ArturTan

transformers-for-lawyers

AI apps/benchmark for legaltech

allRank

allRank is a framework for training learning-to-rank neural models based on PyTorch.

alpaca-lora

Finetuning InstructLLaMA on consumer hardware

bert_legaltech_drill

Blackstone

:black_circle: A spaCy pipeline and model for NLP on unstructured legal text.

cherry

A PyTorch Library for Reinforcement Learning Research

dummy_project

spacy drills

finBERT

Financial Sentiment Analysis with BERT

finetune-gpt2xl

Guide: Finetune GPT2-XL (1.5 Billion Parameters) and GPT-NEO (2.7 B) on a single GPU with Huggingface Transformers using DeepSpeed

imbalanced-dataset-sampler

A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones

invalid_flow_of_jina

debugging

jina

An easier way to build neural search in the cloud

KeyBERT

Minimal keyword extraction with BERT

language-models-are-knowledge-graphs-pytorch

Language models are open knowledge graphs ( non official implementation )

Legal-Text-Analytics

A list of selected resources, methods, and tools dedicated to Legal Text Analytics.

llama_index

LlamaIndex (formerly GPT Index) is a data framework for your LLM applications

long_sequence_summarization

Side project for learning purposes

medcat-cogstack-workshop

mistral

Mistral: A strong, northwesterly wind: Framework for transparent and accessible large-scale language model training, built with Hugging Face 🤗 Transformers.

ML_Resources

GitHub Repo with various ML/AI/DS resources that I find useful

nlp_paper_summaries

✍️ A carefully curated list of NLP paper summaries

poleval-2018

Code and Data Accompanying the Paper "Approaching nested named entity recognition with parallel LSTM-CRFs"

REL

REL: Radboud Entity Linker

Semantic-Search

Semantic search using Transformers and others

SNCSE

SNCSE: Contrastive Learning for Unsupervised Sentence Embedding with Soft Negative Samples

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

transformer-kernel-ranking

TK & TKL - Efficient Transformer-based neural re-ranking models

TransformerCVAE

Transformer-based Conditional Variational Autoencoder for Controllable Story Generation

transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX.

word2vec

A vulgar one approach