上海人工智能实验室 InternRobotics
InternVLA-M1
3.75B Non-commercial 8/8 verified
Facts
- Released
- 2025-09 1 Source
- Parameters
- 3.75 B 1 Source
- Architecture
- VLM + action expert 0 Source
- License
- 代码 MIT；权重模型卡标 CC BY-NC-SA 4.0 2 Source
- Commercial
- Non-commercial 0 Source
- Weights
- huggingface.co ↗ 1 Source
- Code
- github.com ↗ 1 Source
- Paper
- arxiv.org ↗ 1 Source
- Input modalities
- rgb · language 0 Source
- Action space
- 末端位姿增量 + 夹爪 0 Source
- Cross-embodiment
- RT-1 / Bridge 预训练，LIBERO 与 SimplerEnv 微调 0 Source
- Pretraining data (hours)
- Unverified 0 Source
- Target forms
- Single arm 0 Source
Architecture · Qwen2.5-VL-3B 主干，空间引导 + 多模态多任务联合训练
Sources · 3 sources
license,arch_notes,code_url https://github.com/InternRobotics/InternVLA-M1 Official page · Fetched 2026-09-04 · No snapshot stored yet README：MIT license（代码）；Qwen2.5-VL backbone；0918 Release model weights
params_b,weights_url,license,release_date https://huggingface.co/api/models/InternRobotics/InternVLA-M1 Model hub page · Fetched 2026-09-04 · No snapshot stored yet safetensors 3,754,622,976；license: cc-by-nc-sa-4.0；createdAt 2025-09-16；base Qwen2.5-VL-3B-Instruct
paper_url https://arxiv.org/abs/2510.13778 Paper / official docs · Fetched 2026-09-04 · No snapshot stored yet InternVLA-M1 技术报告
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
license,arch_notes,code_url · params_b,weights_url,license,release_date · paper_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 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| InternVLA-M1 |
Legend Officially supportedCommunity reproducedFine-tunable in theoryUnsupportedUnknown Vendor-declared target form 4 / 12 cells with a definite status
Clear direction, grounded judgement.