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Name: Xiaoyu Yang
Type: User
Company: Cresta
Bio: NLP / DL
Twitter: xiaoyu_ariel
Location: Toronto, CA
Name: Xiaoyu Yang
Type: User
Company: Cresta
Bio: NLP / DL
Twitter: xiaoyu_ariel
Location: Toronto, CA
Instruct-tune LLaMA on consumer hardware
Let ChatGPT teach your own chatbot in hours with a single GPU!
code for the NAACL 2021 paper Compositional Generalization for Neural Semantic Parsing via Span-level Supervised Attention by Microsoft Semantic Machines.
Code for EMNLP2021 Findings paper "Exploring Decomposition for Table-based Fact Verification"
ACL'2021: Learning Dense Representations of Phrases at Scale; EMNLP'2021: Phrase Retrieval Learns Passage Retrieval, Too https://arxiv.org/abs/2012.12624
Implementation of the ESIM model for natural language inference with PyTorch
A library for efficient similarity search and clustering of dense vectors.
GloVe model for distributed word representation
Simple Text-Generator with OpenAI gpt-2 Pytorch Implementation
Dataset and code for EMNLP2020 paper "HybridQA: A Dataset of Multi-Hop Question Answeringover Tabular and Textual Data"
LLaMA-TRL: Fine-tuning LLaMA with PPO and LoRA
Code for WACV 2021 Paper "Meta Module Network for Compositional Visual Reasoning"
Notes for Machine Learning Engineering for Production (MLOps) Specialization course by DeepLearning.AI & Andrew Ng
Data and code for Natural Language Inference with Multiple Premises
NeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM-based conversational systems.
Code for our TACL-2022 paper.
Code for the EMNLP 2020 paper "Program Enhanced Fact Verification with Verbalization and Graph Attention Network"
🐙 Guides, papers, lecture, notebooks and resources for prompt engineering
Lucene open-domain QA retrieval in python
Data and baseline code for SemEval-2020 Task 5: Modelling Causal Reasoning in Language: Detecting Counterfactuals
Stopwords for 50 languages in JSON format
High-level system design and object-oriented design
Data and Code for ICLR2020 Paper "TabFact: A Large-scale Dataset for Table-based Fact Verification"
Implementation of the paper Tree Transformer
A full pipeline to finetune Vicuna LLM with LoRA and RLHF on consumer hardware. Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the Vicuna architecture. Basically ChatGPT but with Vicuna
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.