diff --git a/results/voyage-lite-02-instruct/AmazonCounterfactualClassification.json b/results/voyage-lite-02-instruct/AmazonCounterfactualClassification.json
new file mode 100644
index 0000000000000000000000000000000000000000..f28db0df2fdc883054f4d08015145db30f344293
--- /dev/null
+++ b/results/voyage-lite-02-instruct/AmazonCounterfactualClassification.json
@@ -0,0 +1,17 @@
+{
+  "dataset_revision": "e8379541af4e31359cca9fbcf4b00f2671dba205",
+  "mteb_dataset_name": "AmazonCounterfactualClassification",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "en": {
+      "accuracy": 0.8831343283582089,
+      "accuracy_stderr": 0.01425431740609646,
+      "ap": 0.590250872180085,
+      "ap_stderr": 0.027428408349003067,
+      "f1": 0.8334745144590228,
+      "f1_stderr": 0.0153797185224106,
+      "main_score": 0.8831343283582089
+    },
+    "evaluation_time": 4.97
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/AmazonPolarityClassification.json b/results/voyage-lite-02-instruct/AmazonPolarityClassification.json
new file mode 100644
index 0000000000000000000000000000000000000000..7a486490f52fc57ca800323ad6e27343e0a8c875
--- /dev/null
+++ b/results/voyage-lite-02-instruct/AmazonPolarityClassification.json
@@ -0,0 +1,15 @@
+{
+  "dataset_revision": "e2d317d38cd51312af73b3d32a06d1a08b442046",
+  "mteb_dataset_name": "AmazonPolarityClassification",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "accuracy": 0.9631605000000001,
+    "accuracy_stderr": 0.003037673822186973,
+    "ap": 0.9470789041082609,
+    "ap_stderr": 0.007900923302915426,
+    "evaluation_time": 1422.71,
+    "f1": 0.9631549309241111,
+    "f1_stderr": 0.003047662105254599,
+    "main_score": 0.9631605000000001
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/AmazonReviewsClassification.json b/results/voyage-lite-02-instruct/AmazonReviewsClassification.json
new file mode 100644
index 0000000000000000000000000000000000000000..14f5b1ce6e56d0fa846fee88d9983efe05f46dfd
--- /dev/null
+++ b/results/voyage-lite-02-instruct/AmazonReviewsClassification.json
@@ -0,0 +1,15 @@
+{
+  "dataset_revision": "1399c76144fd37290681b995c656ef9b2e06e26d",
+  "mteb_dataset_name": "AmazonReviewsClassification",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "en": {
+      "accuracy": 0.56246,
+      "accuracy_stderr": 0.019319016538116025,
+      "f1": 0.5278762151126324,
+      "f1_stderr": 0.030925151110321944,
+      "main_score": 0.56246
+    },
+    "evaluation_time": 16.01
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/ArguAna.json b/results/voyage-lite-02-instruct/ArguAna.json
new file mode 100644
index 0000000000000000000000000000000000000000..cdb5edc70d4e2c2865b5999ed076ddf188023079
--- /dev/null
+++ b/results/voyage-lite-02-instruct/ArguAna.json
@@ -0,0 +1,38 @@
+{
+  "dataset_revision": null,
+  "mteb_dataset_name": "ArguAna",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "evaluation_time": 141.99,
+    "map_at_1": 0.45448,
+    "map_at_10": 0.62528,
+    "map_at_100": 0.62847,
+    "map_at_1000": 0.62848,
+    "map_at_3": 0.5927,
+    "map_at_5": 0.61389,
+    "mrr_at_1": 0.46373,
+    "mrr_at_10": 0.6291,
+    "mrr_at_100": 0.63229,
+    "mrr_at_1000": 0.6323,
+    "mrr_at_3": 0.59566,
+    "mrr_at_5": 0.61757,
+    "ndcg_at_1": 0.45448,
+    "ndcg_at_10": 0.70276,
+    "ndcg_at_100": 0.71526,
+    "ndcg_at_1000": 0.71555,
+    "ndcg_at_3": 0.63759,
+    "ndcg_at_5": 0.67557,
+    "precision_at_1": 0.45448,
+    "precision_at_10": 0.09424,
+    "precision_at_100": 0.00994,
+    "precision_at_1000": 0.001,
+    "precision_at_3": 0.25581,
+    "precision_at_5": 0.17183,
+    "recall_at_1": 0.45448,
+    "recall_at_10": 0.94239,
+    "recall_at_100": 0.99431,
+    "recall_at_1000": 0.99644,
+    "recall_at_3": 0.76743,
+    "recall_at_5": 0.85917
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/ArxivClusteringP2P.json b/results/voyage-lite-02-instruct/ArxivClusteringP2P.json
new file mode 100644
index 0000000000000000000000000000000000000000..3bfc8447014d11589247b9ce65e021f1d4a48ff0
--- /dev/null
+++ b/results/voyage-lite-02-instruct/ArxivClusteringP2P.json
@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "a122ad7f3f0291bf49cc6f4d32aa80929df69d5d",
+  "mteb_dataset_name": "ArxivClusteringP2P",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "evaluation_time": 4877.65,
+    "v_measure": 0.5194817968897086,
+    "v_measure_std": 0.14734050879348254
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/ArxivClusteringS2S.json b/results/voyage-lite-02-instruct/ArxivClusteringS2S.json
new file mode 100644
index 0000000000000000000000000000000000000000..d67f87fa061b0d574a36113bcee84f27fbfa9bbd
--- /dev/null
+++ b/results/voyage-lite-02-instruct/ArxivClusteringS2S.json
@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "f910caf1a6075f7329cdf8c1a6135696f37dbd53",
+  "mteb_dataset_name": "ArxivClusteringS2S",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "evaluation_time": 768.76,
+    "v_measure": 0.4248019916163656,
+    "v_measure_std": 0.15127250309687928
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/AskUbuntuDupQuestions.json b/results/voyage-lite-02-instruct/AskUbuntuDupQuestions.json
new file mode 100644
index 0000000000000000000000000000000000000000..955bd2f8fb19a471ee1e7936425ab2c2f9690b03
--- /dev/null
+++ b/results/voyage-lite-02-instruct/AskUbuntuDupQuestions.json
@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "2000358ca161889fa9c082cb41daa8dcfb161a54",
+  "mteb_dataset_name": "AskUbuntuDupQuestions",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "evaluation_time": 6.49,
+    "map": 0.6323512088181524,
+    "mrr": 0.7727586510134986
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/BIOSSES.json b/results/voyage-lite-02-instruct/BIOSSES.json
new file mode 100644
index 0000000000000000000000000000000000000000..c214306f6e34f312b3809258f84736e1a58b1564
--- /dev/null
+++ b/results/voyage-lite-02-instruct/BIOSSES.json
@@ -0,0 +1,20 @@
+{
+  "dataset_revision": "d3fb88f8f02e40887cd149695127462bbcf29b4a",
+  "mteb_dataset_name": "BIOSSES",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "cos_sim": {
+      "pearson": 0.8942690394752499,
+      "spearman": 0.8970385119201811
+    },
+    "euclidean": {
+      "pearson": 0.8873808365952872,
+      "spearman": 0.8970385119201811
+    },
+    "evaluation_time": 1.59,
+    "manhattan": {
+      "pearson": 0.8873130002405715,
+      "spearman": 0.8952975083948131
+    }
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/Banking77Classification.json b/results/voyage-lite-02-instruct/Banking77Classification.json
new file mode 100644
index 0000000000000000000000000000000000000000..568679aba01cf0af7a8309f49eda6e6533a733bf
--- /dev/null
+++ b/results/voyage-lite-02-instruct/Banking77Classification.json
@@ -0,0 +1,13 @@
+{
+  "dataset_revision": "0fd18e25b25c072e09e0d92ab615fda904d66300",
+  "mteb_dataset_name": "Banking77Classification",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "accuracy": 0.8859415584415584,
+    "accuracy_stderr": 0.005417409919988296,
+    "evaluation_time": 27.18,
+    "f1": 0.882932690883066,
+    "f1_stderr": 0.0065773664680289475,
+    "main_score": 0.8859415584415584
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/BiorxivClusteringP2P.json b/results/voyage-lite-02-instruct/BiorxivClusteringP2P.json
new file mode 100644
index 0000000000000000000000000000000000000000..43ad33c2b85b132e860da5579f705e2cf7cd3976
--- /dev/null
+++ b/results/voyage-lite-02-instruct/BiorxivClusteringP2P.json
@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "65b79d1d13f80053f67aca9498d9402c2d9f1f40",
+  "mteb_dataset_name": "BiorxivClusteringP2P",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "evaluation_time": 777.67,
+    "v_measure": 0.5015273090508974,
+    "v_measure_std": 0.01254636855899748
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/BiorxivClusteringS2S.json b/results/voyage-lite-02-instruct/BiorxivClusteringS2S.json
new file mode 100644
index 0000000000000000000000000000000000000000..b53c1aefa61d88ef6273b40bb67219aa9ff02e42
--- /dev/null
+++ b/results/voyage-lite-02-instruct/BiorxivClusteringS2S.json
@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "258694dd0231531bc1fd9de6ceb52a0853c6d908",
+  "mteb_dataset_name": "BiorxivClusteringS2S",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "evaluation_time": 94.55,
+    "v_measure": 0.4284453980555002,
+    "v_measure_std": 0.013628564169238699
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/CQADupstackAndroidRetrieval.json b/results/voyage-lite-02-instruct/CQADupstackAndroidRetrieval.json
new file mode 100644
index 0000000000000000000000000000000000000000..f4630ddfaed05a317537e9e7b474bfa8b9254bc3
--- /dev/null
+++ b/results/voyage-lite-02-instruct/CQADupstackAndroidRetrieval.json
@@ -0,0 +1,38 @@
+{
+  "dataset_revision": null,
+  "mteb_dataset_name": "CQADupstackAndroidRetrieval",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "evaluation_time": 398.5,
+    "map_at_1": 0.36694,
+    "map_at_10": 0.50099,
+    "map_at_100": 0.51805,
+    "map_at_1000": 0.51909,
+    "map_at_3": 0.46002,
+    "map_at_5": 0.4827,
+    "mrr_at_1": 0.45494,
+    "mrr_at_10": 0.56489,
+    "mrr_at_100": 0.57157,
+    "mrr_at_1000": 0.57186,
+    "mrr_at_3": 0.54125,
+    "mrr_at_5": 0.55412,
+    "ndcg_at_1": 0.45494,
+    "ndcg_at_10": 0.57088,
+    "ndcg_at_100": 0.62212,
+    "ndcg_at_1000": 0.6346,
+    "ndcg_at_3": 0.51929,
+    "ndcg_at_5": 0.54185,
+    "precision_at_1": 0.45494,
+    "precision_at_10": 0.11044,
+    "precision_at_100": 0.01697,
+    "precision_at_1000": 0.00212,
+    "precision_at_3": 0.25036,
+    "precision_at_5": 0.17969,
+    "recall_at_1": 0.36694,
+    "recall_at_10": 0.69827,
+    "recall_at_100": 0.90716,
+    "recall_at_1000": 0.98103,
+    "recall_at_3": 0.54597,
+    "recall_at_5": 0.61216
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/CQADupstackEnglishRetrieval.json b/results/voyage-lite-02-instruct/CQADupstackEnglishRetrieval.json
new file mode 100644
index 0000000000000000000000000000000000000000..646b4184a265914213cc9c81380799b60c005818
--- /dev/null
+++ b/results/voyage-lite-02-instruct/CQADupstackEnglishRetrieval.json
@@ -0,0 +1,38 @@
+{
+  "dataset_revision": null,
+  "mteb_dataset_name": "CQADupstackEnglishRetrieval",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "evaluation_time": 556.44,
+    "map_at_1": 0.33979,
+    "map_at_10": 0.4624,
+    "map_at_100": 0.47625,
+    "map_at_1000": 0.47758,
+    "map_at_3": 0.429,
+    "map_at_5": 0.44864,
+    "mrr_at_1": 0.42611,
+    "mrr_at_10": 0.52049,
+    "mrr_at_100": 0.52676,
+    "mrr_at_1000": 0.52717,
+    "mrr_at_3": 0.50053,
+    "mrr_at_5": 0.5126,
+    "ndcg_at_1": 0.42611,
+    "ndcg_at_10": 0.52266,
+    "ndcg_at_100": 0.5649,
+    "ndcg_at_1000": 0.58406,
+    "ndcg_at_3": 0.48069,
+    "ndcg_at_5": 0.50152,
+    "precision_at_1": 0.42611,
+    "precision_at_10": 0.09994,
+    "precision_at_100": 0.01561,
+    "precision_at_1000": 0.00202,
+    "precision_at_3": 0.23546,
+    "precision_at_5": 0.16675,
+    "recall_at_1": 0.33979,
+    "recall_at_10": 0.62735,
+    "recall_at_100": 0.80191,
+    "recall_at_1000": 0.92107,
+    "recall_at_3": 0.50228,
+    "recall_at_5": 0.56247
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/CQADupstackGamingRetrieval.json b/results/voyage-lite-02-instruct/CQADupstackGamingRetrieval.json
new file mode 100644
index 0000000000000000000000000000000000000000..9b8c8aae40ba9dfbe39a5b16fe3880a3630425af
--- /dev/null
+++ b/results/voyage-lite-02-instruct/CQADupstackGamingRetrieval.json
@@ -0,0 +1,38 @@
+{
+  "dataset_revision": null,
+  "mteb_dataset_name": "CQADupstackGamingRetrieval",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "evaluation_time": 644.48,
+    "map_at_1": 0.40139,
+    "map_at_10": 0.54312,
+    "map_at_100": 0.55392,
+    "map_at_1000": 0.55425,
+    "map_at_3": 0.50822,
+    "map_at_5": 0.52772,
+    "mrr_at_1": 0.46395,
+    "mrr_at_10": 0.58013,
+    "mrr_at_100": 0.58638,
+    "mrr_at_1000": 0.58652,
+    "mrr_at_3": 0.55455,
+    "mrr_at_5": 0.56953,
+    "ndcg_at_1": 0.46395,
+    "ndcg_at_10": 0.60855,
+    "ndcg_at_100": 0.64896,
+    "ndcg_at_1000": 0.65542,
+    "ndcg_at_3": 0.55037,
+    "ndcg_at_5": 0.57833,
+    "precision_at_1": 0.46395,
+    "precision_at_10": 0.09931,
+    "precision_at_100": 0.01293,
+    "precision_at_1000": 0.00138,
+    "precision_at_3": 0.24953,
+    "precision_at_5": 0.17066,
+    "recall_at_1": 0.40139,
+    "recall_at_10": 0.76563,
+    "recall_at_100": 0.93772,
+    "recall_at_1000": 0.98278,
+    "recall_at_3": 0.60754,
+    "recall_at_5": 0.67734
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/CQADupstackGisRetrieval.json b/results/voyage-lite-02-instruct/CQADupstackGisRetrieval.json
new file mode 100644
index 0000000000000000000000000000000000000000..8379f4aefdf0c415d5f5dcaf7a74017e040d04e7
--- /dev/null
+++ b/results/voyage-lite-02-instruct/CQADupstackGisRetrieval.json
@@ -0,0 +1,38 @@
+{
+  "dataset_revision": null,
+  "mteb_dataset_name": "CQADupstackGisRetrieval",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "evaluation_time": 1267.96,
+    "map_at_1": 0.26482,
+    "map_at_10": 0.37126,
+    "map_at_100": 0.38152,
+    "map_at_1000": 0.38219,
+    "map_at_3": 0.33822,
+    "map_at_5": 0.35706,
+    "mrr_at_1": 0.29153,
+    "mrr_at_10": 0.39402,
+    "mrr_at_100": 0.40215,
+    "mrr_at_1000": 0.40263,
+    "mrr_at_3": 0.36271,
+    "mrr_at_5": 0.38102,
+    "ndcg_at_1": 0.29153,
+    "ndcg_at_10": 0.43176,
+    "ndcg_at_100": 0.48058,
+    "ndcg_at_1000": 0.49722,
+    "ndcg_at_3": 0.36727,
+    "ndcg_at_5": 0.39949,
+    "precision_at_1": 0.29153,
+    "precision_at_10": 0.06859,
+    "precision_at_100": 0.00989,
+    "precision_at_1000": 0.00117,
+    "precision_at_3": 0.15895,
+    "precision_at_5": 0.1139,
+    "recall_at_1": 0.26482,
+    "recall_at_10": 0.59694,
+    "recall_at_100": 0.8185,
+    "recall_at_1000": 0.9426,
+    "recall_at_3": 0.4243,
+    "recall_at_5": 0.50206
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/CQADupstackMathematicaRetrieval.json b/results/voyage-lite-02-instruct/CQADupstackMathematicaRetrieval.json
new file mode 100644
index 0000000000000000000000000000000000000000..e97b4d6745079f8ac8b81f87d52e74226c3f63df
--- /dev/null
+++ b/results/voyage-lite-02-instruct/CQADupstackMathematicaRetrieval.json
@@ -0,0 +1,38 @@
+{
+  "dataset_revision": null,
+  "mteb_dataset_name": "CQADupstackMathematicaRetrieval",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "evaluation_time": 779.5,
+    "map_at_1": 0.19387,
+    "map_at_10": 0.30045,
+    "map_at_100": 0.3136,
+    "map_at_1000": 0.31474,
+    "map_at_3": 0.26962,
+    "map_at_5": 0.28519,
+    "mrr_at_1": 0.24502,
+    "mrr_at_10": 0.34574,
+    "mrr_at_100": 0.35539,
+    "mrr_at_1000": 0.35603,
+    "mrr_at_3": 0.31965,
+    "mrr_at_5": 0.33352,
+    "ndcg_at_1": 0.24502,
+    "ndcg_at_10": 0.36146,
+    "ndcg_at_100": 0.41973,
+    "ndcg_at_1000": 0.44458,
+    "ndcg_at_3": 0.3073,
+    "ndcg_at_5": 0.33011,
+    "precision_at_1": 0.24502,
+    "precision_at_10": 0.06953,
+    "precision_at_100": 0.01119,
+    "precision_at_1000": 0.00145,
+    "precision_at_3": 0.1534,
+    "precision_at_5": 0.1102,
+    "recall_at_1": 0.19387,
+    "recall_at_10": 0.50147,
+    "recall_at_100": 0.74966,
+    "recall_at_1000": 0.92328,
+    "recall_at_3": 0.35207,
+    "recall_at_5": 0.41018
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/CQADupstackPhysicsRetrieval.json b/results/voyage-lite-02-instruct/CQADupstackPhysicsRetrieval.json
new file mode 100644
index 0000000000000000000000000000000000000000..166b0de87343bd3807132cc43515a77a157af290
--- /dev/null
+++ b/results/voyage-lite-02-instruct/CQADupstackPhysicsRetrieval.json
@@ -0,0 +1,38 @@
+{
+  "dataset_revision": null,
+  "mteb_dataset_name": "CQADupstackPhysicsRetrieval",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "evaluation_time": 937.8,
+    "map_at_1": 0.32562,
+    "map_at_10": 0.44805,
+    "map_at_100": 0.46301,
+    "map_at_1000": 0.46399,
+    "map_at_3": 0.41048,
+    "map_at_5": 0.43092,
+    "mrr_at_1": 0.40038,
+    "mrr_at_10": 0.50457,
+    "mrr_at_100": 0.51304,
+    "mrr_at_1000": 0.51336,
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+    "precision_at_1": 0.40038,
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+    "recall_at_100": 0.87624,
+    "recall_at_1000": 0.97358,
+    "recall_at_3": 0.49043,
+    "recall_at_5": 0.55799
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/CQADupstackProgrammersRetrieval.json b/results/voyage-lite-02-instruct/CQADupstackProgrammersRetrieval.json
new file mode 100644
index 0000000000000000000000000000000000000000..2e38e211cfbc53c1f53eb661cdfdfcc5fa62c636
--- /dev/null
+++ b/results/voyage-lite-02-instruct/CQADupstackProgrammersRetrieval.json
@@ -0,0 +1,38 @@
+{
+  "dataset_revision": null,
+  "mteb_dataset_name": "CQADupstackProgrammersRetrieval",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "evaluation_time": 798.69,
+    "map_at_1": 0.26611,
+    "map_at_10": 0.39435,
+    "map_at_100": 0.40812,
+    "map_at_1000": 0.40917,
+    "map_at_3": 0.35198,
+    "map_at_5": 0.37524,
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+    "mrr_at_100": 0.45186,
+    "mrr_at_1000": 0.45225,
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+    "mrr_at_5": 0.43006,
+    "ndcg_at_1": 0.32648,
+    "ndcg_at_10": 0.46615,
+    "ndcg_at_100": 0.51966,
+    "ndcg_at_1000": 0.53783,
+    "ndcg_at_3": 0.39777,
+    "ndcg_at_5": 0.42869,
+    "precision_at_1": 0.32648,
+    "precision_at_10": 0.09167,
+    "precision_at_100": 0.01376,
+    "precision_at_1000": 0.00172,
+    "precision_at_3": 0.19597,
+    "precision_at_5": 0.14543,
+    "recall_at_1": 0.26611,
+    "recall_at_10": 0.62648,
+    "recall_at_100": 0.85052,
+    "recall_at_1000": 0.96968,
+    "recall_at_3": 0.43717,
+    "recall_at_5": 0.51649
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/CQADupstackStatsRetrieval.json b/results/voyage-lite-02-instruct/CQADupstackStatsRetrieval.json
new file mode 100644
index 0000000000000000000000000000000000000000..5c939848ad863af3b85ae12f138d51fc5414d261
--- /dev/null
+++ b/results/voyage-lite-02-instruct/CQADupstackStatsRetrieval.json
@@ -0,0 +1,38 @@
+{
+  "dataset_revision": null,
+  "mteb_dataset_name": "CQADupstackStatsRetrieval",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "evaluation_time": 1540.95,
+    "map_at_1": 0.26091,
+    "map_at_10": 0.3413,
+    "map_at_100": 0.35379,
+    "map_at_1000": 0.3546,
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+    "mrr_at_100": 0.38201,
+    "mrr_at_1000": 0.38252,
+    "mrr_at_3": 0.34918,
+    "mrr_at_5": 0.35984,
+    "ndcg_at_1": 0.29755,
+    "ndcg_at_10": 0.38835,
+    "ndcg_at_100": 0.44619,
+    "ndcg_at_1000": 0.46602,
+    "ndcg_at_3": 0.34123,
+    "ndcg_at_5": 0.36094,
+    "precision_at_1": 0.29755,
+    "precision_at_10": 0.06288,
+    "precision_at_100": 0.00989,
+    "precision_at_1000": 0.00124,
+    "precision_at_3": 0.14826,
+    "precision_at_5": 0.10337,
+    "recall_at_1": 0.26091,
+    "recall_at_10": 0.50348,
+    "recall_at_100": 0.76281,
+    "recall_at_1000": 0.90743,
+    "recall_at_3": 0.37007,
+    "recall_at_5": 0.42062
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/CQADupstackTexRetrieval.json b/results/voyage-lite-02-instruct/CQADupstackTexRetrieval.json
new file mode 100644
index 0000000000000000000000000000000000000000..b54bab944f8c45dc2701f5d6f69a44eab9f1f085
--- /dev/null
+++ b/results/voyage-lite-02-instruct/CQADupstackTexRetrieval.json
@@ -0,0 +1,38 @@
+{
+  "dataset_revision": null,
+  "mteb_dataset_name": "CQADupstackTexRetrieval",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "evaluation_time": 2829.4,
+    "map_at_1": 0.18174,
+    "map_at_10": 0.27171,
+    "map_at_100": 0.28368,
+    "map_at_1000": 0.28493,
+    "map_at_3": 0.24309,
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+    "mrr_at_100": 0.31989,
+    "mrr_at_1000": 0.32061,
+    "mrr_at_3": 0.28694,
+    "mrr_at_5": 0.30053,
+    "ndcg_at_1": 0.22471,
+    "ndcg_at_10": 0.32505,
+    "ndcg_at_100": 0.37875,
+    "ndcg_at_1000": 0.40542,
+    "ndcg_at_3": 0.2773,
+    "ndcg_at_5": 0.29953,
+    "precision_at_1": 0.22471,
+    "precision_at_10": 0.06284,
+    "precision_at_100": 0.01052,
+    "precision_at_1000": 0.00146,
+    "precision_at_3": 0.13696,
+    "precision_at_5": 0.10069,
+    "recall_at_1": 0.18174,
+    "recall_at_10": 0.44357,
+    "recall_at_100": 0.68359,
+    "recall_at_1000": 0.87025,
+    "recall_at_3": 0.30941,
+    "recall_at_5": 0.36676
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/CQADupstackUnixRetrieval.json b/results/voyage-lite-02-instruct/CQADupstackUnixRetrieval.json
new file mode 100644
index 0000000000000000000000000000000000000000..81bc274a1964acfdeecf6d4b9e6b96c07d430fd9
--- /dev/null
+++ b/results/voyage-lite-02-instruct/CQADupstackUnixRetrieval.json
@@ -0,0 +1,38 @@
+{
+  "dataset_revision": null,
+  "mteb_dataset_name": "CQADupstackUnixRetrieval",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "evaluation_time": 1600.38,
+    "map_at_1": 0.33419,
+    "map_at_10": 0.44532,
+    "map_at_100": 0.45736,
+    "map_at_1000": 0.45823,
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+    "mrr_at_3": 0.45771,
+    "mrr_at_5": 0.47553,
+    "ndcg_at_1": 0.39832,
+    "ndcg_at_10": 0.50734,
+    "ndcg_at_100": 0.55568,
+    "ndcg_at_1000": 0.57232,
+    "ndcg_at_3": 0.44099,
+    "ndcg_at_5": 0.47291,
+    "precision_at_1": 0.39832,
+    "precision_at_10": 0.08834,
+    "precision_at_100": 0.01234,
+    "precision_at_1000": 0.00148,
+    "precision_at_3": 0.20025,
+    "precision_at_5": 0.1459,
+    "recall_at_1": 0.33419,
+    "recall_at_10": 0.65289,
+    "recall_at_100": 0.85439,
+    "recall_at_1000": 0.96223,
+    "recall_at_3": 0.47255,
+    "recall_at_5": 0.55222
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/CQADupstackWebmastersRetrieval.json b/results/voyage-lite-02-instruct/CQADupstackWebmastersRetrieval.json
new file mode 100644
index 0000000000000000000000000000000000000000..afa9035943d8e0fa74f409da7b75f5537b530c12
--- /dev/null
+++ b/results/voyage-lite-02-instruct/CQADupstackWebmastersRetrieval.json
@@ -0,0 +1,38 @@
+{
+  "dataset_revision": null,
+  "mteb_dataset_name": "CQADupstackWebmastersRetrieval",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "evaluation_time": 363.89,
+    "map_at_1": 0.28919,
+    "map_at_10": 0.40749,
+    "map_at_100": 0.42446,
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+    "map_at_3": 0.37131,
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+    "mrr_at_1000": 0.46831,
+    "mrr_at_3": 0.43347,
+    "mrr_at_5": 0.4476,
+    "ndcg_at_1": 0.34585,
+    "ndcg_at_10": 0.47846,
+    "ndcg_at_100": 0.53281,
+    "ndcg_at_1000": 0.55243,
+    "ndcg_at_3": 0.42169,
+    "ndcg_at_5": 0.44838,
+    "precision_at_1": 0.34585,
+    "precision_at_10": 0.09209,
+    "precision_at_100": 0.01794,
+    "precision_at_1000": 0.00258,
+    "precision_at_3": 0.1996,
+    "precision_at_5": 0.14585,
+    "recall_at_1": 0.28919,
+    "recall_at_10": 0.61436,
+    "recall_at_100": 0.85177,
+    "recall_at_1000": 0.97097,
+    "recall_at_3": 0.45791,
+    "recall_at_5": 0.52414
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/CQADupstackWordpressRetrieval.json b/results/voyage-lite-02-instruct/CQADupstackWordpressRetrieval.json
new file mode 100644
index 0000000000000000000000000000000000000000..356e75cf39f34857fb1491af583a72b25be78845
--- /dev/null
+++ b/results/voyage-lite-02-instruct/CQADupstackWordpressRetrieval.json
@@ -0,0 +1,38 @@
+{
+  "dataset_revision": null,
+  "mteb_dataset_name": "CQADupstackWordpressRetrieval",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "evaluation_time": 1440.68,
+    "map_at_1": 0.22187,
+    "map_at_10": 0.3164,
+    "map_at_100": 0.32655,
+    "map_at_1000": 0.32753,
+    "map_at_3": 0.28729,
+    "map_at_5": 0.3041,
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+    "mrr_at_100": 0.34295,
+    "mrr_at_1000": 0.3437,
+    "mrr_at_3": 0.30622,
+    "mrr_at_5": 0.32193,
+    "ndcg_at_1": 0.2403,
+    "ndcg_at_10": 0.36949,
+    "ndcg_at_100": 0.41843,
+    "ndcg_at_1000": 0.44158,
+    "ndcg_at_3": 0.31328,
+    "ndcg_at_5": 0.34156,
+    "precision_at_1": 0.2403,
+    "precision_at_10": 0.06007,
+    "precision_at_100": 0.00906,
+    "precision_at_1000": 0.0012,
+    "precision_at_3": 0.13555,
+    "precision_at_5": 0.09834,
+    "recall_at_1": 0.22187,
+    "recall_at_10": 0.51285,
+    "recall_at_100": 0.73707,
+    "recall_at_1000": 0.90771,
+    "recall_at_3": 0.3679,
+    "recall_at_5": 0.43401
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/ClimateFEVER.json b/results/voyage-lite-02-instruct/ClimateFEVER.json
new file mode 100644
index 0000000000000000000000000000000000000000..5d30c5ba44d56d5244216feb8be1921c1ffe84ff
--- /dev/null
+++ b/results/voyage-lite-02-instruct/ClimateFEVER.json
@@ -0,0 +1,38 @@
+{
+  "dataset_revision": null,
+  "mteb_dataset_name": "ClimateFEVER",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "evaluation_time": 3165.03,
+    "map_at_1": 0.14875,
+    "map_at_10": 0.23565,
+    "map_at_100": 0.25132,
+    "map_at_1000": 0.25314,
+    "map_at_3": 0.20443,
+    "map_at_5": 0.22202,
+    "mrr_at_1": 0.3557,
+    "mrr_at_10": 0.44984,
+    "mrr_at_100": 0.45778,
+    "mrr_at_1000": 0.45828,
+    "mrr_at_3": 0.42421,
+    "mrr_at_5": 0.43955,
+    "ndcg_at_1": 0.3557,
+    "ndcg_at_10": 0.31951,
+    "ndcg_at_100": 0.3817,
+    "ndcg_at_1000": 0.41676,
+    "ndcg_at_3": 0.27945,
+    "ndcg_at_5": 0.29129,
+    "precision_at_1": 0.3557,
+    "precision_at_10": 0.09336,
+    "precision_at_100": 0.01608,
+    "precision_at_1000": 0.00226,
+    "precision_at_3": 0.20326,
+    "precision_at_5": 0.1501,
+    "recall_at_1": 0.14875,
+    "recall_at_10": 0.35684,
+    "recall_at_100": 0.57205,
+    "recall_at_1000": 0.77039,
+    "recall_at_3": 0.24332,
+    "recall_at_5": 0.2923
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/DBPedia.json b/results/voyage-lite-02-instruct/DBPedia.json
new file mode 100644
index 0000000000000000000000000000000000000000..49257fac562c0b42145744f03ba4f3ba34bbe55a
--- /dev/null
+++ b/results/voyage-lite-02-instruct/DBPedia.json
@@ -0,0 +1,38 @@
+{
+  "dataset_revision": null,
+  "mteb_dataset_name": "DBPedia",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "evaluation_time": 1735.68,
+    "map_at_1": 0.07812,
+    "map_at_10": 0.17008,
+    "map_at_100": 0.24101,
+    "map_at_1000": 0.25807,
+    "map_at_3": 0.12342,
+    "map_at_5": 0.1429,
+    "mrr_at_1": 0.6075,
+    "mrr_at_10": 0.70097,
+    "mrr_at_100": 0.70559,
+    "mrr_at_1000": 0.70566,
+    "mrr_at_3": 0.68042,
+    "mrr_at_5": 0.69404,
+    "ndcg_at_1": 0.5025,
+    "ndcg_at_10": 0.39789,
+    "ndcg_at_100": 0.43862,
+    "ndcg_at_1000": 0.51379,
+    "ndcg_at_3": 0.44394,
+    "ndcg_at_5": 0.41637,
+    "precision_at_1": 0.6075,
+    "precision_at_10": 0.308,
+    "precision_at_100": 0.1007,
+    "precision_at_1000": 0.02083,
+    "precision_at_3": 0.45917,
+    "precision_at_5": 0.386,
+    "recall_at_1": 0.07812,
+    "recall_at_10": 0.23027,
+    "recall_at_100": 0.48666,
+    "recall_at_1000": 0.73239,
+    "recall_at_3": 0.1434,
+    "recall_at_5": 0.17609
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/EmotionClassification.json b/results/voyage-lite-02-instruct/EmotionClassification.json
new file mode 100644
index 0000000000000000000000000000000000000000..52a548bd37758d88cb0472846bd566936a06921d
--- /dev/null
+++ b/results/voyage-lite-02-instruct/EmotionClassification.json
@@ -0,0 +1,13 @@
+{
+  "dataset_revision": "4f58c6b202a23cf9a4da393831edf4f9183cad37",
+  "mteb_dataset_name": "EmotionClassification",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "accuracy": 0.5027499999999999,
+    "accuracy_stderr": 0.0324809559588384,
+    "evaluation_time": 11.06,
+    "f1": 0.43491232837305105,
+    "f1_stderr": 0.02134162833148898,
+    "main_score": 0.5027499999999999
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/FEVER.json b/results/voyage-lite-02-instruct/FEVER.json
new file mode 100644
index 0000000000000000000000000000000000000000..394870cc40e7f49daf63e0f6be9b1eec00a20e78
--- /dev/null
+++ b/results/voyage-lite-02-instruct/FEVER.json
@@ -0,0 +1,38 @@
+{
+  "dataset_revision": null,
+  "mteb_dataset_name": "FEVER",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "evaluation_time": 4089.33,
+    "map_at_1": 0.82744,
+    "map_at_10": 0.88717,
+    "map_at_100": 0.88905,
+    "map_at_1000": 0.88917,
+    "map_at_3": 0.87915,
+    "map_at_5": 0.88459,
+    "mrr_at_1": 0.89049,
+    "mrr_at_10": 0.93293,
+    "mrr_at_100": 0.93334,
+    "mrr_at_1000": 0.93335,
+    "mrr_at_3": 0.92964,
+    "mrr_at_5": 0.93179,
+    "ndcg_at_1": 0.89049,
+    "ndcg_at_10": 0.91351,
+    "ndcg_at_100": 0.91987,
+    "ndcg_at_1000": 0.92188,
+    "ndcg_at_3": 0.9033,
+    "ndcg_at_5": 0.90924,
+    "precision_at_1": 0.89049,
+    "precision_at_10": 0.10569,
+    "precision_at_100": 0.01112,
+    "precision_at_1000": 0.00115,
+    "precision_at_3": 0.33643,
+    "precision_at_5": 0.20702,
+    "recall_at_1": 0.82744,
+    "recall_at_10": 0.94999,
+    "recall_at_100": 0.97443,
+    "recall_at_1000": 0.98645,
+    "recall_at_3": 0.9215,
+    "recall_at_5": 0.93725
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/FiQA2018.json b/results/voyage-lite-02-instruct/FiQA2018.json
new file mode 100644
index 0000000000000000000000000000000000000000..a4fce1a1f9a2acfafcb2364b018bcd7f31f2c8e0
--- /dev/null
+++ b/results/voyage-lite-02-instruct/FiQA2018.json
@@ -0,0 +1,38 @@
+{
+  "dataset_revision": null,
+  "mteb_dataset_name": "FiQA2018",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "evaluation_time": 91.9,
+    "map_at_1": 0.26721,
+    "map_at_10": 0.43665,
+    "map_at_100": 0.45756,
+    "map_at_1000": 0.45901,
+    "map_at_3": 0.3869,
+    "map_at_5": 0.41376,
+    "mrr_at_1": 0.48302,
+    "mrr_at_10": 0.59527,
+    "mrr_at_100": 0.60178,
+    "mrr_at_1000": 0.60197,
+    "mrr_at_3": 0.57124,
+    "mrr_at_5": 0.58459,
+    "ndcg_at_1": 0.48302,
+    "ndcg_at_10": 0.52509,
+    "ndcg_at_100": 0.59138,
+    "ndcg_at_1000": 0.61169,
+    "ndcg_at_3": 0.47968,
+    "ndcg_at_5": 0.49411,
+    "precision_at_1": 0.48302,
+    "precision_at_10": 0.13719,
+    "precision_at_100": 0.02076,
+    "precision_at_1000": 0.00249,
+    "precision_at_3": 0.31276,
+    "precision_at_5": 0.22407,
+    "recall_at_1": 0.26721,
+    "recall_at_10": 0.61689,
+    "recall_at_100": 0.84903,
+    "recall_at_1000": 0.95958,
+    "recall_at_3": 0.45762,
+    "recall_at_5": 0.52559
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/HotpotQA.json b/results/voyage-lite-02-instruct/HotpotQA.json
new file mode 100644
index 0000000000000000000000000000000000000000..4870a037e3ef82199a757b25708e476442febf7a
--- /dev/null
+++ b/results/voyage-lite-02-instruct/HotpotQA.json
@@ -0,0 +1,38 @@
+{
+  "dataset_revision": null,
+  "mteb_dataset_name": "HotpotQA",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "evaluation_time": 3399.02,
+    "map_at_1": 0.41296,
+    "map_at_10": 0.6758,
+    "map_at_100": 0.68553,
+    "map_at_1000": 0.68599,
+    "map_at_3": 0.63877,
+    "map_at_5": 0.66196,
+    "mrr_at_1": 0.82593,
+    "mrr_at_10": 0.87751,
+    "mrr_at_100": 0.87897,
+    "mrr_at_1000": 0.879,
+    "mrr_at_3": 0.86916,
+    "mrr_at_5": 0.87454,
+    "ndcg_at_1": 0.82593,
+    "ndcg_at_10": 0.75506,
+    "ndcg_at_100": 0.78671,
+    "ndcg_at_1000": 0.79517,
+    "ndcg_at_3": 0.70395,
+    "ndcg_at_5": 0.73245,
+    "precision_at_1": 0.82593,
+    "precision_at_10": 0.15885,
+    "precision_at_100": 0.01832,
+    "precision_at_1000": 0.00194,
+    "precision_at_3": 0.4542,
+    "precision_at_5": 0.29502,
+    "recall_at_1": 0.41296,
+    "recall_at_10": 0.79426,
+    "recall_at_100": 0.91587,
+    "recall_at_1000": 0.9713,
+    "recall_at_3": 0.6813,
+    "recall_at_5": 0.73754
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/ImdbClassification.json b/results/voyage-lite-02-instruct/ImdbClassification.json
new file mode 100644
index 0000000000000000000000000000000000000000..bb4371dd5ab38cd7034513dad3fadb7aa612a52c
--- /dev/null
+++ b/results/voyage-lite-02-instruct/ImdbClassification.json
@@ -0,0 +1,15 @@
+{
+  "dataset_revision": "3d86128a09e091d6018b6d26cad27f2739fc2db7",
+  "mteb_dataset_name": "ImdbClassification",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "accuracy": 0.957456,
+    "accuracy_stderr": 0.0006638554059431943,
+    "ap": 0.9403810401900875,
+    "ap_stderr": 0.0010134640991460297,
+    "evaluation_time": 219.3,
+    "f1": 0.9574542159257466,
+    "f1_stderr": 0.0006649884399400401,
+    "main_score": 0.957456
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/MSMARCO.json b/results/voyage-lite-02-instruct/MSMARCO.json
new file mode 100644
index 0000000000000000000000000000000000000000..09b629b7f16092ac8a53e7d5075a3b7f393a7419
--- /dev/null
+++ b/results/voyage-lite-02-instruct/MSMARCO.json
@@ -0,0 +1,71 @@
+{
+  "dataset_revision": null,
+  "dev": {
+    "evaluation_time": 17778.19,
+    "map_at_1": 0.18825,
+    "map_at_10": 0.30861,
+    "map_at_100": 0.32088,
+    "map_at_1000": 0.32141,
+    "map_at_3": 0.26708,
+    "map_at_5": 0.29102,
+    "mrr_at_1": 0.19398,
+    "mrr_at_10": 0.31458,
+    "mrr_at_100": 0.32631,
+    "mrr_at_1000": 0.32678,
+    "mrr_at_3": 0.27397,
+    "mrr_at_5": 0.29745,
+    "ndcg_at_1": 0.19398,
+    "ndcg_at_10": 0.37933,
+    "ndcg_at_100": 0.43894,
+    "ndcg_at_1000": 0.45209,
+    "ndcg_at_3": 0.29513,
+    "ndcg_at_5": 0.33774,
+    "precision_at_1": 0.19398,
+    "precision_at_10": 0.06242,
+    "precision_at_100": 0.00923,
+    "precision_at_1000": 0.00104,
+    "precision_at_3": 0.1277,
+    "precision_at_5": 0.09817,
+    "recall_at_1": 0.18825,
+    "recall_at_10": 0.59808,
+    "recall_at_100": 0.87505,
+    "recall_at_1000": 0.97517,
+    "recall_at_3": 0.36977,
+    "recall_at_5": 0.47202
+  },
+  "mteb_dataset_name": "MSMARCO",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "evaluation_time": 16429.1,
+    "map_at_1": 0.02227,
+    "map_at_10": 0.13876,
+    "map_at_100": 0.40299,
+    "map_at_1000": 0.50022,
+    "map_at_3": 0.05499,
+    "map_at_5": 0.07908,
+    "mrr_at_1": 0.90698,
+    "mrr_at_10": 0.93411,
+    "mrr_at_100": 0.93477,
+    "mrr_at_1000": 0.93477,
+    "mrr_at_3": 0.93023,
+    "mrr_at_5": 0.93023,
+    "ndcg_at_1": 0.72481,
+    "ndcg_at_10": 0.67017,
+    "ndcg_at_100": 0.639,
+    "ndcg_at_1000": 0.73111,
+    "ndcg_at_3": 0.69427,
+    "ndcg_at_5": 0.67559,
+    "precision_at_1": 0.90698,
+    "precision_at_10": 0.76512,
+    "precision_at_100": 0.39233,
+    "precision_at_1000": 0.07742,
+    "precision_at_3": 0.82946,
+    "precision_at_5": 0.8,
+    "recall_at_1": 0.02227,
+    "recall_at_10": 0.1531,
+    "recall_at_100": 0.54122,
+    "recall_at_1000": 0.8241,
+    "recall_at_3": 0.05634,
+    "recall_at_5": 0.08278
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/MTOPDomainClassification.json b/results/voyage-lite-02-instruct/MTOPDomainClassification.json
new file mode 100644
index 0000000000000000000000000000000000000000..c0cb68bce3d4e86808e459745234173f1f78b958
--- /dev/null
+++ b/results/voyage-lite-02-instruct/MTOPDomainClassification.json
@@ -0,0 +1,15 @@
+{
+  "dataset_revision": "d80d48c1eb48d3562165c59d59d0034df9fff0bf",
+  "mteb_dataset_name": "MTOPDomainClassification",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "en": {
+      "accuracy": 0.9765389876880984,
+      "accuracy_stderr": 0.0026966507761903716,
+      "f1": 0.9750410528419893,
+      "f1_stderr": 0.002589127676718398,
+      "main_score": 0.9765389876880984
+    },
+    "evaluation_time": 6.6
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/MTOPIntentClassification.json b/results/voyage-lite-02-instruct/MTOPIntentClassification.json
new file mode 100644
index 0000000000000000000000000000000000000000..460baeb07552875a467584b8c61d18551efc599c
--- /dev/null
+++ b/results/voyage-lite-02-instruct/MTOPIntentClassification.json
@@ -0,0 +1,15 @@
+{
+  "dataset_revision": "ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba",
+  "mteb_dataset_name": "MTOPIntentClassification",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "en": {
+      "accuracy": 0.7515959872321021,
+      "accuracy_stderr": 0.02717222726744704,
+      "f1": 0.5733239505294873,
+      "f1_stderr": 0.014244759527310793,
+      "main_score": 0.7515959872321021
+    },
+    "evaluation_time": 15.52
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/MassiveIntentClassification.json b/results/voyage-lite-02-instruct/MassiveIntentClassification.json
new file mode 100644
index 0000000000000000000000000000000000000000..fb6108cb294c39482677ef355d98d8cbeae86a2e
--- /dev/null
+++ b/results/voyage-lite-02-instruct/MassiveIntentClassification.json
@@ -0,0 +1,15 @@
+{
+  "dataset_revision": "31efe3c427b0bae9c22cbb560b8f15491cc6bed7",
+  "mteb_dataset_name": "MassiveIntentClassification",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "en": {
+      "accuracy": 0.7397108271687961,
+      "accuracy_stderr": 0.021432156820817106,
+      "f1": 0.7144411019183744,
+      "f1_stderr": 0.01782312308560272,
+      "main_score": 0.7397108271687961
+    },
+    "evaluation_time": 10.45
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/MassiveScenarioClassification.json b/results/voyage-lite-02-instruct/MassiveScenarioClassification.json
new file mode 100644
index 0000000000000000000000000000000000000000..0338538876c5171b75f4396fe9a65666eba66f76
--- /dev/null
+++ b/results/voyage-lite-02-instruct/MassiveScenarioClassification.json
@@ -0,0 +1,15 @@
+{
+  "dataset_revision": "7d571f92784cd94a019292a1f45445077d0ef634",
+  "mteb_dataset_name": "MassiveScenarioClassification",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "en": {
+      "accuracy": 0.8399125756556826,
+      "accuracy_stderr": 0.007675654277635384,
+      "f1": 0.824326852539514,
+      "f1_stderr": 0.006798259166523462,
+      "main_score": 0.8399125756556826
+    },
+    "evaluation_time": 7.24
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/MedrxivClusteringP2P.json b/results/voyage-lite-02-instruct/MedrxivClusteringP2P.json
new file mode 100644
index 0000000000000000000000000000000000000000..0e8a6cf2acd655d360a37523c1d91dc737307e30
--- /dev/null
+++ b/results/voyage-lite-02-instruct/MedrxivClusteringP2P.json
@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "e7a26af6f3ae46b30dde8737f02c07b1505bcc73",
+  "mteb_dataset_name": "MedrxivClusteringP2P",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "evaluation_time": 512.07,
+    "v_measure": 0.4724196047434252,
+    "v_measure_std": 0.01561570534210345
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/MedrxivClusteringS2S.json b/results/voyage-lite-02-instruct/MedrxivClusteringS2S.json
new file mode 100644
index 0000000000000000000000000000000000000000..2a55a9dac7b56a4cea2c9d9694aacf0b478d26eb
--- /dev/null
+++ b/results/voyage-lite-02-instruct/MedrxivClusteringS2S.json
@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "35191c8c0dca72d8ff3efcd72aa802307d469663",
+  "mteb_dataset_name": "MedrxivClusteringS2S",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "evaluation_time": 55.61,
+    "v_measure": 0.4348071758084422,
+    "v_measure_std": 0.015037928151738145
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/MindSmallReranking.json b/results/voyage-lite-02-instruct/MindSmallReranking.json
new file mode 100644
index 0000000000000000000000000000000000000000..1b79d648b741cdf80cc9aaf7b31df1fb5dd9932b
--- /dev/null
+++ b/results/voyage-lite-02-instruct/MindSmallReranking.json
@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "3bdac13927fdc888b903db93b2ffdbd90b295a69",
+  "mteb_dataset_name": "MindSmallReranking",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "evaluation_time": 3160.11,
+    "map": 0.3148270747750967,
+    "mrr": 0.32524766764807367
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/NFCorpus.json b/results/voyage-lite-02-instruct/NFCorpus.json
new file mode 100644
index 0000000000000000000000000000000000000000..4d9c5aa1732234489914e4cbd9697e0dd518aa64
--- /dev/null
+++ b/results/voyage-lite-02-instruct/NFCorpus.json
@@ -0,0 +1,38 @@
+{
+  "dataset_revision": null,
+  "mteb_dataset_name": "NFCorpus",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "evaluation_time": 47.18,
+    "map_at_1": 0.08544,
+    "map_at_10": 0.1807,
+    "map_at_100": 0.22413,
+    "map_at_1000": 0.24223,
+    "map_at_3": 0.13582,
+    "map_at_5": 0.15933,
+    "mrr_at_1": 0.58514,
+    "mrr_at_10": 0.66796,
+    "mrr_at_100": 0.67448,
+    "mrr_at_1000": 0.67459,
+    "mrr_at_3": 0.64706,
+    "mrr_at_5": 0.66115,
+    "ndcg_at_1": 0.56656,
+    "ndcg_at_10": 0.43702,
+    "ndcg_at_100": 0.4178,
+    "ndcg_at_1000": 0.51373,
+    "ndcg_at_3": 0.50233,
+    "ndcg_at_5": 0.4796,
+    "precision_at_1": 0.58824,
+    "precision_at_10": 0.29505,
+    "precision_at_100": 0.09105,
+    "precision_at_1000": 0.02322,
+    "precision_at_3": 0.45614,
+    "precision_at_5": 0.39628,
+    "recall_at_1": 0.08544,
+    "recall_at_10": 0.23839,
+    "recall_at_100": 0.45288,
+    "recall_at_1000": 0.77323,
+    "recall_at_3": 0.15099,
+    "recall_at_5": 0.19408
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/NQ.json b/results/voyage-lite-02-instruct/NQ.json
new file mode 100644
index 0000000000000000000000000000000000000000..33d4a382af0c1d369b82155f3e2ac0a89ddf2a05
--- /dev/null
+++ b/results/voyage-lite-02-instruct/NQ.json
@@ -0,0 +1,38 @@
+{
+  "dataset_revision": null,
+  "mteb_dataset_name": "NQ",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "evaluation_time": 1567.4,
+    "map_at_1": 0.40687,
+    "map_at_10": 0.56984,
+    "map_at_100": 0.57777,
+    "map_at_1000": 0.57793,
+    "map_at_3": 0.53005,
+    "map_at_5": 0.55551,
+    "mrr_at_1": 0.45655,
+    "mrr_at_10": 0.59519,
+    "mrr_at_100": 0.60078,
+    "mrr_at_1000": 0.60088,
+    "mrr_at_3": 0.56542,
+    "mrr_at_5": 0.58474,
+    "ndcg_at_1": 0.45655,
+    "ndcg_at_10": 0.64262,
+    "ndcg_at_100": 0.67423,
+    "ndcg_at_1000": 0.67759,
+    "ndcg_at_3": 0.57182,
+    "ndcg_at_5": 0.61249,
+    "precision_at_1": 0.45655,
+    "precision_at_10": 0.09986,
+    "precision_at_100": 0.01177,
+    "precision_at_1000": 0.00121,
+    "precision_at_3": 0.25454,
+    "precision_at_5": 0.17665,
+    "recall_at_1": 0.40687,
+    "recall_at_10": 0.83589,
+    "recall_at_100": 0.97021,
+    "recall_at_1000": 0.99435,
+    "recall_at_3": 0.6574,
+    "recall_at_5": 0.74995
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/QuoraRetrieval.json b/results/voyage-lite-02-instruct/QuoraRetrieval.json
new file mode 100644
index 0000000000000000000000000000000000000000..5337bd238e3e926b10ea5cf8dca9ff95762ef2b3
--- /dev/null
+++ b/results/voyage-lite-02-instruct/QuoraRetrieval.json
@@ -0,0 +1,71 @@
+{
+  "dataset_revision": null,
+  "dev": {
+    "evaluation_time": 313.15,
+    "map_at_1": 0.69516,
+    "map_at_10": 0.83848,
+    "map_at_100": 0.84436,
+    "map_at_1000": 0.84451,
+    "map_at_3": 0.80941,
+    "map_at_5": 0.82808,
+    "mrr_at_1": 0.8024,
+    "mrr_at_10": 0.86772,
+    "mrr_at_100": 0.86875,
+    "mrr_at_1000": 0.86876,
+    "mrr_at_3": 0.8579,
+    "mrr_at_5": 0.86493,
+    "ndcg_at_1": 0.8024,
+    "ndcg_at_10": 0.87693,
+    "ndcg_at_100": 0.88884,
+    "ndcg_at_1000": 0.88996,
+    "ndcg_at_3": 0.84927,
+    "ndcg_at_5": 0.86487,
+    "precision_at_1": 0.8024,
+    "precision_at_10": 0.13286,
+    "precision_at_100": 0.01487,
+    "precision_at_1000": 0.00152,
+    "precision_at_3": 0.3742,
+    "precision_at_5": 0.24552,
+    "recall_at_1": 0.69516,
+    "recall_at_10": 0.95339,
+    "recall_at_100": 0.99378,
+    "recall_at_1000": 0.99944,
+    "recall_at_3": 0.8719,
+    "recall_at_5": 0.91783
+  },
+  "mteb_dataset_name": "QuoraRetrieval",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "evaluation_time": 578.74,
+    "map_at_1": 0.69948,
+    "map_at_10": 0.83831,
+    "map_at_100": 0.84478,
+    "map_at_1000": 0.84496,
+    "map_at_3": 0.80911,
+    "map_at_5": 0.82721,
+    "mrr_at_1": 0.8055,
+    "mrr_at_10": 0.86809,
+    "mrr_at_100": 0.86931,
+    "mrr_at_1000": 0.86933,
+    "mrr_at_3": 0.8584,
+    "mrr_at_5": 0.86506,
+    "ndcg_at_1": 0.8058,
+    "ndcg_at_10": 0.87625,
+    "ndcg_at_100": 0.88935,
+    "ndcg_at_1000": 0.89053,
+    "ndcg_at_3": 0.84778,
+    "ndcg_at_5": 0.86325,
+    "precision_at_1": 0.8058,
+    "precision_at_10": 0.13316,
+    "precision_at_100": 0.01526,
+    "precision_at_1000": 0.00157,
+    "precision_at_3": 0.37143,
+    "precision_at_5": 0.24406,
+    "recall_at_1": 0.69948,
+    "recall_at_10": 0.94866,
+    "recall_at_100": 0.99395,
+    "recall_at_1000": 0.9995,
+    "recall_at_3": 0.86683,
+    "recall_at_5": 0.91069
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/RedditClustering.json b/results/voyage-lite-02-instruct/RedditClustering.json
new file mode 100644
index 0000000000000000000000000000000000000000..2d4e78f1e0c3cac856fd6b31fe0e92780c6993c6
--- /dev/null
+++ b/results/voyage-lite-02-instruct/RedditClustering.json
@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "24640382cdbf8abc73003fb0fa6d111a705499eb",
+  "mteb_dataset_name": "RedditClustering",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "evaluation_time": 563.38,
+    "v_measure": 0.6373109860823789,
+    "v_measure_std": 0.04756391862120634
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/RedditClusteringP2P.json b/results/voyage-lite-02-instruct/RedditClusteringP2P.json
new file mode 100644
index 0000000000000000000000000000000000000000..7479ef16c4fa305ad7185cf6f134b1b83ee96914
--- /dev/null
+++ b/results/voyage-lite-02-instruct/RedditClusteringP2P.json
@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "282350215ef01743dc01b456c7f5241fa8937f16",
+  "mteb_dataset_name": "RedditClusteringP2P",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "evaluation_time": 3296.09,
+    "v_measure": 0.6408541579877951,
+    "v_measure_std": 0.1251637458527434
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/SCIDOCS.json b/results/voyage-lite-02-instruct/SCIDOCS.json
new file mode 100644
index 0000000000000000000000000000000000000000..f929cb0090eb5847fcd57b3d634db7f133a0b703
--- /dev/null
+++ b/results/voyage-lite-02-instruct/SCIDOCS.json
@@ -0,0 +1,38 @@
+{
+  "dataset_revision": null,
+  "mteb_dataset_name": "SCIDOCS",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "evaluation_time": 73.19,
+    "map_at_1": 0.04823,
+    "map_at_10": 0.12135,
+    "map_at_100": 0.14329,
+    "map_at_1000": 0.14699,
+    "map_at_3": 0.08712,
+    "map_at_5": 0.10323,
+    "mrr_at_1": 0.237,
+    "mrr_at_10": 0.34052,
+    "mrr_at_100": 0.35303,
+    "mrr_at_1000": 0.35362,
+    "mrr_at_3": 0.308,
+    "mrr_at_5": 0.3252,
+    "ndcg_at_1": 0.237,
+    "ndcg_at_10": 0.20238,
+    "ndcg_at_100": 0.28926,
+    "ndcg_at_1000": 0.35091,
+    "ndcg_at_3": 0.19208,
+    "ndcg_at_5": 0.1668,
+    "precision_at_1": 0.237,
+    "precision_at_10": 0.1051,
+    "precision_at_100": 0.02313,
+    "precision_at_1000": 0.00379,
+    "precision_at_3": 0.18,
+    "precision_at_5": 0.1458,
+    "recall_at_1": 0.04823,
+    "recall_at_10": 0.21327,
+    "recall_at_100": 0.46952,
+    "recall_at_1000": 0.76943,
+    "recall_at_3": 0.10983,
+    "recall_at_5": 0.14808
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/SICK-R.json b/results/voyage-lite-02-instruct/SICK-R.json
new file mode 100644
index 0000000000000000000000000000000000000000..72d9cf106523d1245af68033e4d486968be6c613
--- /dev/null
+++ b/results/voyage-lite-02-instruct/SICK-R.json
@@ -0,0 +1,20 @@
+{
+  "dataset_revision": "a6ea5a8cab320b040a23452cc28066d9beae2cee",
+  "mteb_dataset_name": "SICK-R",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "cos_sim": {
+      "pearson": 0.8433285953358818,
+      "spearman": 0.7844172988920695
+    },
+    "euclidean": {
+      "pearson": 0.831475214147571,
+      "spearman": 0.7844172966516014
+    },
+    "evaluation_time": 15.38,
+    "manhattan": {
+      "pearson": 0.8311711796956991,
+      "spearman": 0.7841220240258747
+    }
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/STS12.json b/results/voyage-lite-02-instruct/STS12.json
new file mode 100644
index 0000000000000000000000000000000000000000..0cd4dbffd82ab9a456e9a9999da52cab3f9d9eda
--- /dev/null
+++ b/results/voyage-lite-02-instruct/STS12.json
@@ -0,0 +1,20 @@
+{
+  "dataset_revision": "a0d554a64d88156834ff5ae9920b964011b16384",
+  "mteb_dataset_name": "STS12",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "cos_sim": {
+      "pearson": 0.9089221982448009,
+      "spearman": 0.8645560847530183
+    },
+    "euclidean": {
+      "pearson": 0.912309086477576,
+      "spearman": 0.8645559625790092
+    },
+    "evaluation_time": 8.34,
+    "manhattan": {
+      "pearson": 0.9121542028036899,
+      "spearman": 0.8644616138982621
+    }
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/STS13.json b/results/voyage-lite-02-instruct/STS13.json
new file mode 100644
index 0000000000000000000000000000000000000000..4b099d0df90b732dda9a1e40b1b50a80bf1301f0
--- /dev/null
+++ b/results/voyage-lite-02-instruct/STS13.json
@@ -0,0 +1,20 @@
+{
+  "dataset_revision": "7e90230a92c190f1bf69ae9002b8cea547a64cca",
+  "mteb_dataset_name": "STS13",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "cos_sim": {
+      "pearson": 0.8542761975063944,
+      "spearman": 0.8776085366129103
+    },
+    "euclidean": {
+      "pearson": 0.8723633721613278,
+      "spearman": 0.8776085366129103
+    },
+    "evaluation_time": 3.57,
+    "manhattan": {
+      "pearson": 0.8714913106131497,
+      "spearman": 0.8768218762376563
+    }
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/STS14.json b/results/voyage-lite-02-instruct/STS14.json
new file mode 100644
index 0000000000000000000000000000000000000000..f44213235ebe1e43a00c353ebee3ef73168b10c4
--- /dev/null
+++ b/results/voyage-lite-02-instruct/STS14.json
@@ -0,0 +1,20 @@
+{
+  "dataset_revision": "6031580fec1f6af667f0bd2da0a551cf4f0b2375",
+  "mteb_dataset_name": "STS14",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "cos_sim": {
+      "pearson": 0.856154908327892,
+      "spearman": 0.8659807275589173
+    },
+    "euclidean": {
+      "pearson": 0.8618314620742165,
+      "spearman": 0.8659807408516059
+    },
+    "evaluation_time": 7.42,
+    "manhattan": {
+      "pearson": 0.8617674304689869,
+      "spearman": 0.8658567335243843
+    }
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/STS15.json b/results/voyage-lite-02-instruct/STS15.json
new file mode 100644
index 0000000000000000000000000000000000000000..76c41e688afdf2fe196f200678a3a260aea88d96
--- /dev/null
+++ b/results/voyage-lite-02-instruct/STS15.json
@@ -0,0 +1,20 @@
+{
+  "dataset_revision": "ae752c7c21bf194d8b67fd573edf7ae58183cbe3",
+  "mteb_dataset_name": "STS15",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "cos_sim": {
+      "pearson": 0.8804663833265316,
+      "spearman": 0.9010015187740963
+    },
+    "euclidean": {
+      "pearson": 0.8931003909979397,
+      "spearman": 0.9010015176728721
+    },
+    "evaluation_time": 7.51,
+    "manhattan": {
+      "pearson": 0.8926854317965756,
+      "spearman": 0.9004860566437379
+    }
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/STS16.json b/results/voyage-lite-02-instruct/STS16.json
new file mode 100644
index 0000000000000000000000000000000000000000..28bb9cd493371bdb462bddd90fcb0a6088b9b3b4
--- /dev/null
+++ b/results/voyage-lite-02-instruct/STS16.json
@@ -0,0 +1,20 @@
+{
+  "dataset_revision": "4d8694f8f0e0100860b497b999b3dbed754a0513",
+  "mteb_dataset_name": "STS16",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "cos_sim": {
+      "pearson": 0.844611518155127,
+      "spearman": 0.863860117161429
+    },
+    "euclidean": {
+      "pearson": 0.8541581799810982,
+      "spearman": 0.86386011560793
+    },
+    "evaluation_time": 4.16,
+    "manhattan": {
+      "pearson": 0.8544033910799574,
+      "spearman": 0.8640309229810553
+    }
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/STS17.json b/results/voyage-lite-02-instruct/STS17.json
new file mode 100644
index 0000000000000000000000000000000000000000..6fa6b99ad7f25dbe5b9cbda4689b5f9d230d6b13
--- /dev/null
+++ b/results/voyage-lite-02-instruct/STS17.json
@@ -0,0 +1,22 @@
+{
+  "dataset_revision": "af5e6fb845001ecf41f4c1e033ce921939a2a68d",
+  "mteb_dataset_name": "STS17",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "en-en": {
+      "cos_sim": {
+        "pearson": 0.8686746008241372,
+        "spearman": 0.8698232788734872
+      },
+      "euclidean": {
+        "pearson": 0.8780069130160841,
+        "spearman": 0.8698232788734872
+      },
+      "manhattan": {
+        "pearson": 0.8769664230695052,
+        "spearman": 0.8667396497407722
+      }
+    },
+    "evaluation_time": 1.47
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/STS22.json b/results/voyage-lite-02-instruct/STS22.json
new file mode 100644
index 0000000000000000000000000000000000000000..899e881654a310bdeb8048609119dcbf6e69e9cd
--- /dev/null
+++ b/results/voyage-lite-02-instruct/STS22.json
@@ -0,0 +1,22 @@
+{
+  "dataset_revision": "6d1ba47164174a496b7fa5d3569dae26a6813b80",
+  "mteb_dataset_name": "STS22",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "en": {
+      "cos_sim": {
+        "pearson": 0.7681549358412648,
+        "spearman": 0.7688947168592893
+      },
+      "euclidean": {
+        "pearson": 0.7664882669824689,
+        "spearman": 0.7688947168592893
+      },
+      "manhattan": {
+        "pearson": 0.7662282511864468,
+        "spearman": 0.7676245689010002
+      }
+    },
+    "evaluation_time": 15.64
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/STSBenchmark.json b/results/voyage-lite-02-instruct/STSBenchmark.json
new file mode 100644
index 0000000000000000000000000000000000000000..d860a8e46291ef988833de5901fcecb606ff79c4
--- /dev/null
+++ b/results/voyage-lite-02-instruct/STSBenchmark.json
@@ -0,0 +1,20 @@
+{
+  "dataset_revision": "b0fddb56ed78048fa8b90373c8a3cfc37b684831",
+  "mteb_dataset_name": "STSBenchmark",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "cos_sim": {
+      "pearson": 0.8607650721307065,
+      "spearman": 0.8855752336599791
+    },
+    "euclidean": {
+      "pearson": 0.8793167256263463,
+      "spearman": 0.8855752336599791
+    },
+    "evaluation_time": 2.24,
+    "manhattan": {
+      "pearson": 0.87904305708555,
+      "spearman": 0.8854847733063969
+    }
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/SciDocsRR.json b/results/voyage-lite-02-instruct/SciDocsRR.json
new file mode 100644
index 0000000000000000000000000000000000000000..2b9fc224ae0834e41a51f3979795f009dc184474
--- /dev/null
+++ b/results/voyage-lite-02-instruct/SciDocsRR.json
@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "d3c5e1fc0b855ab6097bf1cda04dd73947d7caab",
+  "mteb_dataset_name": "SciDocsRR",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "evaluation_time": 98.61,
+    "map": 0.8468403011695992,
+    "mrr": 0.9556431404470621
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/SciFact.json b/results/voyage-lite-02-instruct/SciFact.json
new file mode 100644
index 0000000000000000000000000000000000000000..7e688614aaa1f9126afd0476b337db7ac280266c
--- /dev/null
+++ b/results/voyage-lite-02-instruct/SciFact.json
@@ -0,0 +1,38 @@
+{
+  "dataset_revision": null,
+  "mteb_dataset_name": "SciFact",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "evaluation_time": 48.78,
+    "map_at_1": 0.65244,
+    "map_at_10": 0.75502,
+    "map_at_100": 0.7585,
+    "map_at_1000": 0.75859,
+    "map_at_3": 0.72975,
+    "map_at_5": 0.74248,
+    "mrr_at_1": 0.68333,
+    "mrr_at_10": 0.76913,
+    "mrr_at_100": 0.7718,
+    "mrr_at_1000": 0.77186,
+    "mrr_at_3": 0.75389,
+    "mrr_at_5": 0.76322,
+    "ndcg_at_1": 0.68333,
+    "ndcg_at_10": 0.79908,
+    "ndcg_at_100": 0.81467,
+    "ndcg_at_1000": 0.81631,
+    "ndcg_at_3": 0.75942,
+    "ndcg_at_5": 0.77754,
+    "precision_at_1": 0.68333,
+    "precision_at_10": 0.10367,
+    "precision_at_100": 0.01117,
+    "precision_at_1000": 0.00113,
+    "precision_at_3": 0.29333,
+    "precision_at_5": 0.18867,
+    "recall_at_1": 0.65244,
+    "recall_at_10": 0.91656,
+    "recall_at_100": 0.98833,
+    "recall_at_1000": 1.0,
+    "recall_at_3": 0.81378,
+    "recall_at_5": 0.85928
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/SprintDuplicateQuestions.json b/results/voyage-lite-02-instruct/SprintDuplicateQuestions.json
new file mode 100644
index 0000000000000000000000000000000000000000..1c4f4141ecee92c9b5eba04bd50c39444a6e5561
--- /dev/null
+++ b/results/voyage-lite-02-instruct/SprintDuplicateQuestions.json
@@ -0,0 +1,49 @@
+{
+  "dataset_revision": "d66bd1f72af766a5cc4b0ca5e00c162f89e8cc46",
+  "mteb_dataset_name": "SprintDuplicateQuestions",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "cos_sim": {
+      "accuracy": 0.9989009900990099,
+      "accuracy_threshold": 0.9417402744293213,
+      "ap": 0.9807262364991116,
+      "f1": 0.9447486311597809,
+      "f1_threshold": 0.9416731595993042,
+      "precision": 0.9405351833498513,
+      "recall": 0.949
+    },
+    "dot": {
+      "accuracy": 0.9989009900990099,
+      "accuracy_threshold": 0.9417402744293213,
+      "ap": 0.9807262461169006,
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+      "f1_threshold": 0.9416731595993042,
+      "precision": 0.9405351833498513,
+      "recall": 0.949
+    },
+    "euclidean": {
+      "accuracy": 0.9989009900990099,
+      "accuracy_threshold": 0.3413495421409607,
+      "ap": 0.9807262364991116,
+      "f1": 0.9447486311597809,
+      "f1_threshold": 0.3415459990501404,
+      "precision": 0.9405351833498513,
+      "recall": 0.949
+    },
+    "evaluation_time": 9.25,
+    "manhattan": {
+      "accuracy": 0.9988712871287129,
+      "accuracy_threshold": 8.818326950073242,
+      "ap": 0.9805268070045203,
+      "f1": 0.9438423645320196,
+      "f1_threshold": 8.868627548217773,
+      "precision": 0.9300970873786408,
+      "recall": 0.958
+    },
+    "max": {
+      "accuracy": 0.9989009900990099,
+      "ap": 0.9807262461169006,
+      "f1": 0.9447486311597809
+    }
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/StackExchangeClustering.json b/results/voyage-lite-02-instruct/StackExchangeClustering.json
new file mode 100644
index 0000000000000000000000000000000000000000..9327f5aceeec13b6a862d655946a17e61cdb073e
--- /dev/null
+++ b/results/voyage-lite-02-instruct/StackExchangeClustering.json
@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "6cbc1f7b2bc0622f2e39d2c77fa502909748c259",
+  "mteb_dataset_name": "StackExchangeClustering",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "evaluation_time": 355.96,
+    "v_measure": 0.707073826568888,
+    "v_measure_std": 0.04226943998003218
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/StackExchangeClusteringP2P.json b/results/voyage-lite-02-instruct/StackExchangeClusteringP2P.json
new file mode 100644
index 0000000000000000000000000000000000000000..49573144f111db9324ad0d6c480cba50447e4a9b
--- /dev/null
+++ b/results/voyage-lite-02-instruct/StackExchangeClusteringP2P.json
@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "815ca46b2622cec33ccafc3735d572c266efdb44",
+  "mteb_dataset_name": "StackExchangeClusteringP2P",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "evaluation_time": 660.52,
+    "v_measure": 0.40341975883713593,
+    "v_measure_std": 0.014153693265432702
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/StackOverflowDupQuestions.json b/results/voyage-lite-02-instruct/StackOverflowDupQuestions.json
new file mode 100644
index 0000000000000000000000000000000000000000..b8c7f52af0d6c7d4cb5ae05991f4ec7ac69d16a9
--- /dev/null
+++ b/results/voyage-lite-02-instruct/StackOverflowDupQuestions.json
@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "e185fbe320c72810689fc5848eb6114e1ef5ec69",
+  "mteb_dataset_name": "StackOverflowDupQuestions",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "evaluation_time": 53.31,
+    "map": 0.5356278480332788,
+    "mrr": 0.5440132681860623
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/SummEval.json b/results/voyage-lite-02-instruct/SummEval.json
new file mode 100644
index 0000000000000000000000000000000000000000..48ed51fda972be6fb83bd52da563624fc0807c39
--- /dev/null
+++ b/results/voyage-lite-02-instruct/SummEval.json
@@ -0,0 +1,16 @@
+{
+  "dataset_revision": "cda12ad7615edc362dbf25a00fdd61d3b1eaf93c",
+  "mteb_dataset_name": "SummEval",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "cos_sim": {
+      "pearson": 0.3194321257657364,
+      "spearman": 0.31005269374282574
+    },
+    "dot": {
+      "pearson": 0.3194320792765685,
+      "spearman": 0.31005269374282574
+    },
+    "evaluation_time": 7.49
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/TRECCOVID.json b/results/voyage-lite-02-instruct/TRECCOVID.json
new file mode 100644
index 0000000000000000000000000000000000000000..064fbd95684cce934a7cb757c19eff294612bd15
--- /dev/null
+++ b/results/voyage-lite-02-instruct/TRECCOVID.json
@@ -0,0 +1,38 @@
+{
+  "dataset_revision": null,
+  "mteb_dataset_name": "TRECCOVID",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "evaluation_time": 224.85,
+    "map_at_1": 0.00241,
+    "map_at_10": 0.01995,
+    "map_at_100": 0.11379,
+    "map_at_1000": 0.28425,
+    "map_at_3": 0.00691,
+    "map_at_5": 0.01093,
+    "mrr_at_1": 0.94,
+    "mrr_at_10": 0.96,
+    "mrr_at_100": 0.96182,
+    "mrr_at_1000": 0.96182,
+    "mrr_at_3": 0.96,
+    "mrr_at_5": 0.96,
+    "ndcg_at_1": 0.91,
+    "ndcg_at_10": 0.81018,
+    "ndcg_at_100": 0.60538,
+    "ndcg_at_1000": 0.54663,
+    "ndcg_at_3": 0.87542,
+    "ndcg_at_5": 0.84532,
+    "precision_at_1": 0.94,
+    "precision_at_10": 0.83,
+    "precision_at_100": 0.6104,
+    "precision_at_1000": 0.2395,
+    "precision_at_3": 0.88667,
+    "precision_at_5": 0.864,
+    "recall_at_1": 0.00241,
+    "recall_at_10": 0.02156,
+    "recall_at_100": 0.14576,
+    "recall_at_1000": 0.51433,
+    "recall_at_3": 0.00707,
+    "recall_at_5": 0.01141
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/Touche2020.json b/results/voyage-lite-02-instruct/Touche2020.json
new file mode 100644
index 0000000000000000000000000000000000000000..90e67ea2840224f38e66cd864fe7f9af0cd7e2eb
--- /dev/null
+++ b/results/voyage-lite-02-instruct/Touche2020.json
@@ -0,0 +1,38 @@
+{
+  "dataset_revision": null,
+  "mteb_dataset_name": "Touche2020",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "evaluation_time": 642.59,
+    "map_at_1": 0.02725,
+    "map_at_10": 0.11911,
+    "map_at_100": 0.18317,
+    "map_at_1000": 0.20113,
+    "map_at_3": 0.06088,
+    "map_at_5": 0.08508,
+    "mrr_at_1": 0.32653,
+    "mrr_at_10": 0.46312,
+    "mrr_at_100": 0.47408,
+    "mrr_at_1000": 0.47416,
+    "mrr_at_3": 0.41156,
+    "mrr_at_5": 0.44422,
+    "ndcg_at_1": 0.30612,
+    "ndcg_at_10": 0.26796,
+    "ndcg_at_100": 0.40161,
+    "ndcg_at_1000": 0.51917,
+    "ndcg_at_3": 0.28288,
+    "ndcg_at_5": 0.27864,
+    "precision_at_1": 0.32653,
+    "precision_at_10": 0.23061,
+    "precision_at_100": 0.07939,
+    "precision_at_1000": 0.01571,
+    "precision_at_3": 0.28571,
+    "precision_at_5": 0.27347,
+    "recall_at_1": 0.02725,
+    "recall_at_10": 0.18536,
+    "recall_at_100": 0.49953,
+    "recall_at_1000": 0.86,
+    "recall_at_3": 0.06994,
+    "recall_at_5": 0.11409
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/ToxicConversationsClassification.json b/results/voyage-lite-02-instruct/ToxicConversationsClassification.json
new file mode 100644
index 0000000000000000000000000000000000000000..288c3e7252686f0ed1d3c3f4387066d01261cf32
--- /dev/null
+++ b/results/voyage-lite-02-instruct/ToxicConversationsClassification.json
@@ -0,0 +1,15 @@
+{
+  "dataset_revision": "d7c0de2777da35d6aae2200a62c6e0e5af397c4c",
+  "mteb_dataset_name": "ToxicConversationsClassification",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "accuracy": 0.817502,
+    "accuracy_stderr": 0.030467085781216412,
+    "ap": 0.23839591199829138,
+    "ap_stderr": 0.01677138601794961,
+    "evaluation_time": 141.9,
+    "f1": 0.6521097779748859,
+    "f1_stderr": 0.024353240115657444,
+    "main_score": 0.817502
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/TweetSentimentExtractionClassification.json b/results/voyage-lite-02-instruct/TweetSentimentExtractionClassification.json
new file mode 100644
index 0000000000000000000000000000000000000000..1f9c99eeb75f6ee04a68b4d4f55c958112c2901f
--- /dev/null
+++ b/results/voyage-lite-02-instruct/TweetSentimentExtractionClassification.json
@@ -0,0 +1,13 @@
+{
+  "dataset_revision": "d604517c81ca91fe16a244d1248fc021f9ecee7a",
+  "mteb_dataset_name": "TweetSentimentExtractionClassification",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "accuracy": 0.6297679683078664,
+    "accuracy_stderr": 0.017778340657183703,
+    "evaluation_time": 19.57,
+    "f1": 0.6225104590250256,
+    "f1_stderr": 0.021732550166948954,
+    "main_score": 0.6297679683078664
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/TwentyNewsgroupsClustering.json b/results/voyage-lite-02-instruct/TwentyNewsgroupsClustering.json
new file mode 100644
index 0000000000000000000000000000000000000000..a32d80d1d83d7f86d3f11e263f6131e709ac1541
--- /dev/null
+++ b/results/voyage-lite-02-instruct/TwentyNewsgroupsClustering.json
@@ -0,0 +1,10 @@
+{
+  "dataset_revision": "6125ec4e24fa026cec8a478383ee943acfbd5449",
+  "mteb_dataset_name": "TwentyNewsgroupsClustering",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "evaluation_time": 206.35,
+    "v_measure": 0.5956136996857737,
+    "v_measure_std": 0.008694082717514788
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/TwitterSemEval2015.json b/results/voyage-lite-02-instruct/TwitterSemEval2015.json
new file mode 100644
index 0000000000000000000000000000000000000000..956646411e26117e2134d6dd2c9892150e9677cd
--- /dev/null
+++ b/results/voyage-lite-02-instruct/TwitterSemEval2015.json
@@ -0,0 +1,49 @@
+{
+  "dataset_revision": "70970daeab8776df92f5ea462b6173c0b46fd2d1",
+  "mteb_dataset_name": "TwitterSemEval2015",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "cos_sim": {
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+      "accuracy_threshold": 0.8941339254379272,
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+      "f1_threshold": 0.8810783624649048,
+      "precision": 0.6765616933402169,
+      "recall": 0.6915567282321899
+    },
+    "dot": {
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+      "ap": 0.7443783933962338,
+      "f1": 0.6839770354906055,
+      "f1_threshold": 0.8810782432556152,
+      "precision": 0.6765616933402169,
+      "recall": 0.6915567282321899
+    },
+    "euclidean": {
+      "accuracy": 0.8620134708231507,
+      "accuracy_threshold": 0.4601435661315918,
+      "ap": 0.7443782963145282,
+      "f1": 0.6839770354906055,
+      "f1_threshold": 0.48769187927246094,
+      "precision": 0.6765616933402169,
+      "recall": 0.6915567282321899
+    },
+    "evaluation_time": 43.95,
+    "manhattan": {
+      "accuracy": 0.8611193896405793,
+      "accuracy_threshold": 14.424667358398438,
+      "ap": 0.7441835176708294,
+      "f1": 0.6824844720496895,
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+      "precision": 0.6448356807511737,
+      "recall": 0.724802110817942
+    },
+    "max": {
+      "accuracy": 0.8620134708231507,
+      "ap": 0.7443783933962338,
+      "f1": 0.6839770354906055
+    }
+  }
+}
\ No newline at end of file
diff --git a/results/voyage-lite-02-instruct/TwitterURLCorpus.json b/results/voyage-lite-02-instruct/TwitterURLCorpus.json
new file mode 100644
index 0000000000000000000000000000000000000000..594122664bc355efff2e0819cce3434cd7becae7
--- /dev/null
+++ b/results/voyage-lite-02-instruct/TwitterURLCorpus.json
@@ -0,0 +1,49 @@
+{
+  "dataset_revision": "8b6510b0b1fa4e4c4f879467980e9be563ec1cdf",
+  "mteb_dataset_name": "TwitterURLCorpus",
+  "mteb_version": "1.1.1.dev0",
+  "test": {
+    "cos_sim": {
+      "accuracy": 0.8995614545736795,
+      "accuracy_threshold": 0.9422010183334351,
+      "ap": 0.8810644900268643,
+      "f1": 0.8030247412084281,
+      "f1_threshold": 0.9352794885635376,
+      "precision": 0.7673635470745054,
+      "recall": 0.8421619956883277
+    },
+    "dot": {
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+      "accuracy_threshold": 0.9422010183334351,
+      "ap": 0.881064507334401,
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+      "f1_threshold": 0.9352794289588928,
+      "precision": 0.7673635470745054,
+      "recall": 0.8421619956883277
+    },
+    "euclidean": {
+      "accuracy": 0.8995614545736795,
+      "accuracy_threshold": 0.33999696373939514,
+      "ap": 0.8810645569005136,
+      "f1": 0.8030247412084281,
+      "f1_threshold": 0.3597792088985443,
+      "precision": 0.7673635470745054,
+      "recall": 0.8421619956883277
+    },
+    "evaluation_time": 41.93,
+    "manhattan": {
+      "accuracy": 0.8995614545736795,
+      "accuracy_threshold": 8.79195499420166,
+      "ap": 0.8808485935554584,
+      "f1": 0.8026209825023795,
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+      "precision": 0.7650383810188416,
+      "recall": 0.8440868493994457
+    },
+    "max": {
+      "accuracy": 0.8995614545736795,
+      "ap": 0.8810645569005136,
+      "f1": 0.8030247412084281
+    }
+  }
+}
\ No newline at end of file