semerj

api-guidelines

Microsoft REST API Guidelines

unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

guidance

A guidance language for controlling large language models.

dspy

DSPy: The framework for programming—not prompting—foundation models

outlines

Structured Text Generation

llama-cpp-python

Python bindings for llama.cpp

axolotl

Go ahead and axolotl questions

generative-ai

Sample code and notebooks for Generative AI on Google Cloud, with Gemini on Vertex AI

ragas

Evaluation framework for your Retrieval Augmented Generation (RAG) pipelines

self-instruct

Aligning pretrained language models with instruction data generated by themselves.

lmql

A language for constraint-guided and efficient LLM programming.

ColBERT

ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)

textgrad

TextGrad: Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients.

deduplicate-text-datasets

lxmert

PyTorch code for EMNLP 2019 paper "LXMERT: Learning Cross-Modality Encoder Representations from Transformers".

prompt-poet

Streamlines and simplifies prompt design for both developers and non-technical users with a low code approach.

UNITER

Research code for ECCV 2020 paper "UNITER: UNiversal Image-TExt Representation Learning"

Agentless

Agentless🐱: an agentless approach to automatically solve software development problems

colpali

The code used to train and run inference with the ColPali architecture.

ARES

fonduer

A knowledge base construction engine for richly formatted data

xmc.dspy

In-Context Learning for eXtreme Multi-Label Classification (XMC) using only a handful of examples.

realworldnlp

Example code for "Real-World Natural Language Processing"

targer

BiLSTM-CNN-CRF tagger

onetwo

allennlp-as-a-library-example

A simple example for how to build your own model using AllenNLP as a dependency.

allennlp_tutorial

Tutorial on how to use AllenNLP for sequence modeling (including hierarchical LSTMs and CRF decoding)

Cosmos

Knowledge base construction from raw scientific documents

tagruler

Data programming by demonstration for information extraction and span annotation

AutomaticFuzzyJoin