lightonai / pylate
Late Interaction Models Training & Retrieval
☆259Updated this week
Alternatives and similar repositories for pylate:
Users that are interested in pylate are comparing it to the libraries listed below
- Neural Search☆352Updated 2 weeks ago
- The Batched API provides a flexible and efficient way to process multiple requests in a batch, with a primary focus on dynamic batching o…☆125Updated 3 months ago
- Baguetter is a flexible, efficient, and hackable search engine library implemented in Python. It's designed for quickly benchmarking, imp…☆173Updated 6 months ago
- FastFit ⚡ When LLMs are Unfit Use FastFit ⚡ Fast and Effective Text Classification with Many Classes☆190Updated 5 months ago
- code for training & evaluating Contextual Document Embedding models☆176Updated 2 months ago
- In-Context Learning for eXtreme Multi-Label Classification (XMC) using only a handful of examples.☆414Updated last year
- Generalist and Lightweight Model for Text Classification☆92Updated this week
- Notebooks for training universal 0-shot classifiers on many different tasks☆120Updated 2 months ago
- Manage scalable open LLM inference endpoints in Slurm clusters☆253Updated 8 months ago
- ☆150Updated 3 months ago
- minimal pytorch implementation of bm25 (with sparse tensors)☆97Updated last year
- A collection of LogitsProcessors to customize and enhance LLM behavior for specific tasks.☆254Updated this week
- ☆208Updated 8 months ago
- awesome synthetic (text) datasets☆265Updated 4 months ago
- A large-scale information-rich web dataset, featuring millions of real clicked query-document labels☆317Updated 3 months ago
- Benchmarking library for RAG☆178Updated this week
- XTR/WARP is an extremely fast and accurate retrieval engine based on Stanford's ColBERTv2/PLAID and Google DeepMind's XTR.☆120Updated 5 months ago
- [EMNLP 2023 Demo] fabricator - annotating and generating datasets with large language models.☆106Updated 10 months ago
- Python API for https://vespa.ai, the open big data serving engine☆115Updated this week
- Toolkit for attaching, training, saving and loading of new heads for transformer models☆265Updated 3 weeks ago
- ☆113Updated 6 months ago
- Recipes for learning, fine-tuning, and adapting ColPali to your multimodal RAG use cases. 👨🏻🍳☆261Updated 3 months ago
- Fast lexical search implementing BM25 in Python using Numpy, Numba and Scipy☆1,074Updated this week
- Powerful unsupervised domain adaptation method for dense retrieval. Requires only unlabeled corpus and yields massive improvement: "GPL: …☆329Updated last year
- RankLLM is a Python toolkit for reproducible information retrieval research using rerankers, with a focus on listwise reranking.☆418Updated last week
- 📝 Reference-Free automatic summarization evaluation with potential hallucination detection☆99Updated last year
- Simple replication of [ColBERT-v1](https://arxiv.org/abs/2004.12832).☆80Updated last year
- Inquisitive Parrots for Search☆189Updated last year
- Datasets collection and preprocessings framework for NLP extreme multitask learning☆176Updated 2 months ago
- data cleaning and curation for unstructured text☆329Updated 7 months ago