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id
string
task
string
messages
list
00000054c36d44a2a483bdbff31d8edf
text_to_mesh
[ { "role": "user", "content": "Make a low-poly 3D model of Arjun G Round Roller." }, { "role": "assistant", "content": "The mesh below uses OBJ syntax with coordinates quantized to a 64-value grid inside a unit cube.\n\nv 25 24 0\nv 35 24 0\nv 26 33 0\nv 35 33 0\nv 30 19 1\nv 25 21 1\nv 36 21 1\n...
00000054c36d44a2a483bdbff31d8edf
mesh_to_text
[ { "role": "user", "content": "Describe the object defined by this OBJ mesh.\n\nThe mesh below uses OBJ syntax with coordinates quantized to a 64-value grid inside a unit cube.\n\nv 25 24 0\nv 35 24 0\nv 26 33 0\nv 35 33 0\nv 30 19 1\nv 25 21 1\nv 36 21 1\nv 22 23 1\nv 39 23 1\nv 25 24 1\nv 35 24 1\nv 21 28 ...
00001ec0d78549e1b8c2083a06105c29
text_to_mesh
[ { "role": "user", "content": "Produce a triangle mesh of Aguilar0315 Headpt2 in OBJ format." }, { "role": "assistant", "content": "The mesh below uses OBJ syntax with coordinates quantized to a 64-value grid inside a unit cube.\n\nv 19 29 2\nv 44 29 2\nv 18 30 2\nv 23 30 2\nv 40 30 2\nv 45 30 2\...
00001ec0d78549e1b8c2083a06105c29
mesh_to_text
[ { "role": "user", "content": "Describe the object defined by this OBJ mesh.\n\nThe mesh below uses OBJ syntax with coordinates quantized to a 64-value grid inside a unit cube.\n\nv 19 29 2\nv 44 29 2\nv 18 30 2\nv 23 30 2\nv 40 30 2\nv 45 30 2\nv 8 31 2\nv 15 31 2\nv 48 31 2\nv 55 31 2\nv 8 33 2\nv 15 33 2\...
00002bcb84af4a4781174e62619f14e2
text_to_mesh
[ { "role": "user", "content": "Generate a 3D mesh of 27141E." }, { "role": "assistant", "content": "The mesh below uses OBJ syntax with coordinates quantized to a 64-value grid inside a unit cube.\n\nv 59 4 0\nv 5 5 0\nv 58 5 0\nv 6 6 0\nv 57 6 0\nv 56 7 0\nv 7 56 0\nv 6 57 0\nv 57 57 0\nv 5 58 0...
00002bcb84af4a4781174e62619f14e2
mesh_to_text
[ { "role": "user", "content": "What does this 3D mesh represent?\n\nThe mesh below uses OBJ syntax with coordinates quantized to a 64-value grid inside a unit cube.\n\nv 59 4 0\nv 5 5 0\nv 58 5 0\nv 6 6 0\nv 57 6 0\nv 56 7 0\nv 7 56 0\nv 6 57 0\nv 57 57 0\nv 5 58 0\nv 58 58 0\nv 59 59 0\nv 7 7 23\nv 4 59 23\...
0000627f531e4fbc8668b79be7471b8b
text_to_mesh
[ { "role": "user", "content": "Generate a 3D mesh of Conducto inguinal." }, { "role": "assistant", "content": "The mesh below uses OBJ syntax with coordinates quantized to a 64-value grid inside a unit cube.\n\nv 48 51 16\nv 48 62 20\nv 42 52 21\nv 35 39 22\nv 41 43 22\nv 38 44 22\nv 41 45 22\nv ...
0000627f531e4fbc8668b79be7471b8b
mesh_to_text
[ { "role": "user", "content": "Identify the object represented by the following mesh.\n\nThe mesh below uses OBJ syntax with coordinates quantized to a 64-value grid inside a unit cube.\n\nv 48 51 16\nv 48 62 20\nv 42 52 21\nv 35 39 22\nv 41 43 22\nv 38 44 22\nv 41 45 22\nv 39 46 22\nv 43 49 22\nv 43 51 22\n...
000074a334c541878360457c672b6c2e
text_to_mesh
[ { "role": "user", "content": "Generate a 3D mesh of Worn Flip Flop (fashion-style)." }, { "role": "assistant", "content": "The mesh below uses OBJ syntax with coordinates quantized to a 64-value grid inside a unit cube.\n\nv 56 17 22\nv 36 19 22\nv 42 19 22\nv 43 23 22\nv 40 24 22\nv 47 25 22\nv...
000074a334c541878360457c672b6c2e
mesh_to_text
[{"role":"user","content":"Describe the object defined by this OBJ mesh.\n\nThe mesh below uses OBJ (...TRUNCATED)
End of preview.

3D Model Dataset (built from allenai/objaverse)

Filtered, Blender-validated subset of allenai/objaverse. Model files are preserved byte-for-byte from the source; each record carries Blender-extracted geometry, materials, textures, scene structure, and hierarchy.

Layout

data/shard-XXXXXX/models/           original model files ({uid}.glb)
data/shard-XXXXXX/metadata.jsonl    one record per model
data/shard-XXXXXX/train.jsonl       chat-format LLM fine-tuning pairs
data/shard-XXXXXX/_COMPLETE         upload-verified marker (immutable)
dataset_info/processing_stats.json  cumulative stats
dataset_info/rejected_models.jsonl  rejected uids with reasons

LLM fine-tuning pairs (train.jsonl)

Each line is a chat-format example ready for standard SFT stacks (HF trl, Axolotl, ...):

{"id": "<uid>", "task": "text_to_mesh" | "mesh_to_text",
  "messages": [{"role": "user", "content": "..."},
               {"role": "assistant", "content": "..."}]}
  • text_to_mesh: the prompt asks for an object; the completion is the mesh as plain OBJ text — decimated in Blender, normalized to a unit cube, coordinates quantized to integers, vertices/faces in canonical order.
  • mesh_to_text: the reverse direction (mesh understanding / description).
  • Pairs are only emitted when the source annotation has a usable name/category; captions are never invented. The per-model llm_mesh block in metadata.jsonl records whether a model was serialized and why not if it wasn't.

Stats (as of last completed shard)

{
  "total_selected": 712274,
  "total_downloaded": 47400,
  "total_valid": 38705,
  "total_invalid": 1515,
  "total_uploaded": 38541,
  "completed_shards": 312,
  "licenses": {
    "CC-BY-4.0": 37524,
    "CC-BY-SA-4.0": 812,
    "CC0-1.0": 205
  },
  "formats": {
    "glb": 38541
  },
  "blender_crashes": 4
}

Notes

  • Allowed licenses: CC0-1.0, CC-BY-4.0, CC-BY-SA-4.0. Every record stores source.license (SPDX-style) and source.license_raw (original slug), plus creator and source URL for attribution.
  • The CC version (4.0) in license IDs is an assumption — the source slug (e.g. by) does not encode a version.
  • Blender-extracted vertex/face counts intentionally differ from the source's reported counts (importers count split vertices differently); the original annotation is preserved unchanged in original_metadata.
  • A shard directory with a _COMPLETE marker is verified and immutable.
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