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    • Python
      01200Updated Dec 9, 2024Dec 9, 2024
    • The UW SAMPL group's website.
      HTML
      Other
      19440Updated Nov 12, 2024Nov 12, 2024
    • vidur

      Public
      A large-scale simulation framework for LLM inference
      Python
      MIT License
      51000Updated Oct 10, 2024Oct 10, 2024
    • gpt-fast

      Public
      Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.
      Python
      BSD 3-Clause "New" or "Revised" License
      521100Updated Oct 4, 2024Oct 4, 2024
    • Rust
      MIT License
      0300Updated Jun 8, 2024Jun 8, 2024
    • Rust
      MIT License
      0000Updated Apr 27, 2024Apr 27, 2024
    • Doing simple retrieval from LLM models at various context lengths to measure accuracy
      Jupyter Notebook
      Other
      177000Updated Apr 23, 2024Apr 23, 2024
    • yarn

      Public
      YaRN: Efficient Context Window Extension of Large Language Models
      Python
      MIT License
      118000Updated Apr 5, 2024Apr 5, 2024
    • yosys

      Public
      Yosys Open SYnthesis Suite
      C++
      ISC License
      896121Updated Feb 5, 2024Feb 5, 2024
    • Python
      1191Updated Jan 15, 2024Jan 15, 2024
    • pytorch

      Public
      Dynamic tensor rematerialization, implemented as a pytorch fork
      C++
      Other
      2678Updated Nov 18, 2023Nov 18, 2023
    • 3la-tvm

      Public
      Fork of TVM for 3LA BYOC extensions
      Python
      Apache License 2.0
      0106Updated Nov 5, 2023Nov 5, 2023
    • Example showing the different stages of Relay and TVM IR for a single program.
      Python
      1203Updated Aug 14, 2023Aug 14, 2023
    • Jupyter Notebook
      1003Updated Aug 14, 2023Aug 14, 2023
    • Dynamic Tensor Rematerialization prototype (modified PyTorch) and simulator. Paper: https://arxiv.org/abs/2006.09616
      Python
      1613025Updated Jul 6, 2023Jul 6, 2023
    • Demo of Yosys+Lakeroad integration for Yosys team.
      Dockerfile
      0000Updated May 3, 2023May 3, 2023
    • SparseTIR

      Public
      SparseTIR: Sparse Tensor Compiler for Deep Learning
      Python
      Apache License 2.0
      14133341Updated Mar 31, 2023Mar 31, 2023
    • FlexGen

      Public
      Running large language models on a single GPU for throughput-oriented scenarios.
      Python
      Apache License 2.0
      555000Updated Mar 26, 2023Mar 26, 2023
    • Repository for artifact evaluation of ASPLOS 2023 paper "SparseTIR: Composable Abstractions for Sparse Compilation in Deep Learning"
      Python
      MIT License
      62400Updated Feb 24, 2023Feb 24, 2023
    • marius

      Public
      Large scale graph learning on a single machine.
      C++
      Apache License 2.0
      45000Updated Nov 22, 2022Nov 22, 2022
    • calyx

      Public
      Intermediate Language (IL) for Hardware Accelerator Generators
      Rust
      MIT License
      52000Updated Nov 16, 2022Nov 16, 2022
    • dahlia

      Public
      Time-sensitive affine types for predictable hardware generation
      Scala
      MIT License
      8000Updated Nov 13, 2022Nov 13, 2022
    • FOSS architecture definitions of FPGA hardware useful for doing PnR device generation.
      Jupyter Notebook
      ISC License
      113000Updated Nov 3, 2022Nov 3, 2022
    • nexus

      Public
      C++
      Other
      238331Updated Sep 23, 2022Sep 23, 2022
    • Jupyter Notebook
      3000Updated Sep 14, 2022Sep 14, 2022
    • Verilog
      Apache License 2.0
      30000Updated Aug 24, 2022Aug 24, 2022
    • This is mainly a simulation library of xilinx primitives that are verilator compatible.
      Verilog
      14100Updated Jul 19, 2022Jul 19, 2022
    • SOFA

      Public
      SOFA (Skywater Opensource FPGAs) based on Skywater 130nm PDK and OpenFPGA
      Verilog
      MIT License
      28000Updated Jul 2, 2022Jul 2, 2022
    • circt

      Public
      Circuit IR Compilers and Tools
      C++
      Other
      305000Updated Jun 30, 2022Jun 30, 2022
    • A repository containing examples and benchmarks for Relay.
      Python
      Apache License 2.0
      5745Updated May 26, 2022May 26, 2022