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About

HumanSignal's Label Studio Enterprise is a comprehensive platform designed for creating high-quality labeled data and evaluating model outputs with human supervision. It supports labeling and evaluating multi-modal data, image, video, audio, text, and time series, all in one place. It offers customizable labeling interfaces with pre-built templates and powerful plugins, allowing users to tailor the UI and workflows to specific use cases. Label Studio Enterprise integrates seamlessly with popular cloud storage providers and ML/AI models, facilitating pre-annotation, AI-assisted labeling, and prediction generation for model evaluation. The Prompts feature enables users to leverage LLMs to swiftly generate accurate predictions, enabling instant labeling of thousands of tasks. It supports various labeling use cases, including text classification, named entity recognition, sentiment analysis, summarization, and image captioning.

About

doteval is an AI-assisted evaluation workspace that simplifies the creation of high-signal evaluations, alignment of LLM judges, and definition of rewards for reinforcement learning, all within a single platform. It offers a Cursor-like experience to edit evaluations-as-code against a YAML schema, enabling users to version evaluations across checkpoints, replace manual effort with AI-generated diffs, and compare evaluation runs on tight execution loops to align them with proprietary data. doteval supports the specification of fine-grained rubrics and aligned graders, facilitating rapid iteration and high-quality evaluation datasets. Users can confidently determine model upgrades or prompt improvements and export specifications for reinforcement learning training. It is designed to accelerate the evaluation and reward creation process by 10 to 100 times, making it a valuable tool for frontier AI teams benchmarking complex model tasks.

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

AI/ML teams needing a solution for data labeling, model evaluation, and prompt engineering, enabling them to create high-quality labeled data and assess model outputs with human supervision

Audience

AI researchers and engineers in search of a tool to evaluate and fine-tune large language models with precision and efficiency

Support

Phone Support Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

API

Offers API Supported

API

Offers API Not Supported

Screenshots and Videos

Screenshots and Videos

Pricing

$99 per month
Free Version Supported
Free Trial Supported

Pricing

No information available.
Free Version Not Supported
Free Trial Not Supported

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

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 Supported
Webinars Supported
Live Online Supported
In Person Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Company Information

HumanSignal
Founded: 2019
United States
humansignal.com

Company Information

doteval
www.doteval.com

Alternatives

Alternatives

Selene 1

Selene 1

atla
Ango Hub

Ango Hub

iMerit
Mistral Forge

Mistral Forge

Mistral AI

Categories

Data Annotation Supported
Data Labeling Supported
LLM Evaluation Supported

Categories

LLM Evaluation Supported

Integrations

Amazon S3 Supported
Amazon Web Services (AWS) Supported
Google Cloud Platform Supported
Google Cloud Storage Supported
HTML Supported
Hugging Face Supported
JavaScript Supported
Meta AI Supported
Microsoft Azure Supported
OpenAI Supported
YAML Not Supported

Integrations

Amazon S3 Not Supported
Amazon Web Services (AWS) Not Supported
Google Cloud Platform Not Supported
Google Cloud Storage Not Supported
HTML Not Supported
Hugging Face Not Supported
JavaScript Not Supported
Meta AI Not Supported
Microsoft Azure Not Supported
OpenAI Not Supported
YAML Supported
Claim HumanSignal and update features and information
Claim HumanSignal and update features and information
Claim doteval and update features and information
Claim doteval and update features and information