Oskrt/flux-3-action-so101-haller-green-pen-lora
robotics model by Oskrt
Older snapshot: check the original source for current information.
From the publisher
Model card & documentation
Source previewRead the publisher’s intended use, setup instructions, evaluations and limitations. The original model card is the source of truth.
Code, results and demo videos: github.com/Javgilavi/liminal (team Liminal, ERH Physical AI Hackathon 2026). A LoRA adapter for black-forest-labs/flux-3-action-so101, fine-tuned for one task on one arm of a static XLeRobot ("Haller", two SO-101 arms) at the ERH Physical AI Hackathon (17 to 18 October 2026, track "Imagine, Then Act"). It is one step of our 4-skill demo chain (open the box, green pen, yellow cutter, red pen), each skill with its own adapter. teleoperation), converted to one 6-D arm: the robot's LEFT arm (the dataset's right columns and rightwrist camera). Held out and never trained on: takes 63-65. limits). Ours is ws4/singlearm/runsinglearm.py in the team repo. 200 frames of the held-out takes (moving frames, seed 0, guidance 1). Arm MAE per joint (pan, lift, elbow, wrist flex, wrist roll) with the mean of the 5 arm joints in brackets; gripper MAE in % of its range; direction agreement per joint (pan…
Read the full model card ↗ · Preview checked 2026-10-31T18:24:25.239Z
Inside the original model card — Document outline
- FLUX 3 Action SO-101 LoRA: put the green pen in the green slot (Haller)
- Held-out results
- All checkpoints
- Normalization (important)
- Robot and observation contract
- Use
- Training
- License
Headings are captured from the source. Links open the publisher’s document, not a locally hosted copy.
Links from the model card
References supplied by the publisher, not independently verified endorsements. Check the destination before downloading files or entering credentials.
Documentation belongs to its respective authors. Reported project/model license: other. A listing is not a grant of reuse or training rights. Confirm the document’s own terms at the source.
Model overview
Oskrt/flux-3-action-so101-haller-green-pen-lora is a robotics model repository published by Oskrt on Hugging Face. The source reports the peft library.
This page summarizes Hub metadata. For intended use, training data, evaluation results and limitations, consult the original model card.
Model facts
- Task
- robotics
- Library
- peft
- Recent downloads (30 days)
- 0
- Cumulative likes
- 0
- Hugging Face trending score
- 0
- Reported safetensors parameters
- Not reported
- Architecture
- Not reported
- License
- other
- Access
- Not gated by Hugging Face
- Created
- 2026-10-18T05:59:03.000Z
- Last modified
- 2026-10-18T06:32:28.000Z
Compatibility and lineage
Language coverage was not reported.
Reported base models: black-forest-labs/flux-3-action-so101
Parameter count is not a RAM/VRAM requirement. Check precision, quantization, context length and runtime compatibility in the model card; no hardware or API-cost claim is inferred here.
Use and evaluate
Check license terms and access requirements first. Review the model card’s documented loading instructions, evaluations and safety limitations. Benchmark scores are not imported by this directory, and popularity is not an accuracy ranking.
No model weights are downloaded or executed by AltAPIs. Never enable remote model code without reviewing it.
Source and freshness
Source: Hugging Face Hub. Metadata observed 2026-10-18T06:43:02.030Z. Daily imports are snapshots, not real-time monitoring.
Popularity and source listings do not establish security, suitability, licensing rights or benchmark performance.
Related models
1977kantomoyuki/act_so101_test_20260920_143445
abdulrahimmirani/pi05-piperx-pick-cube-ft01-simdata
abdulrahimmirani/pi05-piperx-pick-cube-ft02-simdata