Wenlin Yao's starred repositories
llama3-from-scratch
llama3 implementation one matrix multiplication at a time
awesome-multimodal-ml
Reading list for research topics in multimodal machine learning
Chinese-Vicuna
Chinese-Vicuna: A Chinese Instruction-following LLaMA-based Model —— 一个中文低资源的llama+lora方案,结构参考alpaca
llm-workflow-engine
Power CLI and Workflow manager for LLMs (core package)
AlphaCodium
Official implementation for the paper: "Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering""
helm
Holistic Evaluation of Language Models (HELM), a framework to increase the transparency of language models (https://arxiv.org/abs/2211.09110). This framework is also used to evaluate text-to-image models in HEIM (https://arxiv.org/abs/2311.04287) and vision-language models in VHELM (https://arxiv.org/abs/2410.07112).
Megatron-LLM
distributed trainer for LLMs
WebVoyager
Code for "WebVoyager: WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models"
TencentLLMEval
TencentLLMEval is a comprehensive and extensive benchmark for artificial evaluation of large models that includes task trees, standards, data verification methods, and more.
d3-collapsible-tree-demo
Example of displaying data in a collapsible tree using D3.js
zhihu-topicTree-visualization
知乎话题树可视化
EMNLP21_SemEq
This repo is the code release of EMNLP 2021 conference paper "Connect-the-Dots: Bridging Semantics between Words and Definitions via Aligning Word Sense Inventories".
EMNLP20-SubeventAcquisition
This is the release of the EMNLP2020 paper "Weakly Supervised Subevent Knowledge Acquisition"
EventCommonSenseKnowledge_dissertation
All event relational knowledge extracted by previous papers (in Ph.D. dissertation). This knowledge include subevent, temporal, and causal relations between events.
AAAI20-EventRecognitionForDisaster
AAAI 2020: Weakly-supervised Fine-grained Event Recognition on Social Media for Disaster Management