Code for 'LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders'
☆1,662Dec 4, 2025Updated 3 months ago
Alternatives and similar repositories for llm2vec
Users that are interested in llm2vec are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Generative Representational Instruction Tuning☆688Jun 25, 2025Updated 8 months ago
- ☆162Apr 17, 2024Updated last year
- Bringing BERT into modernity via both architecture changes and scaling☆1,647Mar 1, 2026Updated 3 weeks ago
- Retrieval and Retrieval-augmented LLMs☆11,443Mar 10, 2026Updated 2 weeks ago
- MTEB: Massive Text Embedding Benchmark☆3,180Updated this week
- LLM2CLIP significantly improves already state-of-the-art CLIP models.☆643Feb 1, 2026Updated last month
- Tools for merging pretrained large language models.☆6,895Mar 15, 2026Updated last week
- Train Models Contrastively in Pytorch☆781Mar 26, 2025Updated 11 months ago
- Use contrastive learning to train a large language model (LLM) as a retriever☆12Jul 19, 2024Updated last year
- Easily use and train state of the art late-interaction retrieval methods (ColBERT) in any RAG pipeline. Designed for modularity and ease-…☆3,882May 17, 2025Updated 10 months ago
- A lightweight, low-dependency, unified API to use all common reranking and cross-encoder models.☆1,605Dec 20, 2025Updated 3 months ago
- ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)☆3,799Oct 14, 2025Updated 5 months ago
- RankLLM is a Python toolkit for reproducible information retrieval research using rerankers, with a focus on listwise reranking.☆583Mar 12, 2026Updated last week
- Stanford NLP Python library for Representation Finetuning (ReFT)☆1,563Mar 5, 2026Updated 2 weeks ago
- Distilabel is a framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verifi…☆3,131Mar 16, 2026Updated last week
- Freeing data processing from scripting madness by providing a set of platform-agnostic customizable pipeline processing blocks.☆2,965Mar 16, 2026Updated last week
- Fast State-of-the-Art Static Embeddings☆2,017Mar 12, 2026Updated last week
- Train transformer language models with reinforcement learning.☆17,697Mar 18, 2026Updated last week
- Late Interaction Models Training & Retrieval☆754Mar 6, 2026Updated 2 weeks ago
- State-of-the-Art Text Embeddings☆18,427Mar 12, 2026Updated last week
- PyTorch native post-training library☆5,707Updated this week
- This repo contains the code for "VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks" [ICLR 2025]☆604Updated this week
- Go ahead and axolotl questions☆11,460Mar 17, 2026Updated last week
- Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities☆22,059Jan 23, 2026Updated 2 months ago
- Efficient few-shot learning with Sentence Transformers☆2,699Dec 11, 2025Updated 3 months ago
- [EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821☆3,643Oct 16, 2024Updated last year
- [ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings☆2,022Jan 15, 2025Updated last year
- Tool for converting LLMs from uni-directional to bi-directional by removing causal mask for tasks like classification and sentence embedd…☆65Dec 12, 2024Updated last year
- Fast lexical search implementing BM25 in Python☆1,589Mar 17, 2026Updated last week
- Generalist and Lightweight Model for Text Classification☆200Feb 17, 2026Updated last month
- A high-throughput and memory-efficient inference and serving engine for LLMs☆74,135Updated this week
- Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.☆2,040Updated this week
- Structured Outputs☆13,588Updated this week
- code for training & evaluating Contextual Document Embedding models☆202May 14, 2025Updated 10 months ago
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆20,841Updated this week
- Robust recipes to align language models with human and AI preferences☆5,535Sep 8, 2025Updated 6 months ago
- E5-V: Universal Embeddings with Multimodal Large Language Models☆275Dec 10, 2025Updated 3 months ago
- DSPy: The framework for programming—not prompting—language models☆33,038Updated this week
- Train and Infer Powerful Sentence Embeddings with AnglE | 🔥 SOTA on STS and MTEB Leaderboard☆567Oct 19, 2025Updated 5 months ago