Codebase for ICML'24 paper: Learning from Students: Applying t-Distributions to Explore Accurate and Efficient Formats for LLMs
☆27Jun 25, 2024Updated last year
Alternatives and similar repositories for llm-datatypes
Users that are interested in llm-datatypes are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- UniSparse: An Intermediate Language for General Sparse Format Customization (OOPSLA'24)☆33Nov 12, 2024Updated last year
- GARNET: Reduced-Rank Topology Learning for Robust and Scalable Graph Neural Networks☆36Oct 1, 2023Updated 2 years ago
- Hop-Wise Graph Attention for Scalable and Generalizable Learning on Circuits☆35Aug 25, 2024Updated last year
- Graph-learning assisted instruction vulnerability estimation published in DATE 2020☆14Dec 6, 2020Updated 5 years ago
- A Generic Distributed Auto-Tuning Infrastructure☆24Jul 29, 2021Updated 4 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.
- ☆11Oct 28, 2021Updated 4 years ago
- Using e-graphs for logic synthesis (ICCAD'25)☆34May 7, 2026Updated 2 weeks ago
- QuickEst repository: Quick Estimation of Quality of Results☆27Oct 23, 2018Updated 7 years ago
- Conditional channel- and precision-pruning on neural networks☆71Mar 4, 2020Updated 6 years ago
- DNN quantization with outlier channel splitting (ICML'19)☆114Mar 21, 2020Updated 6 years ago
- GraphZoom: A Multi-level Spectral Approach for Accurate and Scalable Graph Embedding (ICLR'20 Oral)☆113Mar 24, 2023Updated 3 years ago
- ☆10Nov 27, 2024Updated last year
- ☆46Mar 21, 2020Updated 6 years ago
- [EMNLP 2024] RoLoRA: Fine-tuning Rotated Outlier-free LLMs for Effective Weight-Activation Quantization☆39Sep 24, 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.
- Rosetta: A Realistic High-level Synthesis Benchmark Suite for Software Programmable FPGAs (FPGA'18)☆173Nov 7, 2023Updated 2 years ago
- High-Performance Sparse Linear Algebra on HBM-Equipped FPGAs Using HLS☆100Sep 27, 2024Updated last year
- PyTorch compilation tutorial covering TorchScript, torch.fx, and Slapo☆17Mar 13, 2023Updated 3 years ago
- SmoothE: Differentiable E-Graph Extraction (ASPLOS'25 Best Paper)☆33Jan 15, 2026Updated 4 months ago
- A graph linear algebra overlay☆52Apr 26, 2023Updated 3 years ago
- ☆17Feb 3, 2023Updated 3 years ago
- Quantization in the Jagged Loss Landscape of Vision Transformers☆13Oct 22, 2023Updated 2 years ago
- [PACT'24] GraNNDis. A fast and unified distributed graph neural network (GNN) training framework for both full-batch (full-graph) and min…☆10Aug 13, 2024Updated last year
- 📥 🎯 (1,4/4) an MLIR-based toolchain with Vitis HLS LLVM input/output targeting FPGAs.☆15Nov 15, 2022Updated 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.
- Open-source AI acceleration on FPGA: from ONNX to RTL☆54May 14, 2026Updated last week
- FracBNN: Accurate and FPGA-Efficient Binary Neural Networks with Fractional Activations☆99Oct 2, 2021Updated 4 years ago
- ☆15Oct 26, 2022Updated 3 years ago
- Allo Accelerator Design and Programming Framework (PLDI'24)☆377May 13, 2026Updated last week
- [DATE 2023] Pipe-BD: Pipelined Parallel Blockwise Distillation☆12Jul 13, 2023Updated 2 years ago
- Intel Gaudi's Megatron DeepSpeed Large Language Models for training☆18Dec 19, 2024Updated last year
- HeteroHalide: From Image Processing DSL to Efficient FPGA Acceleration☆15Sep 14, 2020Updated 5 years ago
- generating hardware accelerators for pangenomic graph queries☆43Updated this week
- DATuner Repository☆17Sep 9, 2018Updated 7 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.
- DOSA: Differentiable Model-Based One-Loop Search for DNN Accelerators☆19Oct 10, 2024Updated last year
- Differentiable Combinatorial Scheduling at Scale (ICML'24). Mingju Liu, Yingjie Li, Jiaqi Yin, Zhiru Zhang, Cunxi Yu.☆22Oct 31, 2024Updated last year
- [FPGA'21] CoDeNet is an efficient object detection model on PyTorch, with SOTA performance on VOC and COCO based on CenterNet and Co-Desi…☆28Feb 7, 2023Updated 3 years ago
- Binarized Convolutional Neural Networks on Software-Programmable FPGAs (FPGA'17)☆314Nov 16, 2020Updated 5 years ago
- Agentic Benchmark for LLM-Crafted Heuristics in Combinatorial Optimization (ICLR'26)☆81Apr 25, 2026Updated 3 weeks ago
- HW/SW co-designed end-host RPC stack☆20Oct 28, 2021Updated 4 years ago
- PPoPP24 AGAThA: Fast and Efficient GPU Acceleration of Guided Sequence Alignment for Long Read Mapping☆22May 8, 2024Updated 2 years ago