Master models & data
in a unified loop
Master models & data
in a unified loop
DatasetPlayground lets you find the best model and craft the perfect dataset — at speed.
CONVERGENCE
Most teams start with one problem:
“I need the right model” or “My data is broken.”
But the truth?
You win when models & data evolve together.
With Dataset AI, you master both.
Built for fast-moving LLM teams
PROCESS
The power of 2 tracks
No matter where you start - Models or Data, you’ll do both. The best apps always loop.
With Dataset AI, get the max by converging your tracks.
🅰️ TRACK A
🅱️ TRACK B
💫 THE MAGIC
01
Model Mastery
Bulk model comparisons
Prompt + param optimization
A/B test + fine-tune at scale
🅰️ TRACK A
🅱️ TRACK B
💫 THE MAGIC
01
Model Mastery
Bulk model comparisons
Prompt + param optimization
A/B test + fine-tune at scale
🅰️ TRACK A
🅱️ TRACK B
💫 THE MAGIC
01
Model Mastery
Bulk model comparisons
Prompt + param optimization
A/B test + fine-tune at scale
FEATURES
Two Tracks. One Engine
Everything you need to collaborate, create, and scale, all in one place.
Model Hunt & Prompt Search
Rapidly compare every model + prompt + param combo. Surface winners fast.
Model Hunt & Prompt Search
Rapidly compare every model + prompt + param combo. Surface winners fast.
Model Hunt & Prompt Search
Rapidly compare every model + prompt + param combo. Surface winners fast.
Game-Level Editing
Regex, multi-cursor, live tests — refine training data like a dev edits code.
Game-Level Editing
Regex, multi-cursor, live tests — refine training data like a dev edits code.
Game-Level Editing
Regex, multi-cursor, live tests — refine training data like a dev edits code.
Finetune, Route, Export, Repeat
One-click fine-tuning + dynamic routing. Send results right back into your data vault.
Finetune, Route, Export, Repeat
One-click fine-tuning + dynamic routing. Send results right back into your data vault.
Finetune, Route, Export, Repeat
One-click fine-tuning + dynamic routing. Send results right back into your data vault.
INTEGRATIONS
Seamless Integrations
Run inference with any model
"Connect with 100's of LLMS - OpenAI, Mistral, Llama - without leaving the site"
BENEFITS
Why Choose Us?
Everything you need to manage your models & datasets in one place
Rapid Model Hunt
Bulk-compare OpenAI, Claude, Gemini, DeepSeek, or your own endpoints in one sweep
Rapid Model Hunt
Bulk-compare OpenAI, Claude, Gemini, DeepSeek, or your own endpoints in one sweep
Rapid Model Hunt
Bulk-compare OpenAI, Claude, Gemini, DeepSeek, or your own endpoints in one sweep
Prompt & Param Search
Auto-grid prompts, temperature, top-p, surafce the winning trio fast
Prompt & Param Search
Auto-grid prompts, temperature, top-p, surafce the winning trio fast
Prompt & Param Search
Auto-grid prompts, temperature, top-p, surafce the winning trio fast
One-Click Fine-Tune
LoRA or full tunes; A/B-Z until your version decisively outperforms baselines
One-Click Fine-Tune
LoRA or full tunes; A/B-Z until your version decisively outperforms baselines
One-Click Fine-Tune
LoRA or full tunes; A/B-Z until your version decisively outperforms baselines
Gold-Mine Outputs
Harvest the best answers from any run and drop them right into your dataset
Gold-Mine Outputs
Harvest the best answers from any run and drop them right into your dataset
Gold-Mine Outputs
Harvest the best answers from any run and drop them right into your dataset
Expert-Level Editing
Multi-cursor, regex, live previews, one-click tests, vibe-check starters
Expert-Level Editing
Multi-cursor, regex, live previews, one-click tests, vibe-check starters
Expert-Level Editing
Multi-cursor, regex, live previews, one-click tests, vibe-check starters
Versioned Data Vault
Diff, roll back, and track every tweak like Git-but for training data
Versioned Data Vault
Diff, roll back, and track every tweak like Git-but for training data
Versioned Data Vault
Diff, roll back, and track every tweak like Git-but for training data
FAQ'S
Frequently Asked Question
Find quick answers to the most common questions about our platform
Still Have Questions?
Still have questions? Feel free to get in touch with us today!
Why Dataset AI?
DatasetAI was built as an internal tool for Uncensored.com. Editing CSV/JSONL dataset files, scripting comparisons, then comparing them to 3rd party models etc. is painfully slow. DatasetAI is the tool we created to fuse the entire loop: data, models, and visibility come together to create a friction-free workspace for your data to grow.
Can I fine-tune models directly from DatasetAI?
Yes! DatasetAI supports exporting your datasets in multiple formats compatible with popular fine-tuning platforms including OpenAI Standard Fine-Tune, OpenAI DPO (Direct Preference Optimization), Langsmith, and OpenPipe. You can also initiate fine-tuning directly through our OpenPipe integration with a single click.
How does the "All Mode" feature work?
All Mode is a powerful productivity feature that allows you to apply changes simultaneously across all panels in your workspace. When activated, actions like applying parameter presets or changing models will affect all panels at once, saving you significant time when working with multiple models or configurations.
Can I customize model parameters for each test?
Absolutely! DatasetAI gives you complete control over model parameters like temperature, top_p, max tokens, presence penalty, and frequency penalty. You can create and save custom parameter presets, lock specific parameters, and even apply different configurations to each panel for precise testing and comparison.
What is DPO mode and when should I use it?
DPO (Direct Preference Optimization) mode allows you to provide preferred and non-preferred responses for each prompt, which is essential for training models that align with human preferences. Enable DPO mode when you want to create datasets specifically for preference-based fine-tuning, which helps models learn which outputs are better than others for the same input.
FAQ'S
Frequently Asked Question
Find quick answers to the most common questions about our platform
Still Have Questions?
Still have questions? Feel free to get in touch with us today!
Why Dataset AI?
DatasetAI was built as an internal tool for Uncensored.com. Editing CSV/JSONL dataset files, scripting comparisons, then comparing them to 3rd party models etc. is painfully slow. DatasetAI is the tool we created to fuse the entire loop: data, models, and visibility come together to create a friction-free workspace for your data to grow.
Can I fine-tune models directly from DatasetAI?
Yes! DatasetAI supports exporting your datasets in multiple formats compatible with popular fine-tuning platforms including OpenAI Standard Fine-Tune, OpenAI DPO (Direct Preference Optimization), Langsmith, and OpenPipe. You can also initiate fine-tuning directly through our OpenPipe integration with a single click.
How does the "All Mode" feature work?
All Mode is a powerful productivity feature that allows you to apply changes simultaneously across all panels in your workspace. When activated, actions like applying parameter presets or changing models will affect all panels at once, saving you significant time when working with multiple models or configurations.
Can I customize model parameters for each test?
Absolutely! DatasetAI gives you complete control over model parameters like temperature, top_p, max tokens, presence penalty, and frequency penalty. You can create and save custom parameter presets, lock specific parameters, and even apply different configurations to each panel for precise testing and comparison.
What is DPO mode and when should I use it?
DPO (Direct Preference Optimization) mode allows you to provide preferred and non-preferred responses for each prompt, which is essential for training models that align with human preferences. Enable DPO mode when you want to create datasets specifically for preference-based fine-tuning, which helps models learn which outputs are better than others for the same input.
FAQ'S
Frequently Asked Question
Find quick answers to the most common questions about our platform
Still Have Questions?
Still have questions? Feel free to get in touch with us today!
Why Dataset AI?
Can I fine-tune models directly from DatasetAI?
How does the "All Mode" feature work?
Can I customize model parameters for each test?
What is DPO mode and when should I use it?
Reach out anytime
Level up your LLMS with Dataset AI Playground
Master the model. Perfect the data. Loop.
team@datasetai.com
Reach out anytime
Level up your LLMS with Dataset AI Playground
Master the model. Perfect the data. Loop.
team@datasetai.com
Reach out anytime
Level up your LLMS with Dataset AI Playground
Master the model. Perfect the data. Loop.
team@datasetai.com