Muennighoff / sgpt
SGPT: GPT Sentence Embeddings for Semantic Search
☆849Updated 8 months ago
Related projects ⓘ
Alternatives and complementary repositories for sgpt
- Code repository for supporting the paper "Atlas Few-shot Learning with Retrieval Augmented Language Models",(https//arxiv.org/abs/2208.03…☆514Updated 11 months ago
- Contriever: Unsupervised Dense Information Retrieval with Contrastive Learning☆680Updated last year
- A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.☆1,608Updated 3 months ago
- SPLADE: sparse neural search (SIGIR21, SIGIR22)☆776Updated 6 months ago
- All-in-one text de-duplication☆618Updated 5 months ago
- ☆1,474Updated 2 weeks ago
- Expanding natural instructions☆956Updated 10 months ago
- Is ChatGPT Good at Search? LLMs as Re-Ranking Agent [EMNLP 2023 Outstanding Paper Award]☆524Updated 7 months ago
- [ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings☆1,864Updated 2 months ago
- Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.☆1,674Updated this week
- [EMNLP 2023] Enabling Large Language Models to Generate Text with Citations. Paper: https://arxiv.org/abs/2305.14627☆457Updated last month
- Toolkit for creating, sharing and using natural language prompts.☆2,690Updated last year
- A curated list of awesome papers related to pre-trained models for information retrieval (a.k.a., pretraining for IR).☆643Updated 10 months ago
- Tevatron - A flexible toolkit for neural retrieval research and development.☆517Updated 2 weeks ago
- A collection of open-source dataset to train instruction-following LLMs (ChatGPT,LLaMA,Alpaca)☆1,079Updated 10 months ago
- Build, evaluate, understand, and fix LLM-based apps☆484Updated 9 months ago
- Powerful unsupervised domain adaptation method for dense retrieval. Requires only unlabeled corpus and yields massive improvement: "GPL: …☆322Updated last year
- Public repo for the NeurIPS 2023 paper "Unlimiformer: Long-Range Transformers with Unlimited Length Input"☆1,053Updated 8 months ago
- Reproduce results and replicate training fo T0 (Multitask Prompted Training Enables Zero-Shot Task Generalization)☆457Updated 2 years ago
- [EMNLP 2022] Unifying and multi-tasking structured knowledge grounding with language models☆549Updated last year
- Crosslingual Generalization through Multitask Finetuning☆515Updated last month
- ☆332Updated 11 months ago
- Dense Passage Retriever - is a set of tools and models for open domain Q&A task.☆1,723Updated last year
- A central, open resource for data and tools related to chain-of-thought reasoning in large language models. Developed @ Samwald research …☆888Updated 4 months ago
- This repository contains code to quantitatively evaluate instruction-tuned models such as Alpaca and Flan-T5 on held-out tasks.☆528Updated 7 months ago
- Code for fine-tuning Platypus fam LLMs using LoRA☆623Updated 9 months ago
- Fine-Tuning Embedding for RAG with Synthetic Data☆468Updated last year
- RankLLM is a Python toolkit for reproducible information retrieval research using rerankers, with a focus on listwise reranking.☆337Updated last week
- Implementation of RETRO, Deepmind's Retrieval based Attention net, in Pytorch☆851Updated last year
- ☆1,121Updated 3 months ago