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Open-weight model

robosyn-submission-v2

by Ouyang Zhenqiu oyzq941353193/robosyn-submission-v2

robosyn-submission-v2 is an open-weight model from Ouyang Zhenqiu. Its published files total 4.4 GB.

Unified checkpoint collection for the RoboSynChallenge submission (code: https://github.com/OuyangZhenqiu/RoboSynChallenge-submission). One subdirectory per task; run bash eval.sh from the code repo (checkpoints default to checkpoints/, i.e.

Parameters—
Context—
Weights4.4 GB
License—
AccessOpen weights
Monthly Downloads—

Model Card

Unified checkpoint collection for the RoboSynChallenge submission (code: https://github.com/OuyangZhenqiu/RoboSynChallenge-submission). One subdirectory per task; run bash eval.sh from the code repo (checkpoints default to checkpoints/, i.e. these subdirectory names). - All ten tasks are self-trained. sampleloading switched to the AWR advantage-weighted checkpoint on 2026-10-03 (13/90 = 14.4% merged over three 30-ep runs: seed1000 7/30 + 2/30, seed2000 4/30; official ckpt same caliber 3.3%). Single-run spread on this task is large (sim epsilon flips borderline episodes); the merged value is the unbiased estimate. - Self-trained ten-task average 59.1% (nine-task average 60.7%).

Excerpt from the card by Ouyang Zhenqiu.

Identity and Version

Repository
oyzq941353193/robosyn-submission-v2
Publisher
Ouyang Zhenqiu
Task
Not stated by the source
Modality
Other
Library
Not stated by the source
Parameters
Not stated by the source
Languages
Not stated by the source
Revision
aa0410349d7c8e9546fd43b9f37a4175ac4ca870
First published
2026-09-22
Last updated
2026-10-03

Files and Weights

56 files, 4.4 GB in total. The weights are 17 files totalling 4.4 GB in safetensors.

Weights17 files · 4.4 GB
Configuration28 files · 103.2 KB
Tokenizer6 files · 10.6 MB
Documentation1 file · 2.0 KB
Other3 files · 1.2 KB
Repository1 file · 1.5 KB
Every file
FileTypeSizeSHA-256
act_click_bell_2k_dr_060000/model.safetensorsWeights206.6 MB 8fefaffd13e0
act_click_bell_2k_dr_060000/pretrained_model/model.safetensorsWeights206.6 MB 8fefaffd13e0
act_drawer_open_place_baseline_060000/model.safetensorsWeights206.6 MB 6d388d35c76d
act_items_speed3_mix_060000/model.safetensorsWeights206.6 MB 71906bf85b42
act_manipulate_pipette_baseline_060000/model.safetensorsWeights206.6 MB 7c400e62cade
act_mixer_operating_baseline_060000/model.safetensorsWeights206.6 MB e573fe293f7d
act_table_rearrangement_baseline_060000/model.safetensorsWeights206.6 MB 01a7d8ab57af
act_water_pouring_baseline_060000/model.safetensorsWeights206.6 MB 47b61297cc33
smolvla_awr_sample_loading_024000/model.safetensorsWeights906.7 MB 8cd18824f51b
smolvla_awr_sample_loading_024000/policy_postprocessor_step_0_unnormalizer_processor.safetensorsWeights15.1 KB e7cca9c4131f
smolvla_awr_sample_loading_024000/policy_preprocessor_step_5_normalizer_processor.safetensorsWeights15.1 KB c75b337ce323
smolvla_s3_handle_basket_030000/model.safetensorsWeights906.7 MB c490a22caf1e
smolvla_s3_handle_basket_030000/policy_postprocessor_step_0_unnormalizer_processor.safetensorsWeights11.8 KB 0c5ca47fe3b0
smolvla_s3_handle_basket_030000/policy_preprocessor_step_5_normalizer_processor.safetensorsWeights11.8 KB 608c94f6b73a
smolvla_v6_item_assembly_300000/model.safetensorsWeights906.7 MB ba8f8fa5568d
smolvla_v6_item_assembly_300000/policy_postprocessor_step_0_unnormalizer_processor.safetensorsWeights11.8 KB 7409b9698d4b
smolvla_v6_item_assembly_300000/policy_preprocessor_step_5_normalizer_processor.safetensorsWeights11.8 KB 32f2553624db
act_click_bell_2k_dr_060000/config.jsonConfiguration1.7 KB —
act_click_bell_2k_dr_060000/pretrained_model/config.jsonConfiguration1.7 KB —
act_click_bell_2k_dr_060000/pretrained_model/train_config.jsonConfiguration5.5 KB —
act_click_bell_2k_dr_060000/train_config.jsonConfiguration5.5 KB —
act_drawer_open_place_baseline_060000/config.jsonConfiguration2.1 KB —
act_drawer_open_place_baseline_060000/train_config.jsonConfiguration5.5 KB —
act_items_speed3_mix_060000/config.jsonConfiguration2.1 KB —
act_items_speed3_mix_060000/train_config.jsonConfiguration5.5 KB —
act_manipulate_pipette_baseline_060000/config.jsonConfiguration2.1 KB —
act_manipulate_pipette_baseline_060000/train_config.jsonConfiguration5.5 KB —
act_mixer_operating_baseline_060000/config.jsonConfiguration2.1 KB —
act_mixer_operating_baseline_060000/train_config.jsonConfiguration5.5 KB —
act_table_rearrangement_baseline_060000/config.jsonConfiguration2.1 KB —
act_table_rearrangement_baseline_060000/train_config.jsonConfiguration5.5 KB —
act_water_pouring_baseline_060000/config.jsonConfiguration2.1 KB —
act_water_pouring_baseline_060000/train_config.jsonConfiguration5.5 KB —
smolvla_awr_sample_loading_024000/config.jsonConfiguration2.6 KB —
smolvla_awr_sample_loading_024000/policy_postprocessor.jsonConfiguration661 B —
smolvla_awr_sample_loading_024000/policy_preprocessor.jsonConfiguration2.2 KB —
smolvla_awr_sample_loading_024000/train_config.jsonConfiguration9.1 KB —
smolvla_s3_handle_basket_030000/config.jsonConfiguration2.6 KB —
smolvla_s3_handle_basket_030000/policy_postprocessor.jsonConfiguration661 B —
smolvla_s3_handle_basket_030000/policy_preprocessor.jsonConfiguration2.2 KB —
smolvla_s3_handle_basket_030000/train_config.jsonConfiguration9.1 KB —
smolvla_v6_item_assembly_300000/config.jsonConfiguration2.6 KB —
smolvla_v6_item_assembly_300000/policy_postprocessor.jsonConfiguration661 B —
smolvla_v6_item_assembly_300000/policy_preprocessor.jsonConfiguration2.2 KB —
smolvla_v6_item_assembly_300000/train_config.jsonConfiguration9.2 KB —
README.mdDocumentation2.0 KB —
smolvla_awr_sample_loading_024000/tokenizer/chat_template.jinjaOther403 B —
smolvla_s3_handle_basket_030000/tokenizer/chat_template.jinjaOther403 B —
smolvla_v6_item_assembly_300000/tokenizer/chat_template.jinjaOther403 B —
.gitattributesRepository1.5 KB —
smolvla_awr_sample_loading_024000/tokenizer/tokenizer.jsonTokenizer3.5 MB —
smolvla_awr_sample_loading_024000/tokenizer/tokenizer_config.jsonTokenizer997 B —
smolvla_s3_handle_basket_030000/tokenizer/tokenizer.jsonTokenizer3.5 MB —
smolvla_s3_handle_basket_030000/tokenizer/tokenizer_config.jsonTokenizer997 B —
smolvla_v6_item_assembly_300000/tokenizer/tokenizer.jsonTokenizer3.5 MB —
smolvla_v6_item_assembly_300000/tokenizer/tokenizer_config.jsonTokenizer997 B —

License and Download

License
Not stated by the source
Access
Open weights, no gate
Download size
4.4 GB
Download from Ouyang Zhenqiu

Released by Ouyang Zhenqiu through its official repository on Hugging Face.

Memory Requirements

PrecisionWeights in memory
As published4.4 GB

Weights only, from the published parameter count; the key-value cache and runtime add to this.