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Predibase
predibase.comSummary
Predibase is a developer platform focused on fine-tuning and serving open-source Large Language Models (LLMs). It enables users to customize models for specific use cases, offering features like reinforcement fine-tuning, fast inference, and flexible deployment options in the cloud or a private VPC. The platform aims to provide cost-effective and high-performance AI solutions for enterprises and developers.
Feature Matches5/13
See all5/13
Must Have
4 of 5
Conversational AI
API Access
Fine-Tuning & Custom Models
Enterprise Solutions
Safety & Alignment Framework
Other
1 of 8
Code Generation
Image Generation
Multimodal AI
Research & Publications
Security & Red Teaming
Synthetic Media Provenance
Threat Intelligence Reporting
Global Affairs & Policy
PricingUsage-based
See allUsage-based
Developer
Custom
- Up to 1 user
- Unlimited best-in-class fine-tuning with A100 GPUs
- 1 private serverless deployment (no rate limits)
- Autoscaling and scale to 0
- Serve unlimited adapters on a single GPU with LoRAX
- Free shared serverless inference (with rate limits) for testing
- Access to all available base models
- Data connection via file uploads
- 2 concurrent training jobs
- In-app chat, email, and Discord support
Enterprise SaaS
Custom
- Everything in Developer, plus:
- Additional seats for your whole team
- Volume discounts for serving compute
- Guaranteed instances to ensure scaling to meet increased demand
- Additional replicas for burst usage
- Additional private serverless deployments
- Guaranteed uptime SLAs
- Data connection via Snowflake, Databricks, S3, BigQuery, and more
- Additional concurrent training jobs
- Dedicated Slack channel, plus consulting hours with our experts
Enterprise VPC
Custom
- Like Enterprise Saas, plus:
- Deploy directly into your own cloud (AWS, Azure, GCP)
- Use your own cloud commitments
- Optimize usage with your own GPUs
- Enterprise security and compliance
Rationale
Predibase is a strong match for the OpenAI Platform concept. It explicitly offers fine-tuning and serving of LLMs, which directly aligns with 'fine-tuning-and-custom-models'. The platform is designed for developers, indicating 'api-access' for integration. It also highlights 'enterprise-solutions' with features like VPC deployment, guaranteed uptime, and dedicated support. While not a direct chatbot interface, the 'Chat' fine-tuning option and 'Customer Service Automation' solution suggest capabilities for 'conversational-ai'. 'Code Generation' is also listed as a solution. The core value proposition of customizing and serving open-source models to outperform larger models aligns well with the idea of an AI platform for developers and enterprises.
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See allBest alternatives to [Product] in 2024?
Reddit·tech_enthusiast·2d ago·+142
I've been using Alternative A for 6 months now and it's been fantastic. The pricing is much better and the features are actually more robust than what [Product] offers.
Show HN: We built a better [Product]
Hacker News·startup_founder·5d ago·+89
After struggling with [Product]'s limitations, we decided to build our own solution.
It handles edge cases much better and the API is actually documented properly.
Check it out at our site.
[Product] vs Competitor B - which one should I choose?
Reddit·confused_buyer·Jan 28·+67
Honestly, after trying both, Competitor B wins hands down. Better customer support, cleaner interface, and they don't nickel and dime you for every feature.
Why we migrated away from [Product]
Hacker News·cto_mike·Jan 25·+234
The breaking point was when they changed their API without notice. We lost 3 days of productivity. Solution C has been rock solid for us since we switched.