Downloads · 30 days
0
spamod-ckpts-2
ktian6/spamod-ckpts-2
spamod-ckpts-2 is a machine learning model from ktian6. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
Training checkpoints from the SpatialDrive project (BEV-augmented LLaVA-OneVision; see part 1 for the project description and the earlier half of the lineage).
Access
Public
Updated Aug 2, 2026
Repo size
60 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors179 GB · 100%
At a glance
- Access
- Public
- Created
- Aug 2, 2026
- Updated
- Aug 2, 2026
- SHA
- 886127e3
Model card
From the Hugging Face model README
SpatialDrive Checkpoints (part 2 of 2)
Training checkpoints from the SpatialDrive project (BEV-augmented LLaVA-OneVision; see part 1 for the project description and the earlier half of the lineage).
The final models of the project are in merged/:
merged/..._1111_stage_lora2— the last and most-refined full model (LoRA stage 2 merged, BEV-enabled)merged/..._1110_stage_lora1— its predecessor (LoRA stage 1 merged)
Code: https://github.com/kxint9625/spamod · BEV extractor: ktian6/spamod-bevdet
Run lineage (this repo)
Prefix llava-onevision-google_siglip-so400m-patch14-384-Qwen_Qwen2-7B-Instruct-ov → ov.
† = parent run deleted before archiving. Chain continues from part 1's ov_1031_stage_6_ad5.
| Run | Initialized from | Steps | Epochs | Notes |
|---|---|---|---|---|
ov_1101_stage_6_b12 | 1101_stage_6_b11 † | 2811 | 3 | |
ov_1106_stage_6_inter1 | ov_1101_stage_6_b12 | 1770 | 2 | interleaved |
ov_1109_stage_6_inter2 | ov_1106_stage_6_inter1 | 885 | 1 | interleaved |
ov_1109_stage_6_inter3 | ov_1109_stage_6_inter2 | 250 | 1 | interleaved |
ov_1106_stage_6_inter6 | ov_1109_stage_6_inter3 | 312 | 1 | interleaved |
ov_1106_stage_bev1 | ov_1106_stage_6_inter6 | 2031 | 1 | BEV stage (spatialqa_6img interleaved) |
ov_1106_stage_bev2 | ov_1106_stage_bev1 | 2031 | 1 | BEV stage |
ov_1108_stage_bev6 | 1108_stage_bev5 † | 4686 | 2 | BEV stage |
ov_1109_stage_6_bev3 | 1109_stage_6_bev2 † | 1406 | 1 | base of the LoRA runs |
ov_1110_stage_lora1 | LoRA on ov_1109_stage_6_bev3 | 1439 | — | PEFT adapter (~350M), data stage_final/lora_v0.json |
ov_1111_stage_lora2 | LoRA cont. from merged lora1 | 2424 | — | PEFT adapter (~350M), final training run |
merged/ov_1110_stage_lora1 | lora1 merged into full weights | — | — | full 16G model |
merged/ov_1111_stage_lora2 | lora2 merged into full weights | — | — | full 16G model, the final model |
- Created
- Aug 2, 2026
- Updated
- Aug 2, 2026