RankLLM

RankLLM

Castorini
Verboo Code

Verboo Code

Verboo (Verbeux Servicos Ltda)
+
+

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About

RankLLM is a Python toolkit for reproducible information retrieval research using rerankers, with a focus on listwise reranking. It offers a suite of rerankers, pointwise models like MonoT5, pairwise models like DuoT5, and listwise models compatible with vLLM, SGLang, or TensorRT-LLM. Additionally, it supports RankGPT and RankGemini variants, which are proprietary listwise rerankers. It includes modules for retrieval, reranking, evaluation, and response analysis, facilitating end-to-end workflows. RankLLM integrates with Pyserini for retrieval and provides integrated evaluation for multi-stage pipelines. It also includes a module for detailed analysis of input prompts and LLM responses, addressing reliability concerns with LLM APIs and non-deterministic behavior in Mixture-of-Experts (MoE) models. The toolkit supports various backends, including SGLang and TensorRT-LLM, and is compatible with a wide range of LLMs.

About

Verboo Code is a coding agent with unlimited tokens at a flat price. Ten open models, most with a 1 million token context window, switchable by command, and four entry points under a single subscription: an open source CLI, a desktop app for macOS, Windows and Linux, a browser extension, and an OpenAI compatible endpoint that plugs into Cursor, VS Code and JetBrains. We do not resell anyone's API: we operate our own inference layer with a proprietary router and vLLM/SGLang orchestration. That is what makes a flat price with no hidden cap possible.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Academic researchers and developers seeking a solution offering tools for implementing and evaluating listwise reranking with large language models

Audience

Software developers and engineering teams that use AI coding assistants daily and want predictable pricing

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

No images available

Pricing

Free
Free Version
Free Trial

Pricing

$24/month per developer
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

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Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Castorini
Canada
github.com/castorini/rank_llm/

Company Information

Verboo (Verbeux Servicos Ltda)
Founded: 2024
Brazil
verboo.ai

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Categories

Categories

Integrations

OpenAI
Gemini
Gemini Enterprise
Llama
Mistral AI
NVIDIA TensorRT
OpenCode
Python
Qwen
RankGPT

Integrations

OpenAI
Gemini
Gemini Enterprise
Llama
Mistral AI
NVIDIA TensorRT
OpenCode
Python
Qwen
RankGPT
Claim RankLLM and update features and information
Claim RankLLM and update features and information
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