☆171Feb 15, 2025Updated last year
Alternatives and similar repositories for TEAL
Users that are interested in TEAL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆33Nov 11, 2024Updated last year
- ☆40Aug 27, 2024Updated 2 years ago
- SpInfer: Leveraging Low-Level Sparsity for Efficient Large Language Model Inference on GPUs☆70Mar 25, 2025Updated last year
- [ACL 2025] Squeezed Attention: Accelerating Long Prompt LLM Inference☆58Nov 20, 2024Updated last year
- ☆360Apr 2, 2024Updated 2 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 Pytorch Implementation of "Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity"☆82Jul 7, 2025Updated last year
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆404Jul 10, 2025Updated last year
- [NeurIPS 24 Spotlight] MaskLLM: Learnable Semi-structured Sparsity for Large Language Models☆190Jan 1, 2025Updated last year
- Fast Matrix Multiplications for Lookup Table-Quantized LLMs☆394Apr 13, 2025Updated last year
- 16-fold memory access reduction with nearly no loss☆107Mar 26, 2025Updated last year
- An algorithm for weight-activation quantization (W4A4, W4A8) of LLMs, supporting both static and dynamic quantization☆177Nov 26, 2025Updated 9 months ago
- [AAAI 2024] Fluctuation-based Adaptive Structured Pruning for Large Language Models☆76Jan 6, 2024Updated 2 years ago
- ☆20Dec 24, 2024Updated last year
- Fast Hadamard transform in CUDA, with a PyTorch interface☆348Mar 10, 2026Updated 5 months 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.
- Boosting 4-bit inference kernels with 2:4 Sparsity☆101Sep 4, 2024Updated last year
- ☆166Jul 22, 2024Updated 2 years ago
- A sparse attention kernel supporting mix sparse patterns☆548Jan 18, 2026Updated 7 months ago
- KV cache compression for high-throughput LLM inference☆160Feb 5, 2025Updated last year
- ☆206Dec 5, 2024Updated last year
- [MLSys'25] QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving; [MLSys'25] LServe: Efficient Long-sequence LLM Se…☆854Mar 6, 2025Updated last year
- Efficient 2:4 sparse training algorithms and implementations☆63Dec 8, 2024Updated last year
- ☆21Apr 27, 2026Updated 4 months ago
- Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding (EMNLP 2023 Long)☆67Sep 28, 2024Updated last year
- 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] A novel QAT with Self-Distillation framework to enhance ultra low-bit LLMs.☆140May 16, 2024Updated 2 years ago
- ☆51May 20, 2025Updated last year
- ☆44Jun 14, 2026Updated 2 months ago
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆186Jul 12, 2024Updated 2 years ago
- A simple and effective LLM pruning approach.☆872Aug 9, 2024Updated 2 years ago
- Code for Neurips24 paper: QuaRot, an end-to-end 4-bit inference of large language models.☆532Nov 26, 2024Updated last year
- Cold Compress is a hackable, lightweight, and open-source toolkit for creating and benchmarking cache compression methods built on top of…☆152Aug 9, 2024Updated 2 years ago
- [ICML 2025] XAttention: Block Sparse Attention with Antidiagonal Scoring☆283Jul 6, 2025Updated last year
- [ICLR2025]: OSTQuant: Refining Large Language Model Quantization with Orthogonal and Scaling Transformations for Better Distribution Fitt…☆95Apr 8, 2025Updated last year
- 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.
- [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache☆431Nov 20, 2025Updated 9 months ago
- Helpful tools and examples for working with flex-attention☆1,229Updated this week
- Fast low-bit matmul kernels in Triton☆484Aug 9, 2026Updated 2 weeks ago
- ☆115Apr 19, 2024Updated 2 years ago
- Official Implementation of ACL2023: Don't Parse, Choose Spans! Continuous and Discontinuous Constituency Parsing via Autoregressive Span …☆14Aug 25, 2023Updated 3 years ago
- [NeurIPS'24 Spotlight, ICLR'25, ICML'25] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention…☆1,226Apr 8, 2026Updated 4 months ago
- [ICML 2025 Spotlight] ShadowKV: KV Cache in Shadows for High-Throughput Long-Context LLM Inference☆313May 1, 2025Updated last year