179 Commits

Author SHA1 Message Date
Francesco Capuano
f3d931e1b2
Add direct access to action chunks (#1020)
* fix: sharing predicted chunk with user

* [pre-commit.ci] pre-commit autoupdate (#1011)

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

* Revert "[pre-commit.ci] pre-commit autoupdate" (#1025)

* fix(ci): Pin draccus (<0.10.0) and torch (<2.7) to fix pipeline (#1022)

Co-authored-by: imstevenpmwork <steven.palma@huggingface.co>
Co-authored-by: Simon Alibert <75076266+aliberts@users.noreply.github.com>

* fix(ci): Pin `torchcodec` (==0.2.1) to fix pipeline temporarly (#1030)

* Update tutorial (#1021)

Co-authored-by: Simon Alibert <75076266+aliberts@users.noreply.github.com>

* Add description motor order SO-101 leader (#1051)

* feat(encoding): switching to PyAV for ffmpeg related tasks (#983)

* feat(docs): Add new docs build process (#1046)

Co-authored-by: Mishig Davaadorj <dmishig@gmail.com>
Co-authored-by: Steven Palma <steven.palma@huggingface.co>

* Docs: adapt text + fix video code (#1064)

* Fix typos (#1070)

* docs: minor corrections and clean-up (#1089)

* Update 10_use_so100.md; use diff syntax (#944)

Co-authored-by: Pepijn <138571049+pkooij@users.noreply.github.com>

* Update 12_use_so101.md (#1081)

Co-authored-by: Pepijn <138571049+pkooij@users.noreply.github.com>

* bug fix for #1071 When --display_data=true, Failed running control_robot. (#1073)

* Add editable -e for feetech install command (#1133)

* Fix: emptying action queue between resets (#1117)

* fix: typos and grammar (#1148)

* Update README.md (#1160)

* Update README.md (#1163)

* [Fix]  Unpin torch beyond 2.6.0 & torchcodec beyond 0.2.1  (#1127)

* (hotfix): nightly CI by clipping pymunk version below 7.0.0 (#1182)

* [pre-commit.ci] pre-commit autoupdate (#1048)

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* Add SmolVLA (#1175)

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* Fix SmolVLA loss not sent to wandb (#1198)

* Hardware API redesign (#777)

Co-authored-by: Pepijn <138571049+pkooij@users.noreply.github.com>
Co-authored-by: Steven Palma <imstevenpmwork@ieee.org>
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* fix(smolvla): update record.py, fix populate_queues and remove unused dependencies (#1208)

* replaced OBS_ROBOT with OBS_STATE constant (#1211)

* Fix test_teleoperate (#1216)

* Fix LeKiwi example (#1217)

* Fix smolVLA dependencies (#1218)

* fix(pyserial): adding pyserial dependency to global ones (#1219)

* Update SmolVLA README.md (#1228)

* Fix unable to set camera width/height to non-default (#1225)

* Update tutorial link (#1250)

* update KochFollower.get_observation() so it returns same observation structure as SO101 (#1248)

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* [pre-commit.ci] pre-commit autoupdate (#1185)

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* Proposal for fix for enter_pressed on Windows (#1230)

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* fix: update pi0 dependency version constraint (#1247)

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

* Match motor names with ids lekiwi (#1261)

* fix issues: checkpoints keys mismatch and 'task' tokenisation in smolvla (#1256)

Co-authored-by: danaaubakirova <d.aubakirova@alumni.edu.kz>
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* fix(docs): update realsense documentation (#1268)

* Use HF Papers (#1120)

* Skip normalization parameters in load_smolvla (#1274)

* fix(record): no teleop needed when running with policy (#1284)

* Port HIL SERL (#644)

Co-authored-by: Michel Aractingi <michel.aractingi@huggingface.co>
Co-authored-by: Eugene Mironov <helper2424@gmail.com>
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* fix(docs): SmolVLA fine-tuning getting started (#1201)

Co-authored-by: Pepijn <138571049+pkooij@users.noreply.github.com>
Co-authored-by: danaaubakirova <d.aubakirova@alumni.edu.kz>
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* chore(teleop): print calibration path saved (#1286)

* chore(dependencies): add gamepad support with pygame and hidapi (#1287)

* Robot integration tutorial (#1285)

* fix(docs): update send_feedback docstrings

* Add sim tutorial, fix lekiwi motor config, add notebook links (#1275)

Co-authored-by: AdilZouitine <adilzouitinegm@gmail.com>
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Co-authored-by: Steven Palma <imstevenpmwork@ieee.org>

* Fixes on robot integration tutorial (#1290)

* Add keyboard teleop device to control the end effector robot  (#1289)

* Improve type hints (#1293)

* fix(record): no teleop arg in reset environment (#1294)

* `learner.py` import so101_leader instead of so100 (#1295)

Co-authored-by: Adil Zouitine <adilzouitinegm@gmail.com>

* Fixing `PI0` Policy (#1297)

* `gym_manipulator.py` Remove None value action_intervention of BaseLeaderTeleoperator (#1299)

* (chore): incorrect resume parameter in recording documentation (#1301)

* Update lekiwi.mdx  (#1229)

* bump `pi0` and `hil` transformers version (#1298)

* docs: fix imitation learning robots docs command (#1308)

* fix(benchmarks): remove .numpy() from frame in benchmark script (#1354)

* add smolvla to the supported policies to run tests (:

* add: chunk-level access for the policy

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* add: smolvla in availables

* remove: smolvla from library supported policies

* fix: change env for training, xarm is broken as of now

* add: predict_action_chunk to all supported policies

* fix: add robot type constants

* add: predict action chunk in base policy class

* restore original Makefile

* fix: minor

* fix: dict keys come from lerobot/constants

* fix: improve act encapsulation, properly supporting temporal ensembling

* fix: smolvla action chunking

* fix: very minor, but very annoying

* fix: minor

* fix minor naming

Co-authored-by: Steven Palma <imstevenpmwork@ieee.org>
Signed-off-by: Francesco Capuano <74058581+fracapuano@users.noreply.github.com>

* fix: refactoring inference for single actions and chunks into different components

* fix: minor

* fix: temporal ensembling

* fix: moving populate queues out of modular component for batch preparation

* fix: minor for CI

* fix: smovla debug

* fix: reward classifier, maybe the last policy lacking?

---------

Signed-off-by: Francesco Capuano <74058581+fracapuano@users.noreply.github.com>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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2025-06-27 10:19:19 +02:00
Pepijn
0b2285d1ec
Feat: Improve hub integration (#1382)
* feat(policies): Initial setup to push policies to hub with tags and model card

* feat: add dataset that is used to train

* Add model template summary

* fix: Update link model_card template

* fix: remove print

* fix: change import name

* fix: add model summary in template

* fix: minor text

* fix: comments Lucain

* fix: feedback steven

* fix: restructure push to hub

* fix: remove unneeded changes

* fix: import

* fix: import 2

* Add MANIFEST.in

* fix: feedback pr

* Fix tests

* tests: Add smolvla end-to-end test

* Fix: smolvla test

* fix test name

* fix policy tests

* Add push to hub false policy tests

* Do push to hub cleaner

* fix(ci): add push_to_hub false in tests

---------

Co-authored-by: Steven Palma <steven.palma@huggingface.co>
2025-06-26 14:36:16 +02:00
Francesco Capuano
ce6a26deeb
Fixing PI0 Policy (#1297) 2025-06-14 19:25:50 +02:00
Adil Zouitine
d8079587a2
Port HIL SERL (#644)
Co-authored-by: Michel Aractingi <michel.aractingi@huggingface.co>
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2025-06-13 13:15:47 +02:00
Simon Alibert
5c87365cc1
Skip normalization parameters in load_smolvla (#1274) 2025-06-13 11:06:45 +02:00
Quentin Gallouédec
edfebd522c
Use HF Papers (#1120) 2025-06-12 09:58:59 +02:00
Dana Aubakirova
d0521189b1
fix issues: checkpoints keys mismatch and 'task' tokenisation in smolvla (#1256)
Co-authored-by: danaaubakirova <d.aubakirova@alumni.edu.kz>
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2025-06-11 16:56:55 +02:00
Yushun Xiang
459c95197b
fix: update pi0 dependency version constraint (#1247)
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
2025-06-10 18:46:41 +02:00
Dhruva
a28f02ecb3
replaced OBS_ROBOT with OBS_STATE constant (#1211) 2025-06-06 09:25:51 +02:00
Steven Palma
09343acce7
fix(smolvla): update record.py, fix populate_queues and remove unused dependencies (#1208) 2025-06-06 09:17:02 +02:00
Simon Alibert
e23b41e79a
Hardware API redesign (#777)
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2025-06-05 17:48:43 +02:00
Ben Zhang
b536f47e3f
Fix SmolVLA loss not sent to wandb (#1198) 2025-06-05 11:13:03 +02:00
mshukor
bfd26eef5a
Add SmolVLA (#1175)
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2025-06-03 17:11:50 +02:00
Ragnar
bed90e3a41
fix: typos and grammar (#1148) 2025-05-25 17:20:45 +02:00
Steven Palma
4041f57943
feat(visualization): replace cv2 GUI with Rerun (and solves ffmpeg versioning issues) (#903) 2025-04-09 17:33:01 +02:00
mshukor
1c873df5c0
Support for PI0+FAST (#921)
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2025-04-04 11:51:11 +02:00
Steven Palma
78fd1a1e04
chore(docs): update docs (#911) 2025-03-27 09:55:06 +01:00
Qizhi Chen
a774af2eab
fix pi0 action padding name (#893)
Co-authored-by: Steven Palma <imstevenpmwork@ieee.org>
2025-03-25 11:24:46 +01:00
Pepijn
e8159997c7
User/pepijn/2025 03 17 act different image shapes (#870) 2025-03-18 11:09:05 +01:00
Steven Palma
5e9473806c
refactor(config): Move device & amp args to PreTrainedConfig (#812)
Co-authored-by: Simon Alibert <75076266+aliberts@users.noreply.github.com>
2025-03-06 17:59:28 +01:00
Steven Palma
5d24ce3160
chore(doc): add license header to all files (#818) 2025-03-05 17:56:51 +01:00
Yachen Kang
b80e55ca44
change "actions_id_pad" to "actions_is_pad"(🐛 Bug) (#774)
Co-authored-by: Steven Palma <imstevenpmwork@ieee.org>
2025-03-05 01:31:56 +01:00
Simon Alibert
a1809ad3de
Add typos checks (#770) 2025-02-25 23:51:15 +01:00
Simon Alibert
3354d919fc
LeRobotDataset v2.1 (#711)
Co-authored-by: Remi <remi.cadene@huggingface.co>
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2025-02-25 15:27:29 +01:00
Simon Alibert
c4c2ce04e7
Update pre-commits (#733) 2025-02-15 15:51:17 +01:00
Simon Alibert
e71095960f
Fixes following #670 (#719) 2025-02-12 12:53:55 +01:00
Simon Alibert
90e099b39f
Remove offline training, refactor train.py and logging/checkpointing (#670)
Co-authored-by: Remi <remi.cadene@huggingface.co>
2025-02-11 10:36:06 +01:00
Remi
638d411cd3
Add Pi0 (#681)
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2025-02-04 18:01:04 +01:00
Simon Alibert
3c0a209f9f
Simplify configs (#550)
Co-authored-by: Remi <remi.cadene@huggingface.co>
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2025-01-31 13:57:37 +01:00
Hirokazu Ishida
538455a965
feat: enable to use multiple rgb encoders per camera in diffusion policy (#484)
Co-authored-by: Alexander Soare <alexander.soare159@gmail.com>
2024-10-30 11:00:05 +01:00
Alexander Soare
a60d27b132
Raise ValueError if horizon is incompatible with downsampling (#422) 2024-09-09 17:22:46 +01:00
Joe Clinton
f17d9a2ba1
Bug: Fix VQ-Bet not working when n_action_pred_token=1 (#420)
Co-authored-by: Alexander Soare <alexander.soare159@gmail.com>
2024-09-09 09:41:13 +01:00
Jack Vial
b2896d38f5
fix(act): n_vae_encoder_layers config parameter wasn't being used (#400) 2024-09-02 18:29:27 +01:00
NielsRogge
86bbd16d43
Improve discoverability on the hub (#325)
Co-authored-by: Lucain <lucainp@gmail.com>
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2024-08-19 15:16:46 +02:00
Alexander Soare
0f6e0f6d74
Fix input dim (#365) 2024-08-19 11:42:32 +01:00
Halvard Bariller
7a3cb1ad34
Adjust the timestamps' description in Diffusion Policy (#343)
Co-authored-by: Alexander Soare <alexander.soare159@gmail.com>
2024-07-26 12:47:03 +01:00
Alexander Soare
f8a6574698
Add online training with TD-MPC as proof of concept (#338) 2024-07-25 11:16:38 +01:00
Alexander Soare
abbb1d2367
Make sure policies don't mutate the batch (#323) 2024-07-22 20:38:33 +01:00
Alexander Soare
c0101f0948
Fix ACT temporal ensembling (#319) 2024-07-16 10:27:21 +01:00
Alexander Soare
471eab3d7e
Make ACT compatible with "observation.environment_state" (#314) 2024-07-11 13:12:22 +01:00
Seungjae Lee
64425d5e00
Bug fix: fix error when setting select_target_actions_indices in vqbet (#310)
Co-authored-by: Alexander Soare <alexander.soare159@gmail.com>
2024-07-10 17:56:11 +01:00
Alexander Soare
cc2f6e7404
Train diffusion pusht_keypoints (#307)
Co-authored-by: Remi <re.cadene@gmail.com>
2024-07-09 12:35:50 +01:00
Simon Alibert
74362ac453
Add VQ-BeT copyrights (#299) 2024-07-04 13:02:31 +02:00
Alexander Soare
342f429f1c
Add test to make sure policy dataclass configs match yaml configs (#292) 2024-06-26 09:09:40 +01:00
Seungjae Lee
7d1542cae1
Add VQ-BeT (#166) 2024-06-26 08:55:02 +01:00
Thomas Wolf
48951662f2
Bug fix: missing attention mask in VAE encoder in ACT policy (#279)
Co-authored-by: Alexander Soare <alexander.soare159@gmail.com>
2024-06-19 12:07:21 +01:00
Jihoon Oh
b72d574891
fix Unet global_cond_dim to use state dim, not action dim (#278) 2024-06-17 15:17:28 +01:00
Alexander Soare
15dd682714
Add multi-image support to diffusion policy (#218) 2024-06-17 08:11:20 +01:00
Wael Karkoub
54c9776bde
Improves Type Annotations (#252) 2024-06-10 19:09:48 +01:00
Ruijie
b0d954c6e1
Fix bug in normalize to avoid divide by zero (#239)
Co-authored-by: rj <rj@teleopstrio-razer.lan>
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2024-06-04 12:21:28 +02:00