diff --git a/manifest.yaml b/manifest.yaml
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+# yaml-language-server: $schema=https://instadeep.aichor.ai/schema/latest/manifest.schema.json
+
+kind: AIchorManifest
+apiVersion: 0.2.0
+
+builder:
+  image: og-marl
+  dockerfile: ./Dockerfile
+  context: .
+  buildArgs:
+    USE_CUDA: "true"
+
+spec:
+  operator: tf
+  image: og-marl
+  command: wandb agent off-the-grid-marl-team/og-marl-baselines/m5wro67c
+  # command: wandb agent off-the-grid-marl-team/og-marl-baselines/i87akim6
+
+  types:
+    Worker:
+      count: 60
+
+      resources:
+        # 10-15 cpus for single process
+        cpus: 8
+        # mandatory (must be >= 2): RAM ratio wanted (in GB)
+        # memory = cpus * ramRatio
+        ramRatio: 3
+        accelerators:
+          gpu:
+            count: 0
+            # mandatory (if gpus amount is > 0): gpu type wanted
+            type: gpu
+            product: Quadro-RTX-4000  # Quadro-RTX-4000 | Tesla-V100-SXM3-32GB