[01] kernel
.init
Open-source model · Live on Hugging Face

The Data Was There.
Nobody

800 matches analyzed. 44 original metrics. Decades of sports science, cognitive psychology, and tactical theory — all locked in journals, spreadsheets, and the heads of people who never had time to share it.

Finta is the first AI that connects all of it — and puts it in the hands of every coach, analyst, scientist, and player who ever asked a question the game couldn't answer fast enough.

[02] mani
festo
.md
>Football didn't need another chatbot that googles tactics for you.
>It needed an intelligence that has actually read the research.
>That knows when xG lies. That designs sessions using ecological dynamics,
not recycled YouTube drills.
>That speaks to a grassroots volunteer with the same respect
it gives a Premier League analyst.
>We fine-tuned a 7-billion-parameter model on everything we know about the game.
>Not to replace you. To make you unreasonably effective.
[03] imports
.log
xG ModelsPressing TriggersConstraints-Led Approach Formation PlasticityTactical EntropyPPDA Cognitive LoadPeriodizationEcological Dynamics Decision Value3D-MOT NeuroTrackerBrain Endurance Training Skill AcquisitionVoronoi DiagramsGame Model Design Set Piece AnalyticsACWRMeridian Compass xG ModelsPressing TriggersConstraints-Led Approach Formation PlasticityTactical EntropyPPDA Cognitive LoadPeriodizationEcological Dynamics Decision Value3D-MOT NeuroTrackerBrain Endurance Training Skill AcquisitionVoronoi DiagramsGame Model Design Set Piece AnalyticsACWRMeridian Compass
// who
finta
serves

For everyone
who loves this game.

[04] coach
.query
23:04
ROLE
QUERY

Saturday's U14 match was chaos — your back line pressed individually, the midfield vanished, and transitions looked like a fire drill. You need tomorrow's training to fix the press without a 40-page UEFA manual.

Ask Finta. In 30 seconds, you get a complete session plan — exact pitch dimensions, player counts, constraints, coaching cues, progressions — designed with the Constraints-Led Approach, not a random YouTube rondo. You walk onto the pitch knowing exactly what to say, when to intervene, and why every drill transfers to Saturday.

OUTPUT
[05] science
.query
lab→pitch
ROLE
QUERY

Your department just published on cognitive load decay in high-press systems. Brilliant work. But translating p-values into coaching language takes weeks — and by then, the first team has moved on.

Finta speaks both dialects. Feed it your findings, and it returns training applications that a coach can run tomorrow. It knows Brain Endurance Training protocols, 3D-MOT baselines, Individual Alpha Peak Frequency ranges, and how to explain all of it to someone whose science education ended at GCSE. Your research finally reaches the people who need it.

OUTPUT
[06] media
.query
18:00
ROLE
QUERY

You've got the xG chart. The passing networks. The heat maps. What you don't have is the tactical depth to explain why Team X's press collapsed in the second half — or why PPDA alone is lying to your readers.

Finta doesn't regurgitate stats. It tells you that PPDA masks the difference between organized pressure and desperate chasing. It surfaces the Second Half Decay Rate, explains the counter-pressing archetype the opponent exploited, and hands you a narrative arc that educates your audience instead of numbing them with numbers.

OUTPUT
[07] academy
.query
2029
ROLE
QUERY

The board wants "the next academy graduate in the first team by 2029." But your development pathway still relies on blocked practice, adult periodization scaled down, and scouting reports that measure sprint speed over decision-making.

Finta designs long-term player development plans grounded in skill acquisition science — CLA, ecological dynamics, representative learning design. It builds age-appropriate periodization that respects developmental windows. It evaluates talent using Decision Value and Pressure Decision Decay — metrics that measure what matters: thinking under pressure, not who runs fastest at 14.

OUTPUT
[08] analyst
.query
T-48h
ROLE
QUERY

Your Formation Plasticity Index dropped 23% since the tactical shift. Corridor Diversity is collapsing. Tactical Entropy suggests the team is becoming predictable. You know this. The board doesn't speak this language.

Finta contextualizes every metric — explains what it measures, when it breaks down, and what complementary data you need. It gives you the narrative framework to present with conviction, acknowledges the limitations before someone else does, and helps you translate analyst-speak into decisions the board can act on.

OUTPUT
[09] player
.query
self
ROLE
QUERY

You know something changes after the 70th minute. Your touches get heavier, decisions slower, passes safer. Everyone says "fitness." But nobody explains why your brain fatigues faster than your legs.

Finta does. It explains cognitive load decay, introduces you to quiet eye training for your finishing, and gives you three daily habits to sharpen your weak foot — not a 90-minute gym programme, but small, consistent actions based on how the brain actually learns motor skills. It talks to you like a mentor, not a textbook.

OUTPUT
[10] stats
.df
corpus
metricvaluedistributiondescription
matches_analyzed
0
Matches Analyzed
original_metrics
0
Original Metrics
statistical_fields
0
Statistical Fields
tactical_sources
0
Tactical Sources
parameters
0
Billion Parameters
[11] know
ledge
.map
11 domains  ·  66 subthemes  ·  460+ concepts
[12] archi
tecture
.md
🧠

Thinks in Systems, Not Keywords

Built on complex systems theory and ecological dynamics. Finta understands that a pressing problem might be a courage problem, a fatigue problem, or a formation problem — and asks the right follow-up.

🎓

Adapts to Who's Asking

A grassroots volunteer and a Premier League analyst get different answers to the same question. Same depth, different language. No condescension. No jargon walls.

💫

Honest About What It Doesn't Know

No hallucinated statistics. No fabricated match data. When Finta isn't sure, it says so — and tells you exactly what it can offer instead. Trust is not optional in sport.

Session-Ready in Seconds

Every drill comes with all 10 elements: objective, player count, dimensions, duration, setup, rules, coaching cues, progressions, game link, and a verbal diagram. Take it to training tonight.

🔐

Youth Safety First

Never recommends adult loads for young players. No heading for under-13s. No supplements for minors. Development over results — always.

🌐

Bilingual by Design

Responds in French or English, using the correct football terminology for each. Metrics stay in English universally — xG is xG in every language.

[13] philos
ophy
.md

The best coaches don't have more data. They have better questions. Finta was built to make every question in football sharper — and every answer immediately usable.

— The Finta Philosophy
[14] deploy
.sh
free

The Model is Open Source.

Fine-tuned. Free. Waiting for your first question. Football intelligence shouldn't be locked behind a paywall.

Open on Hugging Face