xlang-ai / instructor-embeddingLinks
[ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings
☆2,004Updated 7 months ago
Alternatives and similar repositories for instructor-embedding
Users that are interested in instructor-embedding are comparing it to the libraries listed below
Sorting:
- SGPT: GPT Sentence Embeddings for Semantic Search☆871Updated last year
- [ACL2023] We introduce LLM-Blender, an innovative ensembling framework to attain consistently superior performance by leveraging the dive…☆959Updated 10 months ago
- Efficient Retrieval Augmentation and Generation Framework☆1,657Updated 8 months ago
- Implementation of Toolformer, Language Models That Can Use Tools, by MetaAI☆2,049Updated last year
- Alpaca dataset from Stanford, cleaned and curated☆1,569Updated 2 years ago
- A collection of open-source dataset to train instruction-following LLMs (ChatGPT,LLaMA,Alpaca)☆1,129Updated last year
- ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)☆3,588Updated last month
- Customizable implementation of the self-instruct paper.☆1,051Updated last year
- Codes for "Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models".☆1,136Updated last year
- A tiny library for coding with large language models.☆1,234Updated last year
- YaRN: Efficient Context Window Extension of Large Language Models☆1,598Updated last year
- Public repo for the NeurIPS 2023 paper "Unlimiformer: Long-Range Transformers with Unlimited Length Input"☆1,063Updated last year
- Benchmarking large language models' complex reasoning ability with chain-of-thought prompting☆2,746Updated last year
- Enforce the output format (JSON Schema, Regex etc) of a language model☆1,905Updated 2 weeks ago
- Aligning pretrained language models with instruction data generated by themselves.☆4,471Updated 2 years ago
- Toolkit for creating, sharing and using natural language prompts.☆2,927Updated last year
- ☆1,537Updated 2 weeks ago
- HyDE: Precise Zero-Shot Dense Retrieval without Relevance Labels☆546Updated 9 months ago
- LLM(😽)☆1,688Updated 7 months ago
- Chat language model that can use tools and interpret the results☆1,579Updated last month
- ☆1,303Updated last year
- A collection of modular datasets generated by GPT-4, General-Instruct - Roleplay-Instruct - Code-Instruct - and Toolformer☆1,642Updated last year
- A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.☆1,945Updated 3 months ago
- 🦙 Integrating LLMs into structured NLP pipelines☆1,302Updated 8 months ago
- LaMini-LM: A Diverse Herd of Distilled Models from Large-Scale Instructions☆821Updated 2 years ago
- This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai,…☆2,191Updated last year
- MTEB: Massive Text Embedding Benchmark☆2,820Updated this week
- Efficient few-shot learning with Sentence Transformers☆2,562Updated last month
- Code for fine-tuning Platypus fam LLMs using LoRA☆628Updated last year
- A central, open resource for data and tools related to chain-of-thought reasoning in large language models. Developed @ Samwald research …☆991Updated 8 months ago