ganler
PhD student @Illinois. Simplifying the making of great software.
University of Illinois Urbana-ChampaignSan Jose, CA
Pinned Repositories
tvm
Open deep learning compiler stack for cpu, gpu and specialized accelerators
evalplus
Rigourous evaluation of LLM-synthesized code - NeurIPS 2023 & COLM 2024
repoqa
RepoQA: Evaluating Long-Context Code Understanding
GanlerCS
Some CS notes during Jiawei's undergrad.
ResearchReading
General system research material (not limited to paper) reading notes.
SPTraining-VisionGroup
thread_pools
🚀A header only thread pool library implemented with modern C++. Fast and easy to use.
magicoder
[ICML'24] Magicoder: Empowering Code Generation with OSS-Instruct
nnsmith
Automatic DNN generation for fuzzing and more
tzer
Tzer: TVM Implementation of "Coverage-Guided Tensor Compiler Fuzzing with Joint IR-Pass Mutation (OOPSLA'22)“.
ganler's Repositories
ganler/memcov
Collect simple coverage information in memory.
ganler/nnsmith-asplos-artifact
https://nnsmith-asplos.rtfd.io Artifact of "NNSmith: Generating Diverse and Valid Test Cases for Deep Learning Compilers" ASPLOS'23
ganler/mini-kint
Enhanced implementation of Kint in LLVM-14, in C++17.
ganler/GoogleMLCampProject
Image Filter: project for 2020 Google ML winter camp.
ganler/ganler
ganler/vllm_now
Ganler's vLLM utilities.
ganler/neuri-artifact
Artifact for ESEC/FSE'23 paper "NeuRI: Diversifying DNN Generation via Inductive Rule Inference"
ganler/nnsmith-logo
ganler/notify-free-gpu
A telegram bot that sends you a message when the GPU is in use
ganler/nvim
Do https://github.com/junegunn/vim-plug#neovim first!
ganler/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
ganler/release
ganler/tvm
Open deep learning compiler stack for cpu, gpu and specialized accelerators
ganler/AMOS
Automatic Mapping Generation, Verification, and Exploration for ISA-based Spatial Accelerators
ganler/awesome-tensor-compilers
A list of awesome compiler projects and papers for tensor computation and deep learning.
ganler/bigcode-evaluation-harness
A framework for the evaluation of autoregressive code generation language models.
ganler/cceval
CrossCodeEval: A Diverse and Multilingual Benchmark for Cross-File Code Completion
ganler/codellama
Inference code for CodeLlama models
ganler/commons-collections
Apache Commons Collections
ganler/evalplus
EvalPlus for rigourous evaluation of LLM-synthesized code
ganler/fuzzbench
FuzzBench - Fuzzer benchmarking as a service.
ganler/leptonai-sdk
The Lepton AI SDK to make building AI applications simple.
ganler/nnsmith
Automatic DNN generation for fuzzing and more.
ganler/onnxruntime
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
ganler/oss-fuzz
OSS-Fuzz - continuous fuzzing for open source software.
ganler/pycallingcards
Python package designed for single-cell calling cards data
ganler/relax
relax << ganler
ganler/sglang
SGLang is a fast serving framework for large language models and vision language models.
ganler/tensorflow
An Open Source Machine Learning Framework for Everyone
ganler/web-stable-diffusion
Bringing stable diffusion models to web browsers. Everything runs inside the browser with no server support.