WORKBENCH
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$ gliner.load(use_cases)
✓ 1 demos
✓ runs locally or via hosted API
✓ lightweight models
✓ open and customizable
FASTINO LABS
BUILDING DECISION MODELS AT THE FRONTIER
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All
Browser use
Coding
Robotics
Gaming
Simulation
Document processing
Featured
11 USE CASES
1
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Browser use
Book a flight with browser use
A browser agent uses GLiNER2.5 to read flight numbers, dates, and passenger details off the page and complete the booking.
2
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Coding
Context compaction
Compresses long conversation history into a small set of typed entities an agent can carry forward.
3
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Robotics
Robotics simulation
We fine-tuned GLiNER2.5 model for robotic navigation demo.
4
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Simulation
Flight simulation
Using GLiDE to make decisions according to live weather conditions and land a flight at SFO.
5
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Simulation
Real-time LinkedIn post analysis
Zero-shot judging LinkedIn posts and piping verdicts through a simulated fruit-fly connectome to control an audience's reactions. Built with GLiNER2.5-Decide.
6
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Browser use
Ad blocker
Locally run ad-blocker using GLiNER2.5 to identify sponsored content and remove them without being detected by websites.
7
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Gaming
Wikipedia game
A side-by-side Wikiracing demo shows how a fine-tuned GLiNER2 chooses article links that move closer to a goal.
8
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Document processing
Analyzing ballot measures
Extracts key provisions, funding, tax impact, and voter-relevant details from ballot measures into a structured summary using GLiNER2.5-Decide model.
9
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Gaming
Playing Minesweeper
GLiNER2.5 used to play minesweeper against other LLMs and classifer models.
10
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Gaming
Wordle
Turns Wordle guesses and color feedback into constraints, then suggests the next candidate words with GLiNER2.5-Decide.
11
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Gaming
Dino race game
Google Dino Run game.
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TWO WAYS TO RUN OUR HOSTED MODELS
