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What is Scale Evaluation?

Scale Evaluation offers a comprehensive assessment platform tailored for developers working on large language models. This groundbreaking platform addresses critical challenges in AI model evaluation, such as the scarcity of dependable, high-quality evaluation datasets and the inconsistencies found in model comparisons. By providing unique evaluation sets that cover a variety of domains and capabilities, Scale ensures accurate assessments of models while minimizing the risk of overfitting. Its user-friendly interface enables effective analysis and reporting on model performance, encouraging standardized evaluations that facilitate meaningful comparisons. Additionally, Scale leverages a network of expert human raters who deliver reliable evaluations, supported by transparent metrics and stringent quality assurance measures. The platform also features specialized evaluations that utilize custom sets focusing on specific model challenges, allowing for precise improvements through the integration of new training data. This multifaceted approach not only enhances model effectiveness but also plays a significant role in advancing the AI field by promoting rigorous evaluation standards. By continuously refining evaluation methodologies, Scale Evaluation aims to elevate the entire landscape of AI development.

What is OpenPipe?

OpenPipe presents a streamlined platform that empowers developers to refine their models efficiently. This platform consolidates your datasets, models, and evaluations into a single, organized space. Training new models is a breeze, requiring just a simple click to initiate the process. The system meticulously logs all interactions involving LLM requests and responses, facilitating easy access for future reference. You have the capability to generate datasets from the collected data and can simultaneously train multiple base models using the same dataset. Our managed endpoints are optimized to support millions of requests without a hitch. Furthermore, you can craft evaluations and juxtapose the outputs of various models side by side to gain deeper insights. Getting started is straightforward; just replace your existing Python or Javascript OpenAI SDK with an OpenPipe API key. You can enhance the discoverability of your data by implementing custom tags. Interestingly, smaller specialized models prove to be much more economical to run compared to their larger, multipurpose counterparts. Transitioning from prompts to models can now be accomplished in mere minutes rather than taking weeks. Our finely-tuned Mistral and Llama 2 models consistently outperform GPT-4-1106-Turbo while also being more budget-friendly. With a strong emphasis on open-source principles, we offer access to numerous base models that we utilize. When you fine-tune Mistral and Llama 2, you retain full ownership of your weights and have the option to download them whenever necessary. By leveraging OpenPipe's extensive tools and features, you can embrace a new era of model training and deployment, setting the stage for innovation in your projects. This comprehensive approach ensures that developers are well-equipped to tackle the challenges of modern machine learning.

Media

Media

Integrations Supported

Axolotl
Codestral
Codestral Mamba
Llama 2
Mathstral
Ministral 3B
Ministral 8B
Mistral 7B
Mistral AI
Mistral Large
Mistral NeMo
Mistral Small
Mixtral 8x22B
Mixtral 8x7B
Node.js
OpenAI
Pixtral Large
PostgreSQL
Python
TypeScript

Integrations Supported

Axolotl
Codestral
Codestral Mamba
Llama 2
Mathstral
Ministral 3B
Ministral 8B
Mistral 7B
Mistral AI
Mistral Large
Mistral NeMo
Mistral Small
Mixtral 8x22B
Mixtral 8x7B
Node.js
OpenAI
Pixtral Large
PostgreSQL
Python
TypeScript

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

$1.20 per 1M tokens
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Scale

Date Founded

2016

Company Location

United States

Company Website

scale.com/evaluation/model-developers

Company Facts

Organization Name

OpenPipe

Company Location

United States

Company Website

openpipe.ai/

Categories and Features

Categories and Features

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Popular Alternatives

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