Milin0802

PRAG

mauve

Package to compute Mauve, a similarity score between neural text and human text. Install with `pip install mauve-text`.

clipscore

CLIPScore EMNLP code

POD

CIKM'23, Prompt Distillation for Efficient LLM-based Recommendation

LLMQAEvaluate

bert_score

BERT score for text generation

BARTScore

BARTScore: Evaluating Generated Text as Text Generation

ttt-lm-pytorch

Official PyTorch implementation of Learning to (Learn at Test Time): RNNs with Expressive Hidden States

pytorch-fid

Compute FID scores with PyTorch.

XRec

"XRec: Large Language Models for Explainable Recommendation"

lora

Using Low-rank adaptation to quickly fine-tune diffusion models.

torch-fidelity

High-fidelity performance metrics for generative models in PyTorch

Understanding-GDA

Towards understanding modern generative data augmentation techniques.

dpm-solver

Official code for "DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps" (Neurips 2022 Oral)

CLIP_prefix_caption

Simple image captioning model

PixelRec

A Large-scale Multimodal Dataset for recommender System

2022-NIPS-Tenrec

NineRec

Multimodal Dataset and Benchmark for Multi-domain and Cross-domain Recommendation System

VIP5

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

DiFashion

Diffusion Models for Generative Outfit Recommendation

DALLE2-pytorch

Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch

AI-Conference-Info

Extensive acceptance rates and information of main AI conferences

ucr

Official implementation for paper "User-Controllable Recommendation via Counterfactual Retrospective and Prospective Explanations" in ECAI2023

AmazonReviews2023

Scripts for processing the Amazon Reviews 2023 dataset; implementations and checkpoints of BLaIR: "Bridging Language and Items for Retrieval and Recommendation".

EasyGen

The official code for paper "EasyGen: Easing Multimodal Generation with a Bidirectional Conditional Diffusion Model and LLMs"

Versatile-Diffusion

Versatile Diffusion: Text, Images and Variations All in One Diffusion Model, arXiv 2022 / ICCV 2023

i-Code

SeqDiffuSeq

Text Diffusion Model with Encoder-Decoder Transformers for Sequence-to-Sequence Generation [NAACL 2024]

minimal-text-diffusion

A minimal implementation of diffusion models for text generation