Techniques · Strikes

The low kicks

The right low roundhouse and the left one off a switch.

Its own training$27.6511 runs, 37.2 h
Shared training it was part of$19.889 runs with other techniques

Where it stands

TechniqueTeacher keptIn the studentOwn runs
right low kicklowkickR4-295.9M28 October 2026300.0M31 October 20265
left low kicklowkickL7-285.9M29 October 2026300.0M31 October 20266

The kicks were the first thing I tried to capture, and the first attempt failed. On 22 October my kicks were filmed on one phone, from the front, and their depth guessed by hand-tuned rules; one view can’t even tell which foot is in front. After four review rounds my verdict was “worse than before”, and I had the code deleted. We agreed to film again with two phones and triangulate.

That was Muay Thai 03, take_01, filmed in the gym on 25 October. The right low kick (4.40–6.10 s) is the rear-leg roundhouse to the thigh, the ankle 0.67 m up at the impact. The left one (9.80–11.65 s) is a switch: the hop, the kick, the switch back. In the switch hop the foot’s inverse kinematics flicked the knee in by about 40° over four frames. I saw it, and the kicking hip now keeps my own angles with a smoothed correction. Each kick is aimed a little up, down, left and right, ±10 cm, but not nearer or farther.

Four kick teachers, both low and both mid, trained in parallel on rented GPUs on 26 October, cloned from distill4 (work log). The right low kick, lowkickR1-223.2M, is the weakest of the four: 6 of 30 in the air, slow, and 0 of 30 at the bag. It reaches but doesn’t snap. The left, lowkickL1-224.6M, hits 30 of 30 in the air at 6.8–7.6 m/s but brakes into the bag: 0 of 30. Neither falls.

On the videos I saw two things wrong. The green dot sat outside the bag, so of course the kick missed the bag. And after the kick the fighter bent its body left and right, where my reference stayed balanced. The second round, lowkickR2 and lowkickL2, hangs the bag with its centre on the target (the dot 17 cm inside the face) and pays for not bending sideways. lowkickL2-227.4M hits 30 of 30 in the air and 30 of 30 at the bag (the first round 0), bending sideways 4–6° after the kick, with no falls. lowkickR2-286.1M is still the weak one: 12 of 30 at the bag, but 0 of 30 in the air, because it stops at the target instead of kicking through it. It no longer bends the wrong way (4–8°, where the first round bent 14–35°). I kept both on the videos on 28 October: “Looks good, please mark it keep”. Neither is in the student yet.

What I think, as a coach

On the aim: “it doesn’t need a huge range”.

On the first teachers’ videos: “the green dot is completely outside the bag so of course it’ll miss the bag … let’s put the green dot completely inside the bag at the appropriate height depending on the kick”. And: “after the kick the fighter loses balance, it bends its body left and right, that should not happen, in the reference it balanced well”.

My notes on the move, from the first attempt: the shin goes forward through the target, the low kick at the opponent’s thigh; the leg rebounds out to the side, folds knee-out with the foot tucked under, and lands at stance width.

Every attempt

Every run that trained these techniques on its own, in order.

RunOutcomeMachinesHoursCost
lowkickL7-2026103029 October · left low kick · kept lowkickL7-285.9MKept42.8$1.77
lowkickL6-2026102929 October · left low kickTraining166.6$4.20
lowkickL5-2026102929 October · left low kickTraining22.7$1.79
lowkickR5-2026102929 October · right low kickTraining43.1$2.25
lowkickL4-2026102928 October · left low kickTraining135.6$3.61
lowkickR4-2026102928 October · right low kick · kept lowkickR4-295.9MKept32.9$1.74
lowkickR3-2026102928 October · right low kickTraining22.9$2.09
lowkickL2-2026102727 October · left low kick · kept lowkickL2-227.4M · Teachers: the kicksKept22.6$2.35
lowkickR2-2026102727 October · right low kick · kept lowkickR2-286.1M · Teachers: the kicksKept12.6$3.15
lowkickL1-2026102626 October · left low kick · kept lowkickL1-224.6M · Teachers: the kicksKept22.6$2.35
lowkickR1-2026102626 October · right low kick · kept lowkickR1-223.2M · Teachers: the kicksKept22.6$2.36
11 training runs5137.2$27.65

Shared training

Runs that trained it together with other techniques: a base model, a retrain onto a new stance, a distillation into the student. Their whole cost is counted once, in the shared figure above, not split.

How the models descend

Its own runs, each with an arrow from the run it started from; faded boxes are models from elsewhere it started from or learnt from. Tap a run for its details. The whole history is on the lineage page.

Model lineage: 12 runs, each an arrow from the run it started from, dashed from its teachers.TeachersStudents24 Oct26 Oct27 Oct28 Oct29 Octdistill4lowkickL1lowkickR1lowkickR2lowkickL2lowkickR3lowkickL4lowkickR4lowkickL5lowkickR5lowkickL6lowkickL7
keptstudent (distilled)not kept, stopped or failedstarted fromlearnt from (teacher)Tap a run for its details. Scroll sideways for time.

The work logs