Create README.md

README.md

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+Merging CLIP models on eight image classification tasks, using the concrete task arithmetic algorithm
+
+```bash
+fusion_bench \
+    fabric_logger.name=ViT-B-32/concrete_task_arithmetic \
+    method=clip_concrete_task_arithmetic \
+    modelpool=clip-vit-base-patch32_TA8 \
+    taskpool=clip-vit-classification_TA8
+```
+
+results
+
+```json
+{
+    "svhn": {
+        "accuracy": 0.903003990650177,
+        "loss": 0.37700024247169495
+    },
+    "stanford_cars": {
+        "accuracy": 0.6326327323913574,
+        "loss": 1.2553859949111938
+    },
+    "resisc45": {
+        "accuracy": 0.7558730244636536,
+        "loss": 1.017554759979248
+    },
+    "eurosat": {
+        "accuracy": 0.9407407641410828,
+        "loss": 0.20871955156326294
+    },
+    "gtsrb": {
+        "accuracy": 0.8285035490989685,
+        "loss": 0.5861473679542542
+    },
+    "mnist": {
+        "accuracy": 0.9800000190734863,
+        "loss": 0.08148527890443802
+    },
+    "dtd": {
+        "accuracy": 0.5249999761581421,
+        "loss": 2.2731478214263916
+    },
+    "sun397": {
+        "accuracy": 0.6421158909797668,
+        "loss": 1.4108904600143433
+    }
+}
+```