IBM / fastfit
FastFit ⚡ When LLMs are Unfit Use FastFit ⚡ Fast and Effective Text Classification with Many Classes
☆185Updated 4 months ago
Alternatives and similar repositories for fastfit:
Users that are interested in fastfit are comparing it to the libraries listed below
- [EMNLP 2023 Demo] fabricator - annotating and generating datasets with large language models.☆104Updated 9 months ago
- Late Interaction Models Training & Retrieval☆241Updated 2 weeks ago
- Notebooks for training universal 0-shot classifiers on many different tasks☆119Updated last month
- Generalist and Lightweight Model for Text Classification☆79Updated this week
- minimal pytorch implementation of bm25 (with sparse tensors)☆97Updated 11 months ago
- Lightweight demos for finetuning LLMs. Powered by 🤗 transformers and open-source datasets.☆67Updated 4 months ago
- Efficient few-shot learning with cross-encoders.☆48Updated last year
- SpanMarker for Named Entity Recognition☆417Updated last month
- The Batched API provides a flexible and efficient way to process multiple requests in a batch, with a primary focus on dynamic batching o…☆122Updated 2 months ago
- Inquisitive Parrots for Search☆186Updated 11 months ago
- Python API for https://vespa.ai, the open big data serving engine☆113Updated this week
- Simply, faster, sentence-transformers☆141Updated 5 months ago
- Efficiently find the best-suited language model (LM) for your NLP task☆116Updated this week
- Baguetter is a flexible, efficient, and hackable search engine library implemented in Python. It's designed for quickly benchmarking, imp…☆171Updated 5 months ago
- A Python library aimed at dissecting and augmenting NER training data.☆58Updated last year
- A collection of datasets for language model pretraining including scripts for downloading, preprocesssing, and sampling.☆55Updated 6 months ago
- ☆349Updated last year
- A large-scale multilingual dataset for Information Retrieval. Thorough human-annotations across 18 diverse languages.☆173Updated 6 months ago
- Manage scalable open LLM inference endpoints in Slurm clusters☆252Updated 7 months ago
- Powerful unsupervised domain adaptation method for dense retrieval. Requires only unlabeled corpus and yields massive improvement: "GPL: …☆328Updated last year
- experiments with inference on llama☆104Updated 8 months ago
- Neural Search☆350Updated 8 months ago
- Datasets collection and preprocessings framework for NLP extreme multitask learning☆175Updated last month
- ☆46Updated last year
- Easily embed, cluster and semantically label text datasets☆508Updated 10 months ago
- [Data + code] ExpertQA : Expert-Curated Questions and Attributed Answers☆125Updated 11 months ago
- Fine-tune ModernBERT on a large Dataset with Custom Tokenizer Training☆59Updated 2 weeks ago
- ☆83Updated 2 months ago
- A multilingual version of MS MARCO passage ranking dataset☆143Updated last year
- This repository contains an easy and intuitive approach to use SetFit in combination with spaCy.☆76Updated last year