Code, datasets, and results for "The Embedder's Dilemma: LLMs Are Better, but at What Cost?" (COLM 2026). MTEB(LLM) benchmarks 10 LLMs and 26 embedding models on 37 tasks with full cost and throughput accounting.
☆41Sep 19, 2026Updated last month
Alternatives and similar repositories for embedders-dilemma
Users that are interested in embedders-dilemma are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Fast and simple server to host state-of-the-art retrieval models☆15Jun 4, 2026Updated 5 months ago
- CodeRepoQA dataset☆15Feb 19, 2025Updated last year
- [ICLR 2026] MicroVerse: A Preliminary Exploration Toward a Micro-World Simulation☆12Jul 12, 2026Updated 3 months ago
- ☆11Mar 11, 2026Updated 7 months ago
- Long-term memory for AI agents with no LLM call: an MCP server and Claude Code plugin, plus local-first context compression for LLM apps.☆24Updated this week
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆11Jan 28, 2026Updated 9 months ago
- Compile simple Shadertoys into small .COM MS-DOS executables☆10May 13, 2024Updated 2 years ago
- A persistent native vector-hypergraph database for higher-order interactions☆29Oct 27, 2026Updated last week
- Official repo of paper "Nested Sparsity for Scalable Pretraining and Continual Learning"☆17Updated this week
- Fast search index for SPLADE sparse retrieval models implemented in Python using Numpy and Numba☆39Oct 16, 2025Updated last year
- We conduct a preregistered experiment to investigate whether fact checks provided by a large language model can serve as an effective mis…☆15Dec 14, 2024Updated last year
- ☆18Jun 16, 2026Updated 4 months ago
- A practical guide to incorporating AI coding agents into real engineering workflows: context management, prompt engineering, and discipli…☆11Feb 12, 2026Updated 8 months ago
- JevGPT: Thinking Fast and Slow in Autonomous Research☆14Updated this week
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- SearchJev: a fast and calibrated System-1 model for search agents (training code)☆36Oct 4, 2026Updated last month
- Run parallel OpenAI Codex CLI agents in tmux with automatic permission approval. Auto-approves command execution, file edit, network acce…☆20Sep 26, 2026Updated last month
- This repo hosts several projects based on geospatial embeddings.☆11Dec 16, 2025Updated 10 months ago
- SynthTextEval: A Toolkit for Generating and Evaluating Synthetic Data For High-Stakes Domains (EMNLP 2025 System Demonstration)☆28Nov 3, 2025Updated last year
- This is a hands-on for ML beginners to perform SimCSE step-by-step. Implemented both supervised SimCSE and unsupervisied SimCSE, and dist…☆22Oct 6, 2023Updated 3 years ago
- ☆13Jul 24, 2025Updated last year
- ☆23Jul 4, 2026Updated 4 months ago
- AdvSV stands as the first dataset developed specifically for evaluating Speaker Verification (SV) systems against adversarial attacks. I…☆11Nov 21, 2023Updated 2 years ago
- Reasoning-driven optimizer for RAG pipelines: LLM agents diagnose retrieval failures and propose the next config.☆15Oct 21, 2026Updated 2 weeks ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Do foundation models see the same sky? 🔮☆17Jul 27, 2026Updated 3 months ago
- Python package providing functionality and plotting for chemistry method comparison☆16Feb 28, 2024Updated 2 years ago
- ☆16May 27, 2026Updated 5 months ago
- ☆16Oct 23, 2026Updated 2 weeks ago
- ☆13Jan 2, 2026Updated 10 months ago
- Usual — your AI should know how you work. Local decision history for Claude Code and Codex. Started as Itchy; evolved through feedback.☆16Oct 26, 2026Updated last week
- ☆26Apr 21, 2026Updated 6 months ago
- Lean formalization work extending the matrix multiplication 9/4 argument to arbitrary fields☆29Oct 9, 2026Updated 3 weeks ago
- Ship detection in image and videos using YoloV8 and Efficientdet☆13Oct 5, 2023Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Using YouTube to prepare a speech recognition dataset for any language☆10Mar 30, 2021Updated 5 years ago
- Official repo for "Persistent Visual Memory: Sustaining Perception for Deep Generation in LVLMs"☆13May 5, 2026Updated 6 months ago
- ☆17Dec 21, 2023Updated 2 years ago
- Resources & scripts for the paper "MTEB: Massive Text Embedding Benchmark"☆19Sep 22, 2024Updated 2 years ago
- bb25 is a fast, self-contained BM25 + Bayesian calibration implementation with a minimal Python API.☆153Mar 17, 2026Updated 7 months ago
- [EMNLP 2025 Main Conf] Official Repository for paper "KOBLEX: Open Legal Question Answering with Multi-hop Reasoning".☆16Nov 3, 2025Updated last year
- Evaluating textual gradient-based prompt optimization against traditional methods.☆11Feb 28, 2025Updated last year