arielsho

alpaca-lora

Instruct-tune LLaMA on consumer hardware

baize-chatbot

Let ChatGPT teach your own chatbot in hours with a single GPU!

COGS

compositional-generalization-span-level-attention

code for the NAACL 2021 paper Compositional Generalization for Neural Semantic Parsing via Span-level Supervised Attention by Microsoft Semantic Machines.

Decomposition-Table-Reasoning

Code for EMNLP2021 Findings paper "Exploring Decomposition for Table-based Fact Verification"

DensePhrases

ACL'2021: Learning Dense Representations of Phrases at Scale; EMNLP'2021: Phrase Retrieval Learns Passage Retrieval, Too https://arxiv.org/abs/2012.12624

entailment_bank

NS-NLI

Code for our TACL-2022 paper.

Program-Enhanced-Table-Fact-Checking

Code for the EMNLP 2020 paper "Program Enhanced Fact Verification with Verbalization and Graph Attention Network"

SemEval-2020-Task-5

Data and baseline code for SemEval-2020 Task 5: Modelling Causal Reasoning in Language: Detecting Counterfactuals

arielsho/Decomposition-Table-Reasoning

Code for EMNLP2021 Findings paper "Exploring Decomposition for Table-based Fact Verification"

arielsho/Program-Enhanced-Table-Fact-Checking

Code for the EMNLP 2020 paper "Program Enhanced Fact Verification with Verbalization and Graph Attention Network"

arielsho/SemEval-2020-Task-5

Data and baseline code for SemEval-2020 Task 5: Modelling Causal Reasoning in Language: Detecting Counterfactuals

arielsho/alpaca-lora

Instruct-tune LLaMA on consumer hardware

arielsho/baize-chatbot

Let ChatGPT teach your own chatbot in hours with a single GPU!

arielsho/COGS

arielsho/compositional-generalization-span-level-attention

code for the NAACL 2021 paper Compositional Generalization for Neural Semantic Parsing via Span-level Supervised Attention by Microsoft Semantic Machines.

arielsho/DensePhrases

ACL'2021: Learning Dense Representations of Phrases at Scale; EMNLP'2021: Phrase Retrieval Learns Passage Retrieval, Too https://arxiv.org/abs/2012.12624

arielsho/entailment_bank

arielsho/NS-NLI

Code for our TACL-2022 paper.

arielsho/ESIM

Implementation of the ESIM model for natural language inference with PyTorch

arielsho/faiss

A library for efficient similarity search and clustering of dense vectors.

arielsho/GloVe

GloVe model for distributed word representation

arielsho/gpt-2-Pytorch

Simple Text-Generator with OpenAI gpt-2 Pytorch Implementation

arielsho/HybridQA

Dataset and code for EMNLP2020 paper "HybridQA: A Dataset of Multi-Hop Question Answeringover Tabular and Textual Data"

arielsho/linghu-algorithm-templete

arielsho/llama-trl

LLaMA-TRL: Fine-tuning LLaMA with PPO and LoRA

arielsho/Meta-Module-Network

Code for WACV 2021 Paper "Meta Module Network for Compositional Visual Reasoning"

arielsho/MLOps-Specialization-Notes

Notes for Machine Learning Engineering for Production (MLOps) Specialization course by DeepLearning.AI & Andrew Ng

arielsho/MultiPremiseEntailment

Data and code for Natural Language Inference with Multiple Premises

arielsho/NeMo-Guardrails

NeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM-based conversational systems.

arielsho/Prompt-Engineering-Guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

arielsho/pylucene-bm25

Lucene open-domain QA retrieval in python

arielsho/some-books

arielsho/stopwords-json

Stopwords for 50 languages in JSON format

arielsho/system-design

High-level system design and object-oriented design

arielsho/Table-Fact-Checking

Data and Code for ICLR2020 Paper "TabFact: A Large-scale Dataset for Table-based Fact Verification"

arielsho/Tree-Transformer

Implementation of the paper Tree Transformer

arielsho/Vicuna-LoRA-RLHF-PyTorch

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