Sold by: Weights & Biases
Free Trial
Weights & Biases is the leading AI Developer platform to build better models faster. Weights & Biases accelerates enterprises' ability to train models from scratch, fine-tune foundational models, and tune and manage prompts for large language models.
Sold by: Weights & Biases
Overview
Build better models faster with Weights & Biases (W&B), the leading AI developer platform. Unlock your machine learning team's productivity by optimizing, visualizing, collaborating on, and standardizing their model and data pipelines - regardless of framework, environment, or workflow.
With a few lines of code, save everything you need to debug, compare and reproduce your models - architecture, hyperparameters, git commits, model weights, GPU usage, and even datasets and predictions.
Weights & Biases helps ML teams of all sizes:
- Debug model performance in real time
- Understand & visualize GPU usage automatically
- Create powerful, extensible visualizations about your datasets and your models
- Share insights interactively with collaborators
- Optimize hyperparameters efficiently
- Track datasets, pipelines, and production models
Trusted by more than 700,000 ML practitioners at some of the most innovative companies and research organizations in the world, Weights & Biases is the premier end-to-end platform for developing machine learning and AI applications.
Highlights
- W&B was created by ML engineers for ML engineers. Our mission is to build the best tools for Machine Learning.
- Weights & Biases is trusted by more than 700K ML practitioners and used by ML teams including at OpenAI, Cohere, Toyota Research Institute, and ML category leaders across all industries.
- Weights & Biases works seamlessly with any ML framework or existing architecture, whether in the cloud or on your own infrastructure.
Details
Features and programs
Financing for AWS Marketplace purchases
AWS Marketplace now accepts line of credit payments through the PNC Vendor Finance program. This program is available to select AWS customers in the US, excluding NV, NC, ND, TN, & VT.
Pricing
Free trial
Try this product free according to the free trial terms set by the vendor.
Pricing is based on contract duration. You pay upfront or in installments according to your contract terms with the vendor. This entitles you to a specified quantity of use for the contract duration. Usage-based pricing is in effect for any usage exceeds the entitle amount or not covered in the contract. These charges will be applied on top of the contract price. If you choose not to renew or replace your contract before it ends, access to your entitlements will expire.
Dimension | Description | Cost/12 months |
|---|---|---|
W&B Models | Models Enterprise - SaaS Deployment (per user) | $4,800.00 |
The following dimensions are not included in the contract terms, which will be charged based on your usage.
Dimension | Description | Cost/unit |
|---|---|---|
overage | Storage overage | $0.001 |
Vendor refund policy
Non-Refundable. Unless otherwise expressly provided for in this agreement or the applicable Order Form, (i) all fees are based on services purchased and not on actual use; and (ii) all fees paid under this agreement are non-refundable.
Legal
Vendor terms and conditions
Upon subscribing to this product, you must acknowledge and agree to the terms and conditions outlined in the vendor's End User License Agreement (EULA) .
Content disclaimer
Vendors are responsible for their product descriptions and other product content. AWS does not warrant that vendors' product descriptions or other product content are accurate, complete, reliable, current, or error-free.
Delivery details
Software as a Service (SaaS)
SaaS delivers cloud-based software applications directly to customers over the internet. You can access these applications through a subscription model. You will pay recurring monthly usage fees through your AWS bill, while AWS handles deployment and infrastructure management, ensuring scalability, reliability, and seamless integration with other AWS services.
Resources
Support
Vendor support
AWS infrastructure support
AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Amazon Web Services.
Similar products
inoERP pre-configured by Miri Infotech Inc. on Ubuntu
By Miri Infotech
This product has charges associated with it for seller support and pre-configured stack (Apache2, Mysql, Php) in it. We provide you the tools to set up your very own complete and self-hosted online store and website to securely sell products and services to customers worldwide.
The ERP systems contain all the required modules for running a SME manufacturing/distribution organization. The features are very similar to Oracle R12/ Fusion Application and SAP. It also contains a light weight CMS which seamlessly integrates with the ERP
This release contains information on sales of heavy weight trucks in the United States, which are trucks that are more than 14,000 pounds gross vehicle weight.
This product contains a historical time-series data of the Trade Weighted U.S. Dollar Index: Broad, Goods and Services (DTWEXBGS) retrieved from the Federal Reserve Bank of St. Louis Economic Data (FRED) at https://fred.stlouisfed.org/series/DTWEXBGS. Data coverage starts from 2006-01-02. The data column is represented an an Index and the values are not seasonally adjusted. The update frequency is monthly.
This release contains information on sales of lightweight vehicles in the the United States, which include passenger cars and lightweight trucks under 8,500 lbs.
Customer reviews
Giannis Z.
Weights and biases changed the way I interact with my models.
Reviewed on Sep 10, 2024
Review provided by G2
What do you like best about the product?
The best thing about W&B is that you don't need to think about performance visualization anymore. W&B handles that for you, no matter how many metrics you have or how complex they are. It's also very simple to use!
What do you dislike about the product?
Can't think of anything that I dislike, my experience has been very positive until now.
What problems is the product solving and how is that benefiting you?
Helps a lot with visualization and performance tracking.
Leave a comment0 comments
Datta N.
WandMe
Reviewed on Aug 30, 2024
Review provided by G2
What do you like best about the product?
The ability to track everything including gradients is a wonderful aspect.
What do you dislike about the product?
One problem is if there's a zombie wandb process and I try to kill it, it makes other functioning trainig runs terminate.
What problems is the product solving and how is that benefiting you?
To keep track of all the experiments and look at the comparisons anytime.
Also share the plots and reports with the rest of the world.
Also share the plots and reports with the rest of the world.
Shimon S.
Great platform for collaboration of experiments with intuitive coding steps
Reviewed on Aug 19, 2024
Review provided by G2
What do you like best about the product?
The API is self explanatory and the UI is smart
What do you dislike about the product?
Caching management is not clear, dis not find a way to clean old logs
What problems is the product solving and how is that benefiting you?
Sharing results, experiment tracking management
Liam C.
Best software for ML experiment tracking
Reviewed on Aug 16, 2024
Review provided by G2
What do you like best about the product?
- Ability to view in browser
- Ability to share with collaborators
- Ability to add figures to experiment reports
- Ability to share with collaborators
- Ability to add figures to experiment reports
What do you dislike about the product?
- Annoying bug with visualising segmentation labels - red speckles appear in the label masks which can make it hard to evaluate.
What problems is the product solving and how is that benefiting you?
Tracking ML experiments and sharing with collaborators
Justin D.
Top-tier service for bargain bin prices
Reviewed on Jul 26, 2024
Review provided by G2
What do you like best about the product?
The hosted aspect is great and if you avoid storing large artifacts, too many histograms, or too many images, it's very cheap or free even for heavy usage. I often run training on remote systems and checking the eval outputs remotely can be a pain with other software like TensorFlow. You need to be sure to run the server on your instance to view the dashboard. With W&B you get comparably powerful features, and you don't need to do anything but run your train script. In addition to hosting, the Sweeps functionality is excellent for hyper-parameter sweeping and pre-determined groups of runs in multi-task settings.
What do you dislike about the product?
Some UI elements, like the Runs data table, can be laggy, and sometimes the auto-refresh seems finicky.
What problems is the product solving and how is that benefiting you?
W&B helps track and debug my experiments. I use it for developing new models, observing loss scales and adjusting them so they're in compatible ranges, detecting and addressing gradient instabilities such as vanishing or exploding. I also use it for hyper-parameter searching to find the best values for my training runs. Additionally, I use the Sweeps functionality for coordinating runs that involve many related models that are deployed together.