomposition for Compressing Large Language Models☆94Oct 22, 2024Updated last year
- Official implementation of the paper "Instructions are all you need: Self-supervised Reinforcement Learning for Instruction Following"☆40Jan 11, 2026Updated 9 months ago
- Code for paper "Unraveling Cross-Modality Knowledge Conflicts in Large Vision-Language Models."☆55Oct 19, 2024Updated last year
- [ICML 2025] Official PyTorch implementation of "FlatQuant: Flatness Matters for LLM Quantization"☆228Nov 25, 2025Updated 10 months ago