Update README.md
Browse files
README.md
CHANGED
|
@@ -1,3 +1,28 @@
|
|
| 1 |
-
---
|
| 2 |
-
license: apache-2.0
|
| 3 |
-
---
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: apache-2.0
|
| 3 |
+
---
|
| 4 |
+
|
| 5 |
+
# Haplo Model Card
|
| 6 |
+
|
| 7 |
+
This work presents a simple yet efficient method to construct a baseline for the native and end-to-end large multi-modal model in a single transformer. The proposed model demonstrates superior performance compared to other LMMs using one transformer and significantly narrows the performance gap with compositional LMMs.
|
| 8 |
+
|
| 9 |
+
**Model date:**
|
| 10 |
+
Haplo models were trained in September 2024.
|
| 11 |
+
|
| 12 |
+
**Paper or resources for more information:** https://haplo-vl.github.io/
|
| 13 |
+
|
| 14 |
+
**Performace**
|
| 15 |
+
|
| 16 |
+
| Model | SEEDB | POPE | RWQA | MMB | MMStar | VQAv2 | GQA | SQA |
|
| 17 |
+
|------------|-------|------|------|-----|--------|-------|-----|------|
|
| 18 |
+
| Haplo-8B-672 | 75.1 | 88.6 | 61.4 | 73.6| 57.2 | 81.0 | 65.5| 95.3 |
|
| 19 |
+
| Haplo-8B-MI-672 | 75.5 | 88.2 | 62.0 | 75.0| 57.6 | 80.7 | 65.0| 94.4 |
|
| 20 |
+
|
| 21 |
+
|
| 22 |
+
## Intended use
|
| 23 |
+
**Primary intended uses:**
|
| 24 |
+
The primary use of Haplo is research on large multimodal models and chatbots.
|
| 25 |
+
|
| 26 |
+
**Primary intended users:**
|
| 27 |
+
The primary intended users of the model are researchers and hobbyists in computer vision, natural language processing, machine learning, and artificial intelligence.
|
| 28 |
+
|