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feat/add-pi05
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feat/add_macos_ci
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feat/add_pi_pipeline_accell
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fix/pandas-parquet-dataset-v30
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user/azouitine/2025-4-8-softmax-grasp-critic
user/azouitine/fix-dtype-normalization
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user/fracapuano/2025_06_19_droid_v3
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feat/add_pi_pipeline_accell
feat/add_processor_to_eval
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v0.3.2
v0.3.3
v0.4.0
v0.4.1
v0.4.2
v0.4.3
v0.4.4
v0.5.0
v0.5.1
-
9f437d86b6
fix(groot): align GR00TN15Config with transformers config dataclasses (#3606)
Haoming Song
2026-05-22 16:31:04 +08:00 -
b74a551d38
fix(pi0, pi05): stabilize torch.compile and expand test coverage (#3610)
Haoming Song
2026-05-22 16:29:34 +08:00 -
a94d9f119c
fix(info): fixing info metadata update when is_depth_map was set
CarolinePascal
2026-05-22 02:48:30 +02:00 -
8a615070e7
fix(pre-commit): fixing mutable defautl value
CarolinePascal
2026-05-22 02:07:33 +02:00 -
8e56797287
feat(refactor): refactor DepthEncoderConfig quantization pipeline, so that the methods do not live in the config class. Add pixel format - channels validation.Move the default pixel format for depth in the config file.
CarolinePascal
2026-05-22 02:06:37 +02:00 -
7498f1cf61
feat(pix_fmt channels): use PyAv to check get pixel formats number of channels
CarolinePascal
2026-05-22 02:01:05 +02:00 -
c0a2e9814d
fix examples (#3623)
Nikodem Bartnik
2026-05-21 22:14:07 +02:00 -
72a429764a
tests(depth): adding new tests for depth integration validation
CarolinePascal
2026-05-21 20:20:40 +02:00 -
4ea8653ca3
test(fix): fixing exisiting tests to still work with latest features
CarolinePascal
2026-05-21 19:56:00 +02:00 -
eeabb4d258
chore(typos): fixing typos
CarolinePascal
2026-05-21 16:11:22 +02:00 -
e050d0fe0a
fix(recipes): use active_at for memory_update, rebalance subtask_mem
pepijn
2026-05-21 14:53:13 +00:00 -
2b8d7b3c06
fix(plumbing): fixing missing parts in the depth maps pipeline
CarolinePascal
2026-05-21 16:11:01 +02:00 -
2ca030fa28
fix(pi052): build processors from current config
pepijn
2026-05-21 13:54:29 +00:00 -
4a49f4a391
fix(stop_event): fixing stop_event race condition in camera classes
CarolinePascal
2026-05-21 15:51:12 +02:00 -
36f828221c
fix(pi05): preserve pretrained paligemma lm head
pepijn
2026-05-21 13:25:03 +00:00 -
d41d874581
fix(pi052): debug parity harness truncates prompt instead of masking
Pepijn
2026-05-21 15:09:36 +02:00 -
bac4f61eae
refactor: support custom progress parquet overlays (#3640)
Khalil Meftah
2026-05-21 14:32:10 +02:00 -
15647f50a2
feat(is_depth): simplifying is_depth nested name + legacy support
CarolinePascal
2026-05-21 14:26:16 +02:00 -
e87933302d
feat(depth shape): ensuring depth maps shape is always including the channel
CarolinePascal
2026-05-21 14:25:42 +02:00 -
efa05f0ada
fix(train): unwrap DDP policy in debug_text_predictions hook
Pepijn
2026-05-21 13:41:20 +02:00 -
e98b6f726b
feat(train): debug dump runs inference too, with parity check
Pepijn
2026-05-21 12:27:32 +02:00 -
f7747d02a9
feat(train): periodic LM-head prediction dump for live debugging
Pepijn
2026-05-21 12:23:05 +02:00 -
86ecd4bc2e
add subtask memory training recipe
pepijn
2026-05-21 09:56:10 +00:00 -
28b86449a2
fix(pi05): cast attention masks to model dtype
pepijn
2026-05-21 09:51:12 +00:00 -
f4b834844e
Feat/clean can bus (#3526)
Virgileboat
2026-05-21 11:44:04 +02:00 -
5cfca59ec7
fix(rewards/topreward): add missing input keys mm_token_type_ids
Khalil Meftah
2026-05-21 11:05:02 +02:00 -
5bb2da4da6
fix(pi052): VQA target format = "label <loc><loc>" not "<loc><loc> label"
Pepijn
2026-05-20 18:56:48 +02:00 -
f7b989ad97
fix(pi052): read backbone dtype from q_proj, not first parameter
Pepijn
2026-05-20 18:46:08 +02:00 -
3b4376aa33
fix(pi052): cast attention bias to model dtype for bf16 inference
Pepijn
2026-05-20 18:42:26 +02:00 -
f6ecb7b955
refactor(rewards): clean up TOPReward processor/model
Khalil Meftah
2026-05-20 17:39:21 +02:00 -
840dae3277
feat(robots): add MIT-mode option to reBot B601-DM follower
rebot-mit-mode
Pepijn
2026-05-20 17:22:56 +02:00 -
3cf5e3c8cb
chore(format): format code
CarolinePascal
2026-05-20 16:47:22 +02:00 -
33a3b5a982
feat(depth maps writer): adding support for raw depth maps recording with image writer
CarolinePascal
2026-05-20 16:42:16 +02:00 -
1dafb4acf6
feat(viz): render depth observations as rr.DepthImage in Viridis
CarolinePascal
2026-05-20 16:22:34 +02:00 -
14df709201
feat(record): plumb DepthEncoderConfig through lerobot-record
CarolinePascal
2026-05-20 16:14:14 +02:00 -
d6f97ae17f
feat(robots/so_follower): emit + populate depth keys when use_depth
CarolinePascal
2026-05-20 16:09:53 +02:00 -
085f574301
feat(features): route 2D camera shapes to observation.depth.<key>
CarolinePascal
2026-05-20 15:50:46 +02:00 -
f15348e769
feat(cameras/realsense): expose async depth in metric meters
CarolinePascal
2026-05-20 15:24:47 +02:00 -
99c0d93b34
add more base models to generate model card
docs/model-card-improvements
Nikodem Bartnik
2026-05-20 12:24:32 +02:00 -
a0233f53f4
feat(annotate): default VLM to Qwen3.6-35B-A3B-FP8
Pepijn
2026-05-20 11:46:59 +02:00 -
34269a5d78
fix(pi052): register PaliGemma <loc> tokens so they tokenize as single ids
Pepijn
2026-05-20 11:41:41 +02:00 -
c62784e14c
add port and fix formatting
Nikodem Bartnik
2026-05-20 10:56:59 +02:00 -
cc6a2cac43
update policy deployment instruction with rollout
Nikodem Bartnik
2026-05-20 10:55:18 +02:00 -
e51d45dd2c
feat(depth): wire DatasetReader to decode_depth_frames
CarolinePascal
2026-05-19 23:46:28 +02:00 -
d39698da0f
feat(depth): wire StreamingVideoEncoder + writer to depth encoder
CarolinePascal
2026-05-19 23:23:27 +02:00 -
75507491bf
fix(pi052): VQA <loc> conversion treats coords as 0-1000 normalized
Pepijn
2026-05-19 23:21:28 +02:00 -
88519cb14c
fix(pi052): quantile-normalize actions before FAST tokenizer fit
Pepijn
2026-05-19 23:02:20 +02:00 -
bc0c993b25
fix(pi052): FAST tokenizer fit read actions from column, not ds[i]
Pepijn
2026-05-19 22:51:53 +02:00 -
b4c31f0f67
feat(depth): plumb DepthEncoderConfig through LeRobotDataset and DatasetWriter
CarolinePascal
2026-05-19 22:50:19 +02:00 -
ddf4bc2063
fix(pi052): knowledge insulation crashed on wrong _gated_residual import
Pepijn
2026-05-19 22:48:02 +02:00 -
b7317b6c29
test(pi052): round-trip coverage for VQA <loc> conversion
Pepijn
2026-05-19 22:24:24 +02:00 -
c026aed8f8
feat(pi052): train VQA spatial answers in PaliGemma <loc> format
Pepijn
2026-05-19 20:23:46 +02:00 -
70ad322676
feat(rewards): add TOPReward reward model
Khalil Meftah
2026-05-19 18:00:18 +02:00 -
e425dfd624
fix(processor): fallback to task message when recipe misses
pepijn
2026-05-19 15:31:24 +00:00 -
15f79b5e5e
fix(pi052): supervise an EOS token at the end of each text target
Pepijn
2026-05-19 17:22:22 +02:00 -
0cc5162078
feat(depth): extend quantization tools to better fit the encoding/decoding pipeline
CarolinePascal
2026-05-19 17:10:47 +02:00 -
dfdc48a7f1
fix(datasets): bound VideoDecoderCache to prevent OOM on large datasets (#3614)
Roham Z. Nobari
2026-05-19 16:54:25 +02:00 -
6a8878a639
fix(datasets): normalize shape=(1,) numeric values before HF encoding (#3344)
四七
2026-05-19 22:53:19 +08:00 -
b960524d93
feat(depth): persist depth metadata
CarolinePascal
2026-05-19 16:11:21 +02:00 -
088352383d
feat(video): add ffv1 to supported codecs
CarolinePascal
2026-05-19 15:48:27 +02:00 -
d38eb89f71
feat(video re-encoding): Adding utility and dataset edition tool for video re-encoding (#3611)
Caroline Pascal
2026-05-19 14:46:14 +02:00 -
7ab4936b1b
Add extensive language support (#3467)
Pepijn
2026-05-19 14:46:11 +02:00 -
2ea0da2d9f
fix(annotate): tag uploaded dataset revision
pepijn
2026-05-19 12:44:35 +00:00 -
725ac95b0d
feat(runtime): make the interactive runtime drive PI052 too
Pepijn
2026-05-19 14:28:55 +02:00 -
7b64e5498d
revert(annotate): move memory + speech prompts to base PR (#3471)
Pepijn
2026-05-19 14:17:52 +02:00 -
134a707c7a
feat(annotate): first-person memory narrative + shorter speech prompts
Pepijn
2026-05-19 14:17:30 +02:00 -
182f10184f
revert(annotate): move pipeline changes to base PR (#3471)
Pepijn
2026-05-19 14:07:23 +02:00 -
ca8c60a0ed
Set OpenCV fourcc after size and fps (#3620)
von Neumann 101
2026-05-19 20:06:41 +08:00 -
ce47075d6b
feat(annotate): deterministic plan, single-frame VQA, dataset tagging
Pepijn
2026-05-19 14:06:15 +02:00 -
26013da699
feat(annotations): enforce imperative verb-first subtask phrasing
Pepijn
2026-05-19 13:52:54 +02:00 -
bb31988915
fix(pi052): pass 4d masks to prefix-only forwards
pepijn
2026-05-18 21:07:13 +00:00 -
2629175d2d
fix(pi05): use fused AdamW by default
pepijn
2026-05-18 19:23:17 +00:00 -
2b4c5f49e3
fix(pi05): disable foreach AdamW by default
pepijn
2026-05-18 18:58:17 +00:00 -
22c9c4905e
fix(pi052): avoid dense CE over padded tokens
pepijn
2026-05-18 18:40:34 +00:00 -
7960cc14ec
fix(pi052): call policy preprocessing helpers
pepijn
2026-05-18 17:52:47 +00:00 -
3c15fd8537
feat(robots): natively integrate Seeed Studio reBot B601-DM arm (#3624)
Pepijn
2026-05-18 19:49:21 +02:00 -
1750a87104
fix(pi052): handle batched rendered messages
pepijn
2026-05-18 17:41:58 +00:00 -
0e2dc1b76f
fix(pi052): supervise only FAST action-code tokens
pepijn
2026-05-18 17:38:34 +00:00 -
42214d1c7a
feat(depth): add depth quantization helpers and tests
CarolinePascal
2026-04-26 00:02:13 +02:00 -
474c5478d9
tune(annotations): VQA emission anchors a single frame (K 3 -> 1)
Pepijn
2026-05-18 17:24:36 +02:00 -
f72b28738a
fix(annotate): default keyframe decode to ffmpeg CLI (thread-safe)
Pepijn
2026-05-18 16:40:29 +02:00 -
1bd53cc7da
fix(annotate): decode keyframes via ffmpeg CLI fallback
Pepijn
2026-05-18 16:08:31 +02:00 -
0f5f0e4091
refactor(recipes): rename recipes, drop pi05_hirobot
Pepijn
2026-05-18 16:02:15 +02:00 -
7128bb1769
fix(annotate): decode keyframes via PyAV directly
Pepijn
2026-05-18 15:45:04 +02:00 -
426d48dbbf
fix(pi052): port the smolvla2 text-head fixes to pi052
Pepijn
2026-05-18 15:42:19 +02:00 -
fbcb9225f5
feat: oversample sparse VQA annotations (recipe consumption + weighted sampler)
Pepijn
2026-05-18 15:30:00 +02:00 -
31e0c15e55
fix(annotate): pyav fallback when torchcodec keyframe decode fails
Pepijn
2026-05-18 15:23:53 +02:00 -
c5676ef1b3
feat(annotate): add dest_repo_id for separate push target
Pepijn
2026-05-18 15:05:23 +02:00 -
5ebbdf3d05
Mention the new Lance LeRobotDataset implementation in the docs (#3609)
Quentin Lhoest
2026-05-18 14:51:26 +02:00 -
b319ccf688
fix(smolvla2): only prompt for a camera when a VQA overlay is drawn
Pepijn
2026-05-18 14:50:19 +02:00 -
3174e14bc0
fix(smolvla2): feed all cameras to VQA generation, not just the chosen one
Pepijn
2026-05-18 14:46:38 +02:00 -
dc530e10fe
feat(smolvla2): VQA example prompts in the panel; drop quotes from hints
Pepijn
2026-05-18 14:42:32 +02:00 -
e7c5613a39
refactor(smolvla2): command-driven runtime — no startup prompts
Pepijn
2026-05-18 14:37:51 +02:00 -
516ffc7687
feat(smolvla2): --mode flag, skip task picker with --task, timed /action
Pepijn
2026-05-18 14:26:12 +02:00 -
7a68bf13d9
feat(recipes): add hirobot_memory — hirobot + memory + spoken tool-call replies
Pepijn
2026-05-18 14:21:41 +02:00 -
15229468d0
feat(smolvla2): startup mode prompt; rename /vlm mode to /question
Pepijn
2026-05-18 14:17:03 +02:00 -
a9cea3e8dd
fix(smolvla2): make the autonomous REPL usable for slash commands / VQA
Pepijn
2026-05-18 14:10:13 +02:00 -
89d4846590
fix(smolvla2): always show the startup task picker on a TTY
Pepijn
2026-05-18 14:04:53 +02:00 -
9dfc9084e1
review: decode keyframes via video_utils.decode_video_frames
Pepijn Kooijmans
2026-05-18 14:00:38 +02:00 -
6e035fb169
Update reward config and model card template (#3625)
Khalil Meftah
2026-05-18 13:12:15 +02:00