McGill-NLP / llm2vecLinks
Code for 'LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders'
☆1,623Updated 2 weeks ago
Alternatives and similar repositories for llm2vec
Users that are interested in llm2vec are comparing it to the libraries listed below
Sorting:
- Stanford NLP Python library for Representation Finetuning (ReFT)☆1,543Updated 10 months ago
- Bringing BERT into modernity via both architecture changes and scaling☆1,590Updated 5 months ago
- Generative Representational Instruction Tuning☆679Updated 5 months ago
- Distilabel is a framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verifi…☆2,971Updated this week
- Evaluate your LLM's response with Prometheus and GPT4 💯☆1,020Updated 7 months ago
- Train and Infer Powerful Sentence Embeddings with AnglE | 🔥 SOTA on STS and MTEB Leaderboard☆568Updated last month
- Freeing data processing from scripting madness by providing a set of platform-agnostic customizable pipeline processing blocks.☆2,768Updated last week
- YaRN: Efficient Context Window Extension of Large Language Models☆1,651Updated last year
- Fast lexical search implementing BM25 in Python using Numpy, Numba and Scipy☆1,427Updated 2 weeks ago
- Train Models Contrastively in Pytorch☆762Updated 8 months ago
- A lightweight library for generating synthetic instruction tuning datasets for your data without GPT.☆813Updated 5 months ago
- AllenAI's post-training codebase☆3,417Updated this week
- A library with extensible implementations of DPO, KTO, PPO, ORPO, and other human-aware loss functions (HALOs).☆894Updated 2 months ago
- DataDreamer: Prompt. Generate Synthetic Data. Train & Align Models. 🤖💤☆1,082Updated 10 months ago
- Codebase for Merging Language Models (ICML 2024)☆860Updated last year
- The official implementation of Self-Play Fine-Tuning (SPIN)☆1,226Updated last year
- Lighteval is your all-in-one toolkit for evaluating LLMs across multiple backends☆2,185Updated last week
- TextGrad: Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients. Published in Nature.☆3,146Updated 4 months ago
- Chat Templates for 🤗 HuggingFace Large Language Models☆706Updated last year
- This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai,…☆2,266Updated last year
- MTEB: Massive Text Embedding Benchmark☆3,021Updated this week
- [ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.☆2,666Updated 2 weeks ago
- A lightweight, low-dependency, unified API to use all common reranking and cross-encoder models.☆1,579Updated 6 months ago
- A family of open-sourced Mixture-of-Experts (MoE) Large Language Models☆1,641Updated last year
- List of papers on hallucination detection in LLMs.☆1,006Updated last month
- Implementation of the training framework proposed in Self-Rewarding Language Model, from MetaAI☆1,405Updated last year
- Data and tools for generating and inspecting OLMo pre-training data.☆1,359Updated last month
- Reference implementation for DPO (Direct Preference Optimization)☆2,805Updated last year
- A reading list on LLM based Synthetic Data Generation 🔥☆1,488Updated 6 months ago
- A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.☆2,020Updated 2 months ago