Pinned Repositories
Comprehensive-Vocab-CLI
Comprehensive-Vocab-CLI is a command-line tool designed to help you learn and remember new words and their meanings. You can input a word, and the tool will provide you with the meaning of the word, synonyms, antonyms, and usage of the word. It also has the ability to play the pronunciation of the word.
DeepLearning.AI-Course-Playground
This repository contains the Roadmap, Notes, and Playgrounds for the short course on the DeepLearning.AI platform
gpt-researcher
GPT based autonomous agent that does online comprehensive research on any given topic
Liger-Kernel
Efficient Triton Kernels for LLM Training
Liger-Kernel-Study-and-Demo
This repository contains code, experiments, and a report for a study on the Liger Kernel and its application in memory-efficient training of Large Language Models (LLMs). The report analyzes the Liger Kernel's techniques, including fused kernel operations and chunking strategies, and demonstrates its impact on memory usage and throughput.
Long-Context-LLM-Finetuning-Study
This repository is for studying how to efficiently fine-tune long-context LLMs (e.g., Llama 3.1 8B for a 128K context length) on commodity machines (e.g., 8x V100).
smol-course
A course on aligning smol models.
Sparse-Matrix-Pytorch-Extension
This project is the course project for Parallel Programming in NYCU CSIE. It focuses on optimizing the PyTorch CPU SPMM algorithm for parallel execution by conducting analysis and benchmarking on our implementation.
Tensor-Dumper
Tensors-Analyzer
DandinPower's Repositories
DandinPower/113-1-Artificial-Intelligence-Midterm
DandinPower/DeepLearning.AI-Course-Playground
This repository contains the Roadmap, Notes, and Playgrounds for the short course on the DeepLearning.AI platform
DandinPower/GPT-Researcher-Test
DandinPower/Safetensor-Parser
DandinPower/Tensor-Dumper
DandinPower/Tensors-Analyzer
DandinPower/Comprehensive-Vocab-CLI
Comprehensive-Vocab-CLI is a command-line tool designed to help you learn and remember new words and their meanings. You can input a word, and the tool will provide you with the meaning of the word, synonyms, antonyms, and usage of the word. It also has the ability to play the pronunciation of the word.
DandinPower/gpt-researcher
GPT based autonomous agent that does online comprehensive research on any given topic
DandinPower/Liger-Kernel
Efficient Triton Kernels for LLM Training
DandinPower/112-2-Computer-Vision
DandinPower/112-2-CV-Project
DandinPower/112-2-DeepLearning
DandinPower/113-1-Artificial-Intelligence
DandinPower/113-1-Data-Visualization
DandinPower/Bert-GLUE-Benchmark
DandinPower/cuda-bandwidth-benchmark
DandinPower/DandinPower
DandinPower/DataMining-TextClassification-Dataset
DandinPower/Email-Read-Automation
DandinPower/gpu-training-vram-observation
DandinPower/MMAP-IO-Benchmark
DandinPower/Noise-Datasets
DandinPower/Pytorch-CUDA-CUDNN-Installation-Test
This repository is a simple test to check if Pytorch is installed correctly with CUDA and cuDNN.
DandinPower/Pytorch-NCCL-Test
This repository is a simple test to check if Pytorch is installed correctly with NCCL.
DandinPower/Shared-Memory-Test
DandinPower/Taiwanese-ASR-Datasets
DandinPower/TETC-Experiments
DandinPower/webpage
DandinPower/Whisper-Finetuning
DandinPower/ZH-Reading-Comprehension-Dataset