edoliberty / vector-search-class-notesLinks
Class notes for the course "Long Term Memory in AI - Vector Search and Databases" COS 597A @ Princeton Fall 2023
☆319Updated 5 months ago
Alternatives and similar repositories for vector-search-class-notes
Users that are interested in vector-search-class-notes are comparing it to the libraries listed below
Sorting:
- Framework for evaluating ANNS algorithms on billion scale datasets.☆379Updated last month
- Framework for benchmarking vector search engines☆325Updated this week
- This repo contains data and code for the paper "Language Models Enable Simple Systems for Generating Structured Views of Heterogeneous Da…☆488Updated last year
- This is suite of the hands-on training materials that shows how to scale CV, NLP, time-series forecasting workloads with Ray.☆411Updated last year
- A large-scale information-rich web dataset, featuring millions of real clicked query-document labels☆331Updated 6 months ago
- AI Data Management & Evaluation Platform☆215Updated last year
- A library for building and serving multi-node distributed faiss indices.☆268Updated last year
- Benchmark designed to evaluate the performance and cost-effectiveness of vector databases.☆759Updated last week
- NeurIPS Large Language Model Efficiency Challenge: 1 LLM + 1GPU + 1Day☆257Updated last year
- Prompt programming with FMs.☆443Updated 11 months ago
- Code repository for the paper - "AdANNS: A Framework for Adaptive Semantic Search"☆64Updated last year
- Notebooks for the O'Reilly book "Learning Ray"☆309Updated last year
- Notes from the Latent Space paper club. Follow along or start your own!☆234Updated 10 months ago
- Creative interactive views of any dataset.☆841Updated 6 months ago
- A library of algorithms for approximate nearest neighbor search in high dimensions, along with a set of useful tools for designing such a…☆148Updated this week
- experiments with inference on llama☆104Updated last year
- Tune efficiently any LLM model from HuggingFace using distributed training (multiple GPU) and DeepSpeed. Uses Ray AIR to orchestrate the …☆58Updated 2 years ago
- ☆87Updated last year
- ☆195Updated last year
- Blazing fast framework for fine-tuning similarity learning models☆655Updated 2 months ago
- Document Q&A over The Full Stack's Corpus☆356Updated 10 months ago
- Functional local implementations of main model parallelism approaches☆95Updated 2 years ago
- Directly Connecting Python to LLMs via Strongly-Typed Functions, Dataclasses, Interfaces & Generic Types☆398Updated 3 months ago
- Collection of open source implementations of LLMs with IFT and RLHF that are striving to get to ChatGPT level of performance☆51Updated last year
- A curated list of awesome works related to high dimensional structure/vector search & database☆288Updated 3 weeks ago
- ☆170Updated last year
- Project 2 (Building Large Language Models) for Stanford CS324: Understanding and Developing Large Language Models (Winter 2022)☆105Updated 2 years ago
- ⚡ A fast embedded library for approximate nearest neighbor search☆230Updated last year
- Domain Adapted Language Modeling Toolkit - E2E RAG☆322Updated 7 months ago
- VectorHub is a free, open-source learning website for people (software developers to senior ML architects) interested in adding vector re…☆483Updated this week