Update README.md
Browse files
README.md
CHANGED
|
@@ -12,6 +12,15 @@ license: apache-2.0
|
|
| 12 |
|
| 13 |
We optimize and deploy **LLMs, ASR, VLM and VLA (Vision-Language-Action) models** on real-world systems.
|
| 14 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 15 |
## What we do
|
| 16 |
- Optimization: quantization (INT8/INT4/FP8/NVFP4), pruning, distillation, ...
|
| 17 |
- Deployment: VLLM, TensorRT, ONNX Runtime, edge runtimes
|
|
|
|
| 12 |
|
| 13 |
We optimize and deploy **LLMs, ASR, VLM and VLA (Vision-Language-Action) models** on real-world systems.
|
| 14 |
|
| 15 |
+
## Featured Projects
|
| 16 |
+
|
| 17 |
+
* **[vla.cpp](https://github.com/VinRobotics/vla.cpp)**
|
| 18 |
+
Native C++ inference runtime for Vision-Language-Action models, built for low-latency robotic deployment.
|
| 19 |
+
|
| 20 |
+
* **[Model Quantization Recipes](https://github.com/VinRobotics/model-quantization-recipes)**
|
| 21 |
+
Practical recipes for quantizing and deploying LLM, ASR, VLM, and VLA models on real-world systems.
|
| 22 |
+
|
| 23 |
+
|
| 24 |
## What we do
|
| 25 |
- Optimization: quantization (INT8/INT4/FP8/NVFP4), pruning, distillation, ...
|
| 26 |
- Deployment: VLLM, TensorRT, ONNX Runtime, edge runtimes
|