OpenHelix 团队
VLA-Adapter
500M Commercial terms unverified 7/8 verified
1 of 8 required fields are unverified. They are shown as badges, not filled with defaults. Sources for verified fields are listed below.
Facts
- Released
- 2025-09 1 Source
- Parameters
- 0.5 B 1 Source
- Architecture
- VLM + action expert 0 Source
- License
- MIT（代码仓库）；权重模型卡未标注 1 Source
- Commercial
- Commercial terms unverified 0 Source
- Weights
- huggingface.co ↗ 0 Source
- Code
- github.com ↗ 1 Source
- Paper
- arxiv.org ↗ 0 Source
- Input modalities
- rgb · language 0 Source
- Action space
- 末端位姿增量 + 夹爪 0 Source
- Cross-embodiment
- LIBERO / CALVIN 微调；ALOHA（Cobot Magic）真机部署 1 Source
- Pretraining data (hours)
- Unverified 0 Source
- Target forms
- Single arm · Dual arm 0 Source
Architecture · Prismatic 架构 + Qwen2.5-0.5B 语言主干，轻量策略头（Pro 版策略约 207MB）
Sources · 1 sources
release_date,license,params_b,arch_notes,cross_embodiment,code_url https://github.com/OpenHelix-Team/VLA-Adapter Official page · Fetched 2026-09-04 · No snapshot stored yet README：论文 2025-09-11、代码 2025-09-22；MIT license；0.5B；Qwen2.5-0.5B；LIBERO / CALVIN；ALOHA / Cobot Magic
Tutorials
No tutorial yet. First one planned: running this model on a rented RTX 4090 with a measured latency report.
Record history
2026-09-04
Sources fetched
release_date,license,params_b,arch_notes,cross_embodiment,code_url
Latency & cost
cost = p50 ms ÷ 1000 × rental ÷ 3600 × 1000
| Hardware | p50 ms | p95 ms | Peak VRAM | Cost per 1k inferences ¥ | samples |
|---|---|---|---|---|---|
NVIDIA RTX 4090 ¥1.68/h · 共绩算力 (2026) | — | — | — | — no latency data | No data |
NVIDIA RTX 5090 ¥2.4/h · 润云 2.4 / 共绩 2.5 / 并行智算云 2.98 (2026) | — | — | — | — no latency data | No data |
NVIDIA A100 80GB no rental price | — | — | — | — no latency data | No data |
NVIDIA Jetson AGX Thor no rental price | — | — | — | — no latency data | No data |
NVIDIA H100 80GB no rental price | — | — | — | — no latency data | No data |
No latency measurements for this model yet · Data comes from literature, maintainer runs, or crowd CLI uploads. None exist so far.
Compatibility
Colored only where we hold evidence. An amber dot means the vendor declares this form as a target; that is a claim, not a verified compatibility.
| Unitree G1 | Unitree H1 | 智元 精灵 G1 | 松灵 Piper 机械臂 | SO-101 | Franka FR3 / Panda | Fourier GR-2 | WidowX 250 S | Google Robot（Everyday Robots） | ALOHA 2 / Cobot Magic（双臂） | Galaxea R1 Pro | Franka Emika Panda | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| VLA-Adapter |
Legend Officially supportedCommunity reproducedFine-tunable in theoryUnsupportedUnknown Vendor-declared target form 3 / 12 cells with a definite status
Clear direction, grounded judgement.