[ACL 2024] Official PyTorch implementation of "IntactKV: Improving Large Language Model Quantization by Keeping Pivot Tokens Intact"
☆45May 24, 2024Updated last year
Alternatives and similar repositories for IntactKV
Users that are interested in IntactKV are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICML 2025] Official PyTorch implementation of "FlatQuant: Flatness Matters for LLM Quantization"☆214Nov 25, 2025Updated 5 months ago
- [NeurIPS 2024 Oral🔥] DuQuant: Distributing Outliers via Dual Transformation Makes Stronger Quantized LLMs.☆180Apr 24, 2026Updated last week
- ☆19Feb 4, 2025Updated last year
- Official implementation of the ACL Findings 2023 paper: Interpretable Automatic Fine-grained Inconsistency Detection in Text Summarizatio…☆14Jan 25, 2024Updated 2 years ago
- Code for Neurips24 paper: QuaRot, an end-to-end 4-bit inference of large language models.☆506Nov 26, 2024Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Multi-Candidate Speculative Decoding☆40Apr 22, 2024Updated 2 years ago
- Official implementation of the paper: "A deeper look at depth pruning of LLMs"☆15Jul 24, 2024Updated last year
- [ICLR 2024] Jaiswal, A., Gan, Z., Du, X., Zhang, B., Wang, Z., & Yang, Y. Compressing llms: The truth is rarely pure and never simple.☆27Apr 21, 2025Updated last year
- ☆47Nov 25, 2024Updated last year
- The source code of our ACL paper "A Training-free and Reference-free Summarization Evaluation Metric via Centrality-weighted Relevance an…☆14May 6, 2023Updated 3 years ago
- [COLM 2025] Official PyTorch implementation of "Quantization Hurts Reasoning? An Empirical Study on Quantized Reasoning Models"☆73Jul 8, 2025Updated 9 months ago
- Code implementation of GPTAQ (https://arxiv.org/abs/2504.02692)☆89Jul 28, 2025Updated 9 months ago
- ☆15Jul 16, 2021Updated 4 years ago
- The code repository of "MBQ: Modality-Balanced Quantization for Large Vision-Language Models"☆88Mar 17, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Source code of “Reinforcement Learning with Token-level Feedback for Controllable Text Generation (NAACL 2024)☆17Dec 8, 2024Updated last year
- The implementation for our paper, "Improving Simultaneous Machine Translation with Monolingual Data," accepted to AAAI 2023. 🎉☆12Jul 19, 2023Updated 2 years ago
- The Official Implementation of Ada-KV [NeurIPS 2025]☆132Nov 26, 2025Updated 5 months ago
- Official implementation of the EMNLP23 paper: Outlier Suppression+: Accurate quantization of large language models by equivalent and opti…☆51Oct 21, 2023Updated 2 years ago
- PyTorch implementation of PTQ4DiT https://arxiv.org/abs/2405.16005☆46Nov 8, 2024Updated last year
- ☆22Nov 26, 2025Updated 5 months ago
- Code Repository of Evaluating Quantized Large Language Models☆135Sep 8, 2024Updated last year
- [ICLR2026] The first W4A4KV4 quantized + 50% sparse LLMs!☆26Jan 26, 2026Updated 3 months ago
- The source code for ACL 2020 paper Exclusive Hierarchical Decoding for Deep Keyphrase Generation☆55Dec 8, 2022Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [NeurIPS 2024] KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization☆420Aug 13, 2024Updated last year
- ☆25Jun 10, 2025Updated 10 months ago
- ☆355Apr 2, 2024Updated 2 years ago
- ☆23Mar 7, 2025Updated last year
- An algorithm for weight-activation quantization (W4A4, W4A8) of LLMs, supporting both static and dynamic quantization☆171Nov 26, 2025Updated 5 months ago
- [ICML 2024] Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibrati…☆45Jun 30, 2024Updated last year
- ☆10Oct 20, 2023Updated 2 years ago
- Efficient retrieval head analysis with triton flash attention that supports topK probability☆13Jun 15, 2024Updated last year
- Witwicky: An implementation of Transformer in PyTorch.☆22Aug 17, 2020Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- triton ver of gqa flash attn, based on the tutorial☆12Aug 4, 2024Updated last year
- [ACL 2024] A novel QAT with Self-Distillation framework to enhance ultra low-bit LLMs.☆137May 16, 2024Updated last year
- [COLM 2024] TriForce: Lossless Acceleration of Long Sequence Generation with Hierarchical Speculative Decoding☆279Aug 31, 2024Updated last year
- PyTorch Quantization Framework For OCP MX Datatypes.☆16May 30, 2025Updated 11 months ago
- ☆18Oct 16, 2024Updated last year
- ATC23 AE☆45May 11, 2023Updated 2 years ago
- Tender: Accelerating Large Language Models via Tensor Decompostion and Runtime Requantization (ISCA'24)☆31Jul 4, 2024Updated last year