Sold by: Waltsoft Inc.
Deployed on AWS
Free Trial
AWS Free Tier
Production-ready RLHF training platform using Microsoft DeepSpeed for fine-tuning large language models with human feedback. Optimized for distributed training with memory efficiency.
Overview
Overview
DeepSpeed Chat provides a complete RLHF (Reinforcement Learning from Human Feedback) training solution for large language models. Built on Microsoft's DeepSpeed framework, it enables efficient fine-tuning of models like GPT, LLaMA, and others with human preference data.
Features
- Memory-efficient training with ZeRO optimization stages
- Distributed training across multiple GPUs and nodes
- Built-in reward model training and PPO implementation
- Support for popular model architectures (GPT, LLaMA, OPT)
- Automatic mixed precision and gradient checkpointing
- Web interface for monitoring training progress
Getting Started
Launch the container and access the training interface at port 8080. Configure your model, dataset, and training parameters through the web UI or API. Supports both single-node and multi-node distributed training setups.
Disclaimer: This software is open-source and distributed under its own licensing terms. It is not affiliated with, endorsed by, or sponsored by the upstream project maintainers. Provided "as is" without warranty. Users utilize this software at their own risk and are responsible for compliance with applicable regulations.
Highlights
- RLHF training with human feedback optimization
- Memory-efficient distributed training with ZeRO
- Support for GPT, LLaMA, and other popular models
Details
Sold by
Categories
Delivery method
Delivery option
64-bit (x86) Amazon Machine Image (AMI)
Latest version
Operating system
Ubuntu 24.04
Deployed on AWS
New
Introducing multi-product solutions
You can now purchase comprehensive solutions tailored to use cases and industries.
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 for 5 days according to the free trial terms set by the vendor. Usage-based pricing is in effect for usage beyond the free trial terms. Your free trial gets automatically converted to a paid subscription when the trial ends, but may be canceled any time before that.
Pricing is based on actual usage, with charges varying according to how much you consume. Subscriptions have no end date and may be canceled any time. Alternatively, you can pay upfront for a contract, which typically covers your anticipated usage for the contract duration. Any usage beyond contract will incur additional usage-based costs.
Additional AWS infrastructure costs may apply. Use the AWS Pricing Calculator to estimate your infrastructure costs.
If you are an AWS Free Tier customer with a free plan, you are eligible to subscribe to this offer. You can use free credits to cover the cost of eligible AWS infrastructure. See AWS Free Tier for more details. If you created an AWS account before July 15th, 2025, and qualify for the Legacy AWS Free Tier, Amazon EC2 charges for Micro instances are free for up to 750 hours per month. See Legacy AWS Free Tier for more details.
Dimension | Description | Cost/hour |
|---|---|---|
t3.medium Recommended | t3.medium instance | $0.01 |
t3.micro | t3.micro instance | $0.00 |
t3.large | t3.large instance | $0.01 |
m5.large | m5.large instance | $0.01 |
r5.large | r5.large instance | $0.01 |
m5.xlarge | m5.xlarge instance | $0.01 |
Vendor refund policy
No refunds. Cancel anytime. Contact support@waltsoft.net .
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
64-bit (x86) Amazon Machine Image (AMI)
Amazon Machine Image (AMI)
An AMI is a virtual image that provides the information required to launch an instance. Amazon EC2 (Elastic Compute Cloud) instances are virtual servers on which you can run your applications and workloads, offering varying combinations of CPU, memory, storage, and networking resources. You can launch as many instances from as many different AMIs as you need.
Version release notes
Initial release of CrowdSec Firewall - Collaborative IPS on AWS Marketplace by Waltsoft.
Additional details
Usage instructions
Step 1: Launch this AMI from AWS Marketplace using a t3.medium or larger instance. Step 2: SSH into the instance with ssh ubuntu@<public-ip>. Step 3: Wait 2-3 minutes for Docker services to start on first boot. Step 4: Access the application at http://<public-ip>:8080 in your browser. Step 5: Check /opt/waltsoft/README.md for default credentials and configuration details.
Support
Vendor support
For technical support, email support@waltsoft.net or visit
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
Up-to-date, secure, and ready to deploy on Kubernetes. DeepSpeed is deep learning software suite for empowering ChatGPT-like model training. Features dense or sparse model inference, high throughput and high compression.
Customer reviews
No customer reviews yet
Be the first to review this product . We've partnered with PeerSpot to gather customer feedback. You can share your experience by writing or recording a review, or scheduling a call with a PeerSpot analyst.