Pepijn 4e056081cb feat(streaming): seeded shard-order permutation per (seed, epoch, rank) ...

Shards were assigned to consumers in file-index order, so a sub-epoch
run over a corpus consolidated source-by-source trains on whatever the
first N% of files contains and drifts curriculum-style as sources change
under it. Permute the rank's shard list with a seeded RNG before worker
striding: a 30%-of-epoch run now sees a uniform 30% sample of files.

The permutation is seeded by (seed, epoch, rank) only - every DataLoader
worker of a rank must derive the identical list, since workers stride it
and disagreement would create overlapping shard assignments. It re-draws
each epoch, is the identity when shuffle=False, and stays deterministic
for fast-forward resume.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

2026-06-11 17:08:26 +02:00

..

artifacts

feat(encoding parameters): adding support for user provided video encoding parameters (#3455)

2026-05-14 23:46:42 +02:00

async_inference

feat(dependencies): minimal default tag install (#3362)

2026-04-12 20:03:04 +02:00

cameras

test(cameras): skip flaky async_read test (#3106)

2026-03-08 14:02:33 +01:00

configs

Add extensive language support (#3467)

2026-05-19 14:46:11 +02:00

datasets

feat(streaming): seeded shard-order permutation per (seed, epoch, rank)

2026-06-11 17:08:26 +02:00

envs

feat(envs): add RoboTwin 2.0 benchmark (#3315)

2026-04-20 17:46:39 +02:00

fixtures

feat(encoding parameters): adding support for user provided video encoding parameters (#3455)

2026-05-14 23:46:42 +02:00

mocks

feat(dependencies): minimal default tag install (#3362)

2026-04-12 20:03:04 +02:00

motors

fix(feetech): motor position readings overflow (#3373)

2026-04-13 22:39:58 +02:00

optim

feat(dependencies): minimal default tag install (#3362)

2026-04-12 20:03:04 +02:00

policies

feat(policies): add VLA-JEPA (#3568)

2026-06-04 19:22:51 +02:00

processor

feat(processor): Add in-memory processor pipeline serialization (#3732)

2026-06-08 11:27:24 +02:00

rewards

feat(rewards): add ROBOMETER reward model (#3627)

2026-05-29 21:45:39 +02:00

rl

RL stack refactoring (#3075)

2026-05-12 15:49:54 +02:00

robots

feat(robots): natively integrate Seeed Studio reBot B601-DM arm (#3624)

2026-05-18 19:49:21 +02:00

scripts

feat(dependencies): minimal default tag install (#3362)

2026-04-12 20:03:04 +02:00

teleoperators

feat(robots): natively integrate Seeed Studio reBot B601-DM arm (#3624)

2026-05-18 19:49:21 +02:00

training

feat(dependencies): minimal default tag install (#3362)

2026-04-12 20:03:04 +02:00

transport

feat(dependencies): minimal default tag install (#3362)

2026-04-12 20:03:04 +02:00

utils

Add extensive language support (#3467)

2026-05-19 14:46:11 +02:00

__init__.py

chore(doc): add license header to all files (#818)

2025-03-05 17:56:51 +01:00

conftest.py

feat(dependencies): minimal default tag install (#3362)

2026-04-12 20:03:04 +02:00

test_available.py

feat(dependencies): minimal default tag install (#3362)

2026-04-12 20:03:04 +02:00

test_cli_peft.py

feat(rollout): decouple policy deployment from data recording with new lerobot-rollout CLI (#3413)

2026-04-28 00:57:35 +02:00

test_control_robot.py

feat(rollout): decouple policy deployment from data recording with new lerobot-rollout CLI (#3413)

2026-04-28 00:57:35 +02:00

test_robomme_env.py

feat(envs): add RoboMME benchmark (#3311)

2026-04-20 20:21:27 +02:00

test_rollout.py

feat(rollout): adding episodic strategy (#3717)

2026-06-06 00:32:38 +02:00

test_yaml_policy_path.py

Fix policy.path in YAML configs (PR #3145 followup) (#3597)

2026-05-26 14:01:19 +02:00

utils.py

feat(dependencies): minimal default tag install (#3362)

2026-04-12 20:03:04 +02:00