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Duplicate from build-small-hackathon/fireboy-minicpm-v-4-6-vla

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  1. .gitattributes +37 -0
  2. LICENSE +22 -0
  3. README.md +70 -0
  4. checkpoints/fireboy_articulated_go_eat_berry/eval_go_eat_berry.json +310 -0
  5. checkpoints/fireboy_articulated_go_eat_berry/faithful_articulated_policy.npz +3 -0
  6. checkpoints/fireboy_articulated_go_eat_berry/faithful_articulated_policy.pt +3 -0
  7. checkpoints/fireboy_articulated_go_eat_berry_chunk/eval_go_eat_berry_chunk.json +412 -0
  8. checkpoints/fireboy_articulated_go_eat_berry_chunk/faithful_articulated_chunk_policy.pt +3 -0
  9. checkpoints/fireboy_articulated_go_to_point/eval_go_to_point.json +310 -0
  10. checkpoints/fireboy_articulated_go_to_point/faithful_articulated_policy.npz +3 -0
  11. checkpoints/fireboy_articulated_go_to_point/faithful_articulated_policy.pt +3 -0
  12. checkpoints/fireboy_articulated_go_to_point_clock/eval_go_to_point_clock_fixed_target.json +470 -0
  13. checkpoints/fireboy_articulated_go_to_point_clock/faithful_articulated_policy.npz +3 -0
  14. checkpoints/fireboy_articulated_go_to_point_clock/faithful_articulated_policy.pt +3 -0
  15. checkpoints/fireboy_articulated_pick_up/eval_pick_up.json +310 -0
  16. checkpoints/fireboy_articulated_pick_up/faithful_articulated_policy.npz +3 -0
  17. checkpoints/fireboy_articulated_pick_up/faithful_articulated_policy.pt +3 -0
  18. checkpoints/fireboy_articulated_pick_up_chunk/eval_pick_up_chunk.json +412 -0
  19. checkpoints/fireboy_articulated_pick_up_chunk/faithful_articulated_chunk_policy.pt +3 -0
  20. checkpoints/fireboy_articulated_run_around/eval_run_around.json +310 -0
  21. checkpoints/fireboy_articulated_run_around/faithful_articulated_policy.npz +3 -0
  22. checkpoints/fireboy_articulated_run_around/faithful_articulated_policy.pt +3 -0
  23. checkpoints/fireboy_minicpm_vla_action_head_allskill_3072/eval_go_eat_berry_minicpm_vla.json +51 -0
  24. checkpoints/fireboy_minicpm_vla_action_head_allskill_3072/eval_go_to_point_minicpm_vla.json +57 -0
  25. checkpoints/fireboy_minicpm_vla_action_head_allskill_3072/eval_pick_up_minicpm_vla.json +51 -0
  26. checkpoints/fireboy_minicpm_vla_action_head_allskill_3072/eval_run_around_minicpm_vla.json +51 -0
  27. checkpoints/fireboy_minicpm_vla_action_head_allskill_3072/minicpm_embedding_cache.npz +3 -0
  28. checkpoints/fireboy_minicpm_vla_action_head_allskill_3072/minicpm_vla_action_head.pt +3 -0
  29. checkpoints/fireboy_minicpm_vla_action_head_allskill_3072/train_minicpm_vla_action_head.json +168 -0
  30. checkpoints/fireboy_minicpm_vla_action_head_go_to_point_full_1step_480/eval_go_to_point_minicpm_vla.json +126 -0
  31. checkpoints/fireboy_minicpm_vla_action_head_go_to_point_full_1step_480/minicpm_embedding_cache.npz +3 -0
  32. checkpoints/fireboy_minicpm_vla_action_head_go_to_point_full_1step_480/minicpm_vla_action_head.pt +3 -0
  33. checkpoints/fireboy_minicpm_vla_action_head_go_to_point_full_1step_480/train_minicpm_vla_action_head.json +62 -0
  34. checkpoints/fireboy_minicpm_vla_action_head_go_to_point_full_32step_480/eval_go_to_point_minicpm_vla.json +126 -0
  35. checkpoints/fireboy_minicpm_vla_action_head_go_to_point_full_32step_480/minicpm_embedding_cache.npz +3 -0
  36. checkpoints/fireboy_minicpm_vla_action_head_go_to_point_full_32step_480/minicpm_vla_action_head.pt +3 -0
  37. checkpoints/fireboy_minicpm_vla_action_head_go_to_point_full_32step_480/train_minicpm_vla_action_head.json +62 -0
  38. checkpoints/fireboy_minicpm_vla_action_head_go_to_point_full_480/eval_go_to_point_minicpm_vla.json +126 -0
  39. checkpoints/fireboy_minicpm_vla_action_head_go_to_point_full_480/minicpm_embedding_cache.npz +3 -0
  40. checkpoints/fireboy_minicpm_vla_action_head_go_to_point_full_480/minicpm_vla_action_head.pt +3 -0
  41. checkpoints/fireboy_minicpm_vla_action_head_go_to_point_full_480/train_minicpm_vla_action_head.json +62 -0
  42. checkpoints/fireboy_minicpm_vla_action_head_go_to_point_full_stateonly_480/eval_go_to_point_minicpm_vla.json +126 -0
  43. checkpoints/fireboy_minicpm_vla_action_head_go_to_point_full_stateonly_480/minicpm_embedding_cache.npz +3 -0
  44. checkpoints/fireboy_minicpm_vla_action_head_go_to_point_full_stateonly_480/minicpm_vla_action_head.pt +3 -0
  45. checkpoints/fireboy_minicpm_vla_action_head_go_to_point_full_stateonly_480/train_minicpm_vla_action_head.json +62 -0
  46. checkpoints/fireboy_minicpm_vla_action_head_go_to_point_full_stateonly_smooth_480/eval_go_to_point_minicpm_vla.json +126 -0
  47. checkpoints/fireboy_minicpm_vla_action_head_go_to_point_full_stateonly_smooth_480/minicpm_embedding_cache.npz +3 -0
  48. checkpoints/fireboy_minicpm_vla_action_head_go_to_point_full_stateonly_smooth_480/minicpm_vla_action_head.pt +3 -0
  49. checkpoints/fireboy_minicpm_vla_action_head_go_to_point_full_stateonly_smooth_480/train_minicpm_vla_action_head.json +62 -0
  50. checkpoints/fireboy_minicpm_vla_action_head_go_to_point_navclock_480/eval_go_to_point_minicpm_vla.json +126 -0
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LICENSE ADDED
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+ MIT License
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+
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+ Copyright (c) 2026 Sanju
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+
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+ Permission is hereby granted, free of charge, to any person obtaining a copy
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+ of this software and associated documentation files (the "Software"), to deal
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+ in the Software without restriction, including without limitation the rights
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+ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
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+ copies of the Software, and to permit persons to whom the Software is
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+ furnished to do so, subject to the following conditions:
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+
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+ The above copyright notice and this permission notice shall be included in all
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+ copies or substantial portions of the Software.
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+
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+ THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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+ IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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+ FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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+ AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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+ LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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+ OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
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+ SOFTWARE.
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+
README.md ADDED
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+ ---
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+ license: mit
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+ base_model:
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+ - openbmb/MiniCPM-V-4_6
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+ library_name: pytorch
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+ tags:
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+ - minicpm
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+ - minicpm-v
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+ - vision-language-action
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+ - vla
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+ - robotics
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+ - mujoco
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+ - modal
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+ - codex
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+ - build-small-hackathon
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+ datasets:
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+ - build-small-hackathon/fireboy-vla-rollout-artifacts
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+ ---
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+
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+ # Fire Boy MiniCPM-V 4.6 VLA Router Artifacts
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+
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+ This repository backs the Toy Room v3 embodied-action demo:
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+
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+ - Space: https://build-small-hackathon-toy-room-v3.hf.space/toy-v3
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+ - VLA research page: https://build-small-hackathon-toy-room-v3.hf.space/vla-research
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+ - Policy gallery: https://build-small-hackathon-toy-room-v3.hf.space/fireboy-policy-gallery
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+ - Dataset/artifacts: https://huggingface.co/datasets/build-small-hackathon/fireboy-vla-rollout-artifacts
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+
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+ The shipped live route uses MiniCPM-V 4.6 as the vision-language backbone, freezes the backbone, mean-pools the 1024-d vision-language representation, and trains a small skill/parameter head. The router emits a bounded contract:
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+
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+ - `walk_to`
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+ - `run_around`
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+ - `pick_up`
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+ - `find_and_eat_berry`
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+
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+ Toy Room v3 calls this route first through `src/vla_router_policy.py`, then dispatches the selected skill into the MuJoCo policy registry and retargets the proof rollout into visible Fire Boy movement.
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+
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+ ## What Is Included
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+
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+ - `checkpoints/`: trained VLA heads, LoRA/action-head experiments, eval JSON, summaries, and embedding caches.
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+ - `runtime-policies/`: small MuJoCo policy artifacts needed by the Toy Room v3 runtime.
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+ - `docs/`: research notes copied from the source project.
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+
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+ The final judge-facing router currently loads:
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+
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+ ```text
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+ checkpoints/fireboy_minicpm_vla_skill_param_head/minicpm_vla_skill_param_head.pt
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+ ```
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+
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+ and dispatches against the skill-parameter rows in:
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+
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+ ```text
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+ checkpoints/fireboy_minicpm_vla_skill_param_head/fireboy_vla_skill_params_allskill.jsonl
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+ ```
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+
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+ ## Runtime Mapping
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+
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+ ```mermaid
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+ flowchart LR
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+ Player["Toy Room command"] --> API["/api/pet-action"]
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+ API --> Router["Modal fireboy-vla-router\nMiniCPM-V 4.6"]
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+ Router --> Head["frozen embedding + skill/param head"]
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+ Head --> Dispatch["MuJoCo policy registry"]
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+ Dispatch --> Action["retargeted PET JSON"]
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+ Action --> Toy["Fire Boy moves, picks up, eats berry"]
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+ ```
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+
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+ ## License
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+
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+ The adapter heads, exported policy artifacts, cards, docs, and generated evidence in this repository are released under the MIT license. The upstream MiniCPM-V base model is not redistributed here and remains governed by its own upstream license and model card.
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