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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

esim

Implementation of the ESIM model for natural language inference with PyTorch

faiss

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

glove

GloVe model for distributed word representation

gpt-2-pytorch

Simple Text-Generator with OpenAI gpt-2 Pytorch Implementation

hybridqa

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

linghu-algorithm-templete

llama-trl

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

meta-module-network

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

mlops-specialization-notes

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

multipremiseentailment

Data and code for Natural Language Inference with Multiple Premises

nemo-guardrails

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

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"

prompt-engineering-guide

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

pylucene-bm25

Lucene open-domain QA retrieval in python

semeval-2020-task-5

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

some-books

stopwords-json

Stopwords for 50 languages in JSON format

system-design

High-level system design and object-oriented design

table-fact-checking

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

tree-transformer

Implementation of the paper Tree Transformer

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