Upload folder using huggingface_hub

temperature=0.0/Llama-2-13b-chat-hf.json

@@ -0,0 +1,27 @@
+{
+    "path": "meta-llama/Llama-2-13b-chat-hf",
+    "brainstorm": 0.167779632721202,
+    "open_qa": 0.5245098039215687,
+    "closed_qa": 0.21782178217821785,
+    "extract": 0.19801980198019803,
+    "generation": 0.15916666666666668,
+    "rewrite": 0.14214285714285715,
+    "summarize": 0.19801980198019803,
+    "classify": 0.2736318407960199,
+    "reasoning_over_numerical_data": 0.11495327102803739,
+    "multi-document_synthesis": 0.09050772626931568,
+    "fact_checking_or_attributed_qa": 0.4199134199134199,
+    "average": 0.22786060041797282,
+    "brainstorm_rank": 15,
+    "open_qa_rank": 24,
+    "closed_qa_rank": 3,
+    "extract_rank": 1,
+    "generation_rank": 11,
+    "rewrite_rank": 13,
+    "summarize_rank": 6,
+    "classify_rank": 13,
+    "reasoning_over_numerical_data_rank": 9,
+    "multi-document_synthesis_rank": 16,
+    "fact_checking_or_attributed_qa_rank": 9,
+    "average_rank": 13
+}

temperature=0.0/Llama-2-70b-chat-hf.json

@@ -0,0 +1,27 @@
+{
+    "path": "meta-llama/Llama-2-70b-chat-hf",
+    "brainstorm": 0.22287145242070117,
+    "open_qa": 0.6127450980392156,
+    "closed_qa": 0.2995049504950495,
+    "extract": 0.2599009900990099,
+    "generation": 0.19166666666666665,
+    "rewrite": 0.17071428571428574,
+    "summarize": 0.21782178217821782,
+    "classify": 0.34328358208955223,
+    "reasoning_over_numerical_data": 0.19065420560747662,
+    "multi-document_synthesis": 0.13245033112582782,
+    "fact_checking_or_attributed_qa": 0.4848484848484848,
+    "average": 0.28422380266222613,
+    "brainstorm_rank": 12,
+    "open_qa_rank": 12,
+    "closed_qa_rank": 3,
+    "extract_rank": 1,
+    "generation_rank": 11,
+    "rewrite_rank": 11,
+    "summarize_rank": 6,
+    "classify_rank": 9,
+    "reasoning_over_numerical_data_rank": 9,
+    "multi-document_synthesis_rank": 13,
+    "fact_checking_or_attributed_qa_rank": 5,
+    "average_rank": 10
+}

temperature=0.0/Llama-2-7b-chat-hf.json

@@ -0,0 +1,27 @@
+{
+    "path": "meta-llama/Llama-2-7b-chat-hf",
+    "brainstorm": 0.1636060100166945,
+    "open_qa": 0.41666666666666663,
+    "closed_qa": 0.21287128712871287,
+    "extract": 0.12871287128712872,
+    "generation": 0.13333333333333333,
+    "rewrite": 0.12857142857142856,
+    "summarize": 0.09653465346534654,
+    "classify": 0.19154228855721395,
+    "reasoning_over_numerical_data": 0.07289719626168224,
+    "multi-document_synthesis": 0.07505518763796909,
+    "fact_checking_or_attributed_qa": 0.3354978354978355,
+    "average": 0.177753523493092,
+    "brainstorm_rank": 15,
+    "open_qa_rank": 27,
+    "closed_qa_rank": 3,
+    "extract_rank": 1,
+    "generation_rank": 16,
+    "rewrite_rank": 13,
+    "summarize_rank": 15,
+    "classify_rank": 20,
+    "reasoning_over_numerical_data_rank": 15,
+    "multi-document_synthesis_rank": 16,
+    "fact_checking_or_attributed_qa_rank": 21,
+    "average_rank": 17
+}

temperature=0.0/Llama-3.1-70B-Instruct.json

@@ -0,0 +1,27 @@
+{
+    "path": "meta-llama/Llama-3.1-70B-Instruct",
+    "brainstorm": 0.48580968280467446,
+    "open_qa": 0.8431372549019608,
+    "closed_qa": 0.551980198019802,
+    "extract": 0.45049504950495045,
+    "generation": 0.45499999999999996,
+    "rewrite": 0.4464285714285714,
+    "summarize": 0.43316831683168316,
+    "classify": 0.5447761194029851,
+    "reasoning_over_numerical_data": 0.502803738317757,
+    "multi-document_synthesis": 0.4977924944812362,
+    "fact_checking_or_attributed_qa": 0.5714285714285714,
+    "average": 0.5257109088292902,
+    "brainstorm_rank": 4,
+    "open_qa_rank": 1,
+    "closed_qa_rank": 1,
+    "extract_rank": 1,
+    "generation_rank": 2,
+    "rewrite_rank": 2,
+    "summarize_rank": 2,
+    "classify_rank": 1,
+    "reasoning_over_numerical_data_rank": 1,
+    "multi-document_synthesis_rank": 4,
+    "fact_checking_or_attributed_qa_rank": 1,
+    "average_rank": 1
+}

temperature=0.0/Llama-3.1-8B-Instruct.json

@@ -0,0 +1,27 @@
+{
+    "path": "meta-llama/Llama-3.1-8B-Instruct",
+    "brainstorm": 0.4666110183639399,
+    "open_qa": 0.7941176470588235,
+    "closed_qa": 0.40594059405940597,
+    "extract": 0.32425742574257427,
+    "generation": 0.36333333333333334,
+    "rewrite": 0.3671428571428571,
+    "summarize": 0.32920792079207917,
+    "classify": 0.43034825870646765,
+    "reasoning_over_numerical_data": 0.29906542056074764,
+    "multi-document_synthesis": 0.3576158940397351,
+    "fact_checking_or_attributed_qa": 0.39285714285714285,
+    "average": 0.41186341024155515,
+    "brainstorm_rank": 7,
+    "open_qa_rank": 3,
+    "closed_qa_rank": 1,
+    "extract_rank": 1,
+    "generation_rank": 6,
+    "rewrite_rank": 5,
+    "summarize_rank": 6,
+    "classify_rank": 1,
+    "reasoning_over_numerical_data_rank": 9,
+    "multi-document_synthesis_rank": 7,
+    "fact_checking_or_attributed_qa_rank": 15,
+    "average_rank": 6
+}

temperature=0.0/Mistral-7B-Instruct-v0.3.json

@@ -0,0 +1,27 @@
+{
+    "path": "mistralai/Mistral-7B-Instruct-v0.3",
+    "brainstorm": 0.2412353923205342,
+    "open_qa": 0.6078431372549019,
+    "closed_qa": 0.21287128712871287,
+    "extract": 0.1410891089108911,
+    "generation": 0.19083333333333333,
+    "rewrite": 0.185,
+    "summarize": 0.1683168316831683,
+    "classify": 0.27114427860696516,
+    "reasoning_over_numerical_data": 0.17289719626168226,
+    "multi-document_synthesis": 0.25496688741721857,
+    "fact_checking_or_attributed_qa": 0.4653679653679654,
+    "average": 0.2646877652986702,
+    "brainstorm_rank": 10,
+    "open_qa_rank": 12,
+    "closed_qa_rank": 3,
+    "extract_rank": 1,
+    "generation_rank": 11,
+    "rewrite_rank": 11,
+    "summarize_rank": 6,
+    "classify_rank": 14,
+    "reasoning_over_numerical_data_rank": 9,
+    "multi-document_synthesis_rank": 8,
+    "fact_checking_or_attributed_qa_rank": 9,
+    "average_rank": 11
+}

temperature=0.0/Mistral-Large-Instruct-2407.json

@@ -0,0 +1,27 @@
+{
+    "path": "mistralai/Mistral-Large-Instruct-2407",
+    "brainstorm": 0.5450751252086812,
+    "open_qa": 0.5882352941176471,
+    "closed_qa": 0.35148514851485146,
+    "extract": 0.39603960396039606,
+    "generation": 0.5141666666666667,
+    "rewrite": 0.505,
+    "summarize": 0.452970297029703,
+    "classify": 0.44527363184079605,
+    "reasoning_over_numerical_data": 0.48504672897196266,
+    "multi-document_synthesis": 0.5905077262693157,
+    "fact_checking_or_attributed_qa": 0.2597402597402597,
+    "average": 0.46668549839275264,
+    "brainstorm_rank": 1,
+    "open_qa_rank": 24,
+    "closed_qa_rank": 3,
+    "extract_rank": 1,
+    "generation_rank": 1,
+    "rewrite_rank": 1,
+    "summarize_rank": 1,
+    "classify_rank": 1,
+    "reasoning_over_numerical_data_rank": 1,
+    "multi-document_synthesis_rank": 1,
+    "fact_checking_or_attributed_qa_rank": 23,
+    "average_rank": 1
+}

temperature=0.0/Mistral-Small-Instruct-2409.json

@@ -0,0 +1,27 @@
+{
+    "path": "mistralai/Mistral-Small-Instruct-2409",
+    "brainstorm": 0.4699499165275459,
+    "open_qa": 0.6764705882352942,
+    "closed_qa": 0.3217821782178218,
+    "extract": 0.36386138613861385,
+    "generation": 0.4241666666666667,
+    "rewrite": 0.4492857142857143,
+    "summarize": 0.400990099009901,
+    "classify": 0.39303482587064675,
+    "reasoning_over_numerical_data": 0.397196261682243,
+    "multi-document_synthesis": 0.5474613686534217,
+    "fact_checking_or_attributed_qa": 0.25757575757575757,
+    "average": 0.4274340693512388,
+    "brainstorm_rank": 5,
+    "open_qa_rank": 12,
+    "closed_qa_rank": 3,
+    "extract_rank": 1,
+    "generation_rank": 5,
+    "rewrite_rank": 2,
+    "summarize_rank": 2,
+    "classify_rank": 8,
+    "reasoning_over_numerical_data_rank": 1,
+    "multi-document_synthesis_rank": 3,
+    "fact_checking_or_attributed_qa_rank": 23,
+    "average_rank": 5
+}

temperature=0.0/OLMo-7B-0724-Instruct-hf.json

@@ -0,0 +1,27 @@
+{
+    "path": "allenai/OLMo-7B-SFT",
+    "brainstorm": 0.08931552587646077,
+    "open_qa": 0.3627450980392157,
+    "closed_qa": 0.05693069306930693,
+    "extract": 0.05198019801980198,
+    "generation": 0.059166666666666666,
+    "rewrite": 0.051428571428571435,
+    "summarize": 0.05693069306930693,
+    "classify": 0.07960199004975124,
+    "reasoning_over_numerical_data": 0.04953271028037383,
+    "multi-document_synthesis": 0.0728476821192053,
+    "fact_checking_or_attributed_qa": 0.22727272727272727,
+    "average": 0.10525023235376256,
+    "brainstorm_rank": 17,
+    "open_qa_rank": 27,
+    "closed_qa_rank": 3,
+    "extract_rank": 1,
+    "generation_rank": 20,
+    "rewrite_rank": 20,
+    "summarize_rank": 15,
+    "classify_rank": 20,
+    "reasoning_over_numerical_data_rank": 15,
+    "multi-document_synthesis_rank": 16,
+    "fact_checking_or_attributed_qa_rank": 26,
+    "average_rank": 25
+}

temperature=0.0/OLMo-7B-SFT-hf.json

@@ -0,0 +1,27 @@
+{
+    "path": "allenai/OLMo-7B-SFT",
+    "brainstorm": 0.011686143572621035,
+    "open_qa": 0.8039215686274509,
+    "closed_qa": 0.13366336633663367,
+    "extract": 0.06930693069306931,
+    "generation": 0.06666666666666667,
+    "rewrite": 0.04357142857142857,
+    "summarize": 0.01485148514851485,
+    "classify": 0.22388059701492535,
+    "reasoning_over_numerical_data": 0.04672897196261682,
+    "multi-document_synthesis": 0.024282560706401765,
+    "fact_checking_or_attributed_qa": 0.5,
+    "average": 0.17623270175457534,
+    "brainstorm_rank": 21,
+    "open_qa_rank": 3,
+    "closed_qa_rank": 3,
+    "extract_rank": 1,
+    "generation_rank": 20,
+    "rewrite_rank": 23,
+    "summarize_rank": 15,
+    "classify_rank": 14,
+    "reasoning_over_numerical_data_rank": 15,
+    "multi-document_synthesis_rank": 22,
+    "fact_checking_or_attributed_qa_rank": 5,
+    "average_rank": 19
+}

temperature=0.0/Phi-3-medium-4k-instruct.json

@@ -0,0 +1,27 @@
+{
+    "path": "microsoft/Phi-3-medium-4k-instruct",
+    "brainstorm": 0.27712854757929883,
+    "open_qa": 0.8137254901960784,
+    "closed_qa": 0.349009900990099,
+    "extract": 0.24257425742574257,
+    "generation": 0.2625,
+    "rewrite": 0.2807142857142857,
+    "summarize": 0.2400990099009901,
+    "classify": 0.4527363184079602,
+    "reasoning_over_numerical_data": 0.3719626168224299,
+    "multi-document_synthesis": 0.17218543046357615,
+    "fact_checking_or_attributed_qa": 0.6017316017316018,
+    "average": 0.3694879508392784,
+    "brainstorm_rank": 10,
+    "open_qa_rank": 3,
+    "closed_qa_rank": 3,
+    "extract_rank": 1,
+    "generation_rank": 9,
+    "rewrite_rank": 7,
+    "summarize_rank": 6,
+    "classify_rank": 1,
+    "reasoning_over_numerical_data_rank": 1,
+    "multi-document_synthesis_rank": 11,
+    "fact_checking_or_attributed_qa_rank": 1,
+    "average_rank": 7
+}

temperature=0.0/Qwen1.5-110B-Chat.json

@@ -0,0 +1,27 @@
+{
+    "path": "Qwen/Qwen1.5-110B-Chat",
+    "brainstorm": 0.4774624373956594,
+    "open_qa": 0.803921568627451,
+    "closed_qa": 0.31435643564356436,
+    "extract": 0.30445544554455445,
+    "generation": 0.4391666666666667,
+    "rewrite": 0.38999999999999996,
+    "summarize": 0.3712871287128713,
+    "classify": 0.4950248756218905,
+    "reasoning_over_numerical_data": 0.3878504672897196,
+    "multi-document_synthesis": 0.5165562913907285,
+    "fact_checking_or_attributed_qa": 0.39826839826839827,
+    "average": 0.4453045195601368,
+    "brainstorm_rank": 5,
+    "open_qa_rank": 3,
+    "closed_qa_rank": 3,
+    "extract_rank": 1,
+    "generation_rank": 2,
+    "rewrite_rank": 5,
+    "summarize_rank": 4,
+    "classify_rank": 1,
+    "reasoning_over_numerical_data_rank": 1,
+    "multi-document_synthesis_rank": 4,
+    "fact_checking_or_attributed_qa_rank": 15,
+    "average_rank": 1
+}

temperature=0.0/Qwen2-72B-Instruct.json

@@ -0,0 +1,27 @@
+{
+    "path": "Qwen/Qwen2-72B-Instruct",
+    "brainstorm": 0.42404006677796324,
+    "open_qa": 0.7156862745098039,
+    "closed_qa": 0.24752475247524752,
+    "extract": 0.32425742574257427,
+    "generation": 0.31666666666666665,
+    "rewrite": 0.2907142857142857,
+    "summarize": 0.1534653465346535,
+    "classify": 0.40049751243781095,
+    "reasoning_over_numerical_data": 0.3841121495327103,
+    "multi-document_synthesis": 0.26379690949227375,
+    "fact_checking_or_attributed_qa": 0.47186147186147187,
+    "average": 0.36296571470413286,
+    "brainstorm_rank": 7,
+    "open_qa_rank": 3,
+    "closed_qa_rank": 3,
+    "extract_rank": 1,
+    "generation_rank": 8,
+    "rewrite_rank": 7,
+    "summarize_rank": 6,
+    "classify_rank": 1,
+    "reasoning_over_numerical_data_rank": 1,
+    "multi-document_synthesis_rank": 8,
+    "fact_checking_or_attributed_qa_rank": 9,
+    "average_rank": 8
+}

temperature=0.0/Qwen2.5-72B-Instruct.json

@@ -0,0 +1,27 @@
+{
+    "path": "Qwen/Qwen2.5-72B-Instruct",
+    "brainstorm": 0.5141903171953255,
+    "open_qa": 0.7156862745098039,
+    "closed_qa": 0.30198019801980197,
+    "extract": 0.4084158415841584,
+    "generation": 0.4766666666666666,
+    "rewrite": 0.45999999999999996,
+    "summarize": 0.36386138613861385,
+    "classify": 0.4353233830845771,
+    "reasoning_over_numerical_data": 0.45607476635514016,
+    "multi-document_synthesis": 0.5750551876379691,
+    "fact_checking_or_attributed_qa": 0.23376623376623376,
+    "average": 0.4491836595416627,
+    "brainstorm_rank": 2,
+    "open_qa_rank": 12,
+    "closed_qa_rank": 3,
+    "extract_rank": 1,
+    "generation_rank": 2,
+    "rewrite_rank": 2,
+    "summarize_rank": 4,
+    "classify_rank": 1,
+    "reasoning_over_numerical_data_rank": 1,
+    "multi-document_synthesis_rank": 1,
+    "fact_checking_or_attributed_qa_rank": 26,
+    "average_rank": 1
+}

temperature=0.0/WizardLM-13B-V1.2.json

@@ -0,0 +1,27 @@
+{
+    "path": "WizardLMTeam/WizardLM-13B-V1.2",
+    "brainstorm": 0.1686143572621035,
+    "open_qa": 0.6323529411764706,
+    "closed_qa": 0.22772277227722773,
+    "extract": 0.17079207920792078,
+    "generation": 0.15833333333333333,
+    "rewrite": 0.14714285714285713,
+    "summarize": 0.07673267326732673,
+    "classify": 0.3358208955223881,
+    "reasoning_over_numerical_data": 0.09719626168224299,
+    "multi-document_synthesis": 0.11258278145695365,
+    "fact_checking_or_attributed_qa": 0.4393939393939394,
+    "average": 0.23333499015661488,
+    "brainstorm_rank": 12,
+    "open_qa_rank": 12,
+    "closed_qa_rank": 3,
+    "extract_rank": 1,
+    "generation_rank": 11,
+    "rewrite_rank": 13,
+    "summarize_rank": 15,
+    "classify_rank": 9,
+    "reasoning_over_numerical_data_rank": 15,
+    "multi-document_synthesis_rank": 13,
+    "fact_checking_or_attributed_qa_rank": 9,
+    "average_rank": 13
+}

temperature=0.0/Yi-1.5-34B-Chat.json

@@ -0,0 +1,27 @@
+{
+    "path": "01-ai/Yi-1.5-34B-Chat",
+    "brainstorm": 0.496661101836394,
+    "open_qa": 0.7156862745098039,
+    "closed_qa": 0.2524752475247525,
+    "extract": 0.2698019801980198,
+    "generation": 0.3616666666666667,
+    "rewrite": 0.30071428571428577,
+    "summarize": 0.21534653465346534,
+    "classify": 0.3582089552238806,
+    "reasoning_over_numerical_data": 0.3177570093457944,
+    "multi-document_synthesis": 0.4105960264900662,
+    "fact_checking_or_attributed_qa": 0.2878787878787879,
+    "average": 0.3624357154583561,
+    "brainstorm_rank": 2,
+    "open_qa_rank": 12,
+    "closed_qa_rank": 3,
+    "extract_rank": 1,
+    "generation_rank": 6,
+    "rewrite_rank": 7,
+    "summarize_rank": 6,
+    "classify_rank": 9,
+    "reasoning_over_numerical_data_rank": 1,
+    "multi-document_synthesis_rank": 6,
+    "fact_checking_or_attributed_qa_rank": 23,
+    "average_rank": 9
+}

temperature=0.0/dolly-v2-12b.json

@@ -0,0 +1,27 @@
+{
+    "path": "databricks/dolly-v2-7b",
+    "brainstorm": 0.00333889816360601,
+    "open_qa": 0.7549019607843137,
+    "closed_qa": 0.12376237623762376,
+    "extract": 0.07425742574257425,
+    "generation": 0.028333333333333332,
+    "rewrite": 0.02,
+    "summarize": 0.0,
+    "classify": 0.06716417910447761,
+    "reasoning_over_numerical_data": 0.03271028037383177,
+    "multi-document_synthesis": 0.008830022075055188,
+    "fact_checking_or_attributed_qa": 0.3961038961038961,
+    "average": 0.1372183974471556,
+    "brainstorm_rank": 24,
+    "open_qa_rank": 3,
+    "closed_qa_rank": 3,
+    "extract_rank": 1,
+    "generation_rank": 26,
+    "rewrite_rank": 27,
+    "summarize_rank": 15,
+    "classify_rank": 20,
+    "reasoning_over_numerical_data_rank": 15,
+    "multi-document_synthesis_rank": 24,
+    "fact_checking_or_attributed_qa_rank": 15,
+    "average_rank": 25
+}

temperature=0.0/dolly-v2-7b.json

@@ -0,0 +1,27 @@
+{
+    "path": "databricks/dolly-v2-12b",
+    "brainstorm": 0.001669449081803005,
+    "open_qa": 0.7058823529411765,
+    "closed_qa": 0.09405940594059406,
+    "extract": 0.04950495049504951,
+    "generation": 0.02,
+    "rewrite": 0.012857142857142857,
+    "summarize": 0.0,
+    "classify": 0.06218905472636816,
+    "reasoning_over_numerical_data": 0.03644859813084112,
+    "multi-document_synthesis": 0.002207505518763797,
+    "fact_checking_or_attributed_qa": 0.4199134199134199,
+    "average": 0.12770289814592353,
+    "brainstorm_rank": 24,
+    "open_qa_rank": 12,
+    "closed_qa_rank": 3,
+    "extract_rank": 1,
+    "generation_rank": 28,
+    "rewrite_rank": 27,
+    "summarize_rank": 15,
+    "classify_rank": 20,
+    "reasoning_over_numerical_data_rank": 15,
+    "multi-document_synthesis_rank": 29,
+    "fact_checking_or_attributed_qa_rank": 15,
+    "average_rank": 25
+}

temperature=0.0/gpt4all-13b-snoozy.json

@@ -0,0 +1,27 @@
+{
+    "path": "nomic-ai/gpt4all-13b-snoozy",
+    "brainstorm": 0.00667779632721202,
+    "open_qa": 0.9019607843137255,
+    "closed_qa": 0.037128712871287134,
+    "extract": 0.06188118811881188,
+    "generation": 0.06416666666666668,
+    "rewrite": 0.05714285714285714,
+    "summarize": 0.009900990099009901,
+    "classify": 0.11691542288557213,
+    "reasoning_over_numerical_data": 0.0514018691588785,
+    "multi-document_synthesis": 0.013245033112582781,
+    "fact_checking_or_attributed_qa": 0.3593073593073593,
+    "average": 0.15270260727308752,
+    "brainstorm_rank": 24,
+    "open_qa_rank": 1,
+    "closed_qa_rank": 3,
+    "extract_rank": 1,
+    "generation_rank": 20,
+    "rewrite_rank": 20,
+    "summarize_rank": 15,
+    "classify_rank": 20,
+    "reasoning_over_numerical_data_rank": 15,
+    "multi-document_synthesis_rank": 24,
+    "fact_checking_or_attributed_qa_rank": 21,
+    "average_rank": 22
+}

temperature=0.0/koala-13B-HF.json

@@ -0,0 +1,27 @@
+{
+    "path": "TheBloke/koala-13B-HF",
+    "brainstorm": 0.01001669449081803,
+    "open_qa": 0.7009803921568627,
+    "closed_qa": 0.15841584158415842,
+    "extract": 0.08415841584158415,
+    "generation": 0.043333333333333335,
+    "rewrite": 0.05,
+    "summarize": 0.009900990099009901,
+    "classify": 0.16417910447761194,
+    "reasoning_over_numerical_data": 0.052336448598130844,
+    "multi-document_synthesis": 0.02207505518763797,
+    "fact_checking_or_attributed_qa": 0.39826839826839827,
+    "average": 0.15396951582159504,
+    "brainstorm_rank": 21,
+    "open_qa_rank": 12,
+    "closed_qa_rank": 3,
+    "extract_rank": 1,
+    "generation_rank": 24,
+    "rewrite_rank": 23,
+    "summarize_rank": 15,
+    "classify_rank": 20,
+    "reasoning_over_numerical_data_rank": 15,
+    "multi-document_synthesis_rank": 22,
+    "fact_checking_or_attributed_qa_rank": 15,
+    "average_rank": 22
+}

temperature=0.0/koala-7B-HF.json

@@ -0,0 +1,27 @@
+{
+    "path": "TheBloke/koala-7B-HF",
+    "brainstorm": 0.004173622704507512,
+    "open_qa": 0.6568627450980392,
+    "closed_qa": 0.08168316831683169,
+    "extract": 0.07920792079207921,
+    "generation": 0.03333333333333333,
+    "rewrite": 0.03357142857142857,
+    "summarize": 0.0,
+    "classify": 0.09701492537313432,
+    "reasoning_over_numerical_data": 0.030841121495327105,
+    "multi-document_synthesis": 0.013245033112582781,
+    "fact_checking_or_attributed_qa": 0.3874458874458874,
+    "average": 0.12885265329483195,
+    "brainstorm_rank": 24,
+    "open_qa_rank": 12,
+    "closed_qa_rank": 3,
+    "extract_rank": 1,
+    "generation_rank": 26,
+    "rewrite_rank": 26,
+    "summarize_rank": 15,
+    "classify_rank": 20,
+    "reasoning_over_numerical_data_rank": 15,
+    "multi-document_synthesis_rank": 24,
+    "fact_checking_or_attributed_qa_rank": 15,
+    "average_rank": 25
+}

temperature=0.0/mpt-7b-chat.json

@@ -0,0 +1,27 @@
+{
+    "path": "mosaicml/mpt-7b-chat",
+    "brainstorm": 0.005008347245409015,
+    "open_qa": 0.7303921568627451,
+    "closed_qa": 0.12128712871287128,
+    "extract": 0.037128712871287134,
+    "generation": 0.05,
+    "rewrite": 0.03857142857142857,
+    "summarize": 0.01485148514851485,
+    "classify": 0.21144278606965172,
+    "reasoning_over_numerical_data": 0.041121495327102804,
+    "multi-document_synthesis": 0.013245033112582781,
+    "fact_checking_or_attributed_qa": 0.474025974025974,
+    "average": 0.15791586799523338,
+    "brainstorm_rank": 24,
+    "open_qa_rank": 3,
+    "closed_qa_rank": 3,
+    "extract_rank": 1,
+    "generation_rank": 24,
+    "rewrite_rank": 23,
+    "summarize_rank": 15,
+    "classify_rank": 14,
+    "reasoning_over_numerical_data_rank": 15,
+    "multi-document_synthesis_rank": 24,
+    "fact_checking_or_attributed_qa_rank": 9,
+    "average_rank": 22
+}

temperature=0.0/oasst-sft-1-pythia-12b.json

@@ -0,0 +1,27 @@
+{
+    "path": "OpenAssistant/oasst-sft-1-pythia-12b",
+    "brainstorm": 0.001669449081803005,
+    "open_qa": 0.6225490196078431,
+    "closed_qa": 0.019801980198019802,
+    "extract": 0.01485148514851485,
+    "generation": 0.016666666666666666,
+    "rewrite": 0.005714285714285714,
+    "summarize": 0.0,
+    "classify": 0.03233830845771144,
+    "reasoning_over_numerical_data": 0.024299065420560748,
+    "multi-document_synthesis": 0.008830022075055188,
+    "fact_checking_or_attributed_qa": 0.23160173160173161,
+    "average": 0.08893836490656293,
+    "brainstorm_rank": 24,
+    "open_qa_rank": 12,
+    "closed_qa_rank": 3,
+    "extract_rank": 1,
+    "generation_rank": 28,
+    "rewrite_rank": 27,
+    "summarize_rank": 15,
+    "classify_rank": 20,
+    "reasoning_over_numerical_data_rank": 15,
+    "multi-document_synthesis_rank": 24,
+    "fact_checking_or_attributed_qa_rank": 26,
+    "average_rank": 29
+}

temperature=0.0/tulu-2-dpo-13b.json

@@ -0,0 +1,27 @@
+{
+    "path": "allenai/OLMo-7B-SFT",
+    "brainstorm": 0.09348914858096827,
+    "open_qa": 0.6862745098039216,
+    "closed_qa": 0.1782178217821782,
+    "extract": 0.13613861386138615,
+    "generation": 0.13333333333333333,
+    "rewrite": 0.15571428571428572,
+    "summarize": 0.09158415841584158,
+    "classify": 0.24875621890547261,
+    "reasoning_over_numerical_data": 0.10934579439252336,
+    "multi-document_synthesis": 0.10154525386313466,
+    "fact_checking_or_attributed_qa": 0.5021645021645021,
+    "average": 0.22150578552886796,
+    "brainstorm_rank": 17,
+    "open_qa_rank": 12,
+    "closed_qa_rank": 3,
+    "extract_rank": 1,
+    "generation_rank": 16,
+    "rewrite_rank": 13,
+    "summarize_rank": 15,
+    "classify_rank": 14,
+    "reasoning_over_numerical_data_rank": 15,
+    "multi-document_synthesis_rank": 13,
+    "fact_checking_or_attributed_qa_rank": 5,
+    "average_rank": 13
+}

temperature=0.0/tulu-2-dpo-70b.json

@@ -0,0 +1,27 @@
+{
+    "path": "allenai/tulu-2-dpo-70b",
+    "brainstorm": 0.17529215358931555,
+    "open_qa": 0.6078431372549019,
+    "closed_qa": 0.26485148514851486,
+    "extract": 0.2103960396039604,
+    "generation": 0.22916666666666666,
+    "rewrite": 0.215,
+    "summarize": 0.1188118811881188,
+    "classify": 0.30845771144278605,
+    "reasoning_over_numerical_data": 0.23177570093457944,
+    "multi-document_synthesis": 0.18101545253863136,
+    "fact_checking_or_attributed_qa": 0.5562770562770563,
+    "average": 0.2817170258767756,
+    "brainstorm_rank": 12,
+    "open_qa_rank": 12,
+    "closed_qa_rank": 3,
+    "extract_rank": 1,
+    "generation_rank": 9,
+    "rewrite_rank": 10,
+    "summarize_rank": 14,
+    "classify_rank": 9,
+    "reasoning_over_numerical_data_rank": 9,
+    "multi-document_synthesis_rank": 11,
+    "fact_checking_or_attributed_qa_rank": 1,
+    "average_rank": 11
+}

temperature=0.0/tulu-2-dpo-7b.json

@@ -0,0 +1,27 @@
+{
+    "path": "allenai/tulu-2-dpo-13b",
+    "brainstorm": 0.049248747913188645,
+    "open_qa": 0.5588235294117647,
+    "closed_qa": 0.14603960396039603,
+    "extract": 0.09900990099009901,
+    "generation": 0.1,
+    "rewrite": 0.09928571428571428,
+    "summarize": 0.06930693069306931,
+    "classify": 0.18407960199004975,
+    "reasoning_over_numerical_data": 0.05420560747663551,
+    "multi-document_synthesis": 0.059602649006622516,
+    "fact_checking_or_attributed_qa": 0.4653679653679654,
+    "average": 0.1713609319177732,
+    "brainstorm_rank": 19,
+    "open_qa_rank": 24,
+    "closed_qa_rank": 3,
+    "extract_rank": 1,
+    "generation_rank": 16,
+    "rewrite_rank": 18,
+    "summarize_rank": 15,
+    "classify_rank": 20,
+    "reasoning_over_numerical_data_rank": 15,
+    "multi-document_synthesis_rank": 19,
+    "fact_checking_or_attributed_qa_rank": 9,
+    "average_rank": 21
+}

temperature=0.0/tulu-v2.5-ppo-13b-uf-mean-70b-uf-rm.json

@@ -0,0 +1,27 @@
+{
+    "path": "allenai/tulu-v2.5-ppo-13b-uf-mean-70b-uf-rm",
+    "brainstorm": 0.3772954924874791,
+    "open_qa": 0.21568627450980393,
+    "closed_qa": 0.06435643564356436,
+    "extract": 0.10891089108910892,
+    "generation": 0.16416666666666666,
+    "rewrite": 0.155,
+    "summarize": 0.1608910891089109,
+    "classify": 0.12437810945273631,
+    "reasoning_over_numerical_data": 0.11682242990654206,
+    "multi-document_synthesis": 0.2185430463576159,
+    "fact_checking_or_attributed_qa": 0.21428571428571427,
+    "average": 0.17457601359164931,
+    "brainstorm_rank": 7,
+    "open_qa_rank": 29,
+    "closed_qa_rank": 3,
+    "extract_rank": 1,
+    "generation_rank": 11,
+    "rewrite_rank": 13,
+    "summarize_rank": 6,
+    "classify_rank": 20,
+    "reasoning_over_numerical_data_rank": 9,
+    "multi-document_synthesis_rank": 8,
+    "fact_checking_or_attributed_qa_rank": 26,
+    "average_rank": 20
+}

temperature=0.0/vicuna-13b-v1.5.json

@@ -0,0 +1,27 @@
+{
+    "path": "lmsys/vicuna-7b-v1.5",
+    "brainstorm": 0.04090150250417362,
+    "open_qa": 0.8137254901960784,
+    "closed_qa": 0.26485148514851486,
+    "extract": 0.13861386138613863,
+    "generation": 0.10166666666666667,
+    "rewrite": 0.11928571428571429,
+    "summarize": 0.07920792079207921,
+    "classify": 0.2562189054726368,
+    "reasoning_over_numerical_data": 0.10560747663551401,
+    "multi-document_synthesis": 0.05518763796909492,
+    "fact_checking_or_attributed_qa": 0.5584415584415584,
+    "average": 0.23033711086346997,
+    "brainstorm_rank": 19,
+    "open_qa_rank": 3,
+    "closed_qa_rank": 3,
+    "extract_rank": 1,
+    "generation_rank": 16,
+    "rewrite_rank": 18,
+    "summarize_rank": 15,
+    "classify_rank": 14,
+    "reasoning_over_numerical_data_rank": 15,
+    "multi-document_synthesis_rank": 19,
+    "fact_checking_or_attributed_qa_rank": 1,
+    "average_rank": 13
+}

temperature=0.0/vicuna-7b-v1.5.json

@@ -0,0 +1,27 @@
+{
+    "path": "lmsys/vicuna-7b-v1.5",
+    "brainstorm": 0.02921535893155259,
+    "open_qa": 0.7549019607843137,
+    "closed_qa": 0.20297029702970298,
+    "extract": 0.10643564356435645,
+    "generation": 0.08166666666666667,
+    "rewrite": 0.07,
+    "summarize": 0.027227722772277228,
+    "classify": 0.24129353233830847,
+    "reasoning_over_numerical_data": 0.06728971962616823,
+    "multi-document_synthesis": 0.04194260485651214,
+    "fact_checking_or_attributed_qa": 0.5281385281385281,
+    "average": 0.19555291224621696,
+    "brainstorm_rank": 21,
+    "open_qa_rank": 3,
+    "closed_qa_rank": 3,
+    "extract_rank": 1,
+    "generation_rank": 20,
+    "rewrite_rank": 20,
+    "summarize_rank": 15,
+    "classify_rank": 14,
+    "reasoning_over_numerical_data_rank": 15,
+    "multi-document_synthesis_rank": 19,
+    "fact_checking_or_attributed_qa_rank": 5,
+    "average_rank": 17
+}

temperature=1.0/Llama-2-13b-chat-hf.json

@@ -0,0 +1,27 @@
+{
+    "path": "meta-llama/Llama-2-13b-chat-hf",
+    "brainstorm": 0.21035058430717865,
+    "open_qa": 0.5931372549019608,
+    "closed_qa": 0.17574257425742573,
+    "extract": 0.13366336633663367,
+    "generation": 0.16666666666666666,
+    "rewrite": 0.13642857142857143,
+    "summarize": 0.18811881188118812,
+    "classify": 0.32338308457711445,
+    "reasoning_over_numerical_data": 0.12242990654205607,
+    "multi-document_synthesis": 0.12141280353200883,
+    "fact_checking_or_attributed_qa": 0.4090909090909091,
+    "average": 0.23458404850197392,
+    "brainstorm_rank": 13,
+    "open_qa_rank": 10,
+    "closed_qa_rank": 1,
+    "extract_rank": 7,
+    "generation_rank": 11,
+    "rewrite_rank": 13,
+    "summarize_rank": 9,
+    "classify_rank": 7,
+    "reasoning_over_numerical_data_rank": 8,
+    "multi-document_synthesis_rank": 14,
+    "fact_checking_or_attributed_qa_rank": 7,
+    "average_rank": 13
+}

temperature=1.0/Llama-2-70b-chat-hf.json

@@ -0,0 +1,27 @@
+{
+    "path": "meta-llama/Llama-2-70b-chat-hf",
+    "brainstorm": 0.21786310517529214,
+    "open_qa": 0.6617647058823529,
+    "closed_qa": 0.3118811881188119,
+    "extract": 0.17326732673267325,
+    "generation": 0.19749999999999998,
+    "rewrite": 0.18285714285714286,
+    "summarize": 0.1534653465346535,
+    "classify": 0.34328358208955223,
+    "reasoning_over_numerical_data": 0.17196261682242991,
+    "multi-document_synthesis": 0.16556291390728478,
+    "fact_checking_or_attributed_qa": 0.4880952380952381,
+    "average": 0.2788639242014029,
+    "brainstorm_rank": 13,
+    "open_qa_rank": 10,
+    "closed_qa_rank": 1,
+    "extract_rank": 7,
+    "generation_rank": 11,
+    "rewrite_rank": 11,
+    "summarize_rank": 9,
+    "classify_rank": 7,
+    "reasoning_over_numerical_data_rank": 8,
+    "multi-document_synthesis_rank": 11,
+    "fact_checking_or_attributed_qa_rank": 1,
+    "average_rank": 10
+}

temperature=1.0/Llama-2-7b-chat-hf.json

@@ -0,0 +1,27 @@
+{
+    "path": "meta-llama/Llama-2-7b-chat-hf",
+    "brainstorm": 0.17111853088480802,
+    "open_qa": 0.47549019607843135,
+    "closed_qa": 0.2004950495049505,
+    "extract": 0.11881188118811882,
+    "generation": 0.1525,
+    "rewrite": 0.13071428571428573,
+    "summarize": 0.12128712871287128,
+    "classify": 0.1865671641791045,
+    "reasoning_over_numerical_data": 0.08785046728971962,
+    "multi-document_synthesis": 0.10596026490066225,
+    "fact_checking_or_attributed_qa": 0.354978354978355,
+    "average": 0.1914339384937552,
+    "brainstorm_rank": 13,
+    "open_qa_rank": 21,
+    "closed_qa_rank": 1,
+    "extract_rank": 7,
+    "generation_rank": 15,
+    "rewrite_rank": 13,
+    "summarize_rank": 9,
+    "classify_rank": 17,
+    "reasoning_over_numerical_data_rank": 8,
+    "multi-document_synthesis_rank": 14,
+    "fact_checking_or_attributed_qa_rank": 12,
+    "average_rank": 14
+}

temperature=1.0/Llama-3.1-70B-Instruct.json

@@ -0,0 +1,27 @@
+{
+    "path": "meta-llama/Llama-3.1-70B-Instruct",
+    "brainstorm": 0.4365609348914858,
+    "open_qa": 0.7696078431372548,
+    "closed_qa": 0.4084158415841584,
+    "extract": 0.3688118811881188,
+    "generation": 0.43083333333333335,
+    "rewrite": 0.4235714285714286,
+    "summarize": 0.4430693069306931,
+    "classify": 0.5323383084577115,
+    "reasoning_over_numerical_data": 0.45794392523364486,
+    "multi-document_synthesis": 0.48123620309050774,
+    "fact_checking_or_attributed_qa": 0.49783549783549785,
+    "average": 0.47729313675034857,
+    "brainstorm_rank": 7,
+    "open_qa_rank": 1,
+    "closed_qa_rank": 1,
+    "extract_rank": 1,
+    "generation_rank": 4,
+    "rewrite_rank": 3,
+    "summarize_rank": 1,
+    "classify_rank": 1,
+    "reasoning_over_numerical_data_rank": 1,
+    "multi-document_synthesis_rank": 4,
+    "fact_checking_or_attributed_qa_rank": 1,
+    "average_rank": 1
+}

temperature=1.0/Llama-3.1-8B-Instruct.json

@@ -0,0 +1,27 @@
+{
+    "path": "meta-llama/Llama-3.1-8B-Instruct",
+    "brainstorm": 0.40150250417362265,
+    "open_qa": 0.6519607843137255,
+    "closed_qa": 0.30445544554455445,
+    "extract": 0.25495049504950495,
+    "generation": 0.32416666666666666,
+    "rewrite": 0.30142857142857143,
+    "summarize": 0.2995049504950495,
+    "classify": 0.3781094527363184,
+    "reasoning_over_numerical_data": 0.23457943925233646,
+    "multi-document_synthesis": 0.4105960264900662,
+    "fact_checking_or_attributed_qa": 0.31601731601731603,
+    "average": 0.3524792411061574,
+    "brainstorm_rank": 7,
+    "open_qa_rank": 10,
+    "closed_qa_rank": 1,
+    "extract_rank": 5,
+    "generation_rank": 8,
+    "rewrite_rank": 5,
+    "summarize_rank": 5,
+    "classify_rank": 7,
+    "reasoning_over_numerical_data_rank": 8,
+    "multi-document_synthesis_rank": 6,
+    "fact_checking_or_attributed_qa_rank": 15,
+    "average_rank": 7
+}

temperature=1.0/Mistral-7B-Instruct-v0.3.json

@@ -0,0 +1,27 @@
+{
+    "path": "mistralai/Mistral-7B-Instruct-v0.3",
+    "brainstorm": 0.29799666110183637,
+    "open_qa": 0.6176470588235294,
+    "closed_qa": 0.19554455445544555,
+    "extract": 0.13366336633663367,
+    "generation": 0.19416666666666665,
+    "rewrite": 0.16714285714285712,
+    "summarize": 0.16831683168316833,
+    "classify": 0.2263681592039801,
+    "reasoning_over_numerical_data": 0.18037383177570093,
+    "multi-document_synthesis": 0.2847682119205298,
+    "fact_checking_or_attributed_qa": 0.4025974025974026,
+    "average": 0.26078050924615914,
+    "brainstorm_rank": 9,
+    "open_qa_rank": 10,
+    "closed_qa_rank": 1,
+    "extract_rank": 7,
+    "generation_rank": 11,
+    "rewrite_rank": 11,
+    "summarize_rank": 9,
+    "classify_rank": 7,
+    "reasoning_over_numerical_data_rank": 8,
+    "multi-document_synthesis_rank": 9,
+    "fact_checking_or_attributed_qa_rank": 7,
+    "average_rank": 11
+}

temperature=1.0/Mistral-Large-Instruct-2407.json

@@ -0,0 +1,27 @@
+{
+    "path": "mistralai/Mistral-Large-Instruct-2407",
+    "brainstorm": 0.5484140233722872,
+    "open_qa": 0.6176470588235294,
+    "closed_qa": 0.28712871287128716,
+    "extract": 0.34653465346534656,
+    "generation": 0.5225,
+    "rewrite": 0.4985714285714286,
+    "summarize": 0.4108910891089109,
+    "classify": 0.4577114427860697,
+    "reasoning_over_numerical_data": 0.46074766355140184,
+    "multi-document_synthesis": 0.5916114790286976,
+    "fact_checking_or_attributed_qa": 0.24025974025974026,
+    "average": 0.4529106628944273,
+    "brainstorm_rank": 1,
+    "open_qa_rank": 10,
+    "closed_qa_rank": 1,
+    "extract_rank": 2,
+    "generation_rank": 1,
+    "rewrite_rank": 1,
+    "summarize_rank": 1,
+    "classify_rank": 1,
+    "reasoning_over_numerical_data_rank": 1,
+    "multi-document_synthesis_rank": 1,
+    "fact_checking_or_attributed_qa_rank": 19,
+    "average_rank": 2
+}

temperature=1.0/Mistral-Small-Instruct-2409.json

@@ -0,0 +1,27 @@
+{
+    "path": "mistralai/Mistral-Small-Instruct-2409",
+    "brainstorm": 0.49248747913188645,
+    "open_qa": 0.6029411764705882,
+    "closed_qa": 0.30198019801980197,
+    "extract": 0.23514851485148514,
+    "generation": 0.435,
+    "rewrite": 0.40785714285714286,
+    "summarize": 0.36633663366336633,
+    "classify": 0.3706467661691542,
+    "reasoning_over_numerical_data": 0.40654205607476634,
+    "multi-document_synthesis": 0.5640176600441501,
+    "fact_checking_or_attributed_qa": 0.22510822510822512,
+    "average": 0.4007332593082333,
+    "brainstorm_rank": 4,
+    "open_qa_rank": 10,
+    "closed_qa_rank": 1,
+    "extract_rank": 7,
+    "generation_rank": 2,
+    "rewrite_rank": 3,
+    "summarize_rank": 1,
+    "classify_rank": 7,
+    "reasoning_over_numerical_data_rank": 1,
+    "multi-document_synthesis_rank": 3,
+    "fact_checking_or_attributed_qa_rank": 19,
+    "average_rank": 4
+}

temperature=1.0/OLMo-7B-0724-Instruct-hf.json

@@ -0,0 +1,27 @@
+{
+    "path": "allenai/OLMo-7B-SFT",
+    "brainstorm": 0.0651085141903172,
+    "open_qa": 0.17647058823529413,
+    "closed_qa": 0.039603960396039604,
+    "extract": 0.03712871287128713,
+    "generation": 0.04,
+    "rewrite": 0.032857142857142856,
+    "summarize": 0.04950495049504951,
+    "classify": 0.07960199004975124,
+    "reasoning_over_numerical_data": 0.04953271028037383,
+    "multi-document_synthesis": 0.0728476821192053,
+    "fact_checking_or_attributed_qa": 0.17316017316017315,
+    "average": 0.07416512951405764,
+    "brainstorm_rank": 20,
+    "open_qa_rank": 26,
+    "closed_qa_rank": 1,
+    "extract_rank": 7,
+    "generation_rank": 21,
+    "rewrite_rank": 21,
+    "summarize_rank": 20,
+    "classify_rank": 23,
+    "reasoning_over_numerical_data_rank": 17,
+    "multi-document_synthesis_rank": 18,
+    "fact_checking_or_attributed_qa_rank": 24,
+    "average_rank": 27
+}

temperature=1.0/OLMo-7B-SFT-hf.json

@@ -0,0 +1,27 @@
+{
+    "path": "allenai/OLMo-7B-SFT",
+    "brainstorm": 0.011686143572621035,
+    "open_qa": 0.7205882352941176,
+    "closed_qa": 0.13861386138613863,
+    "extract": 0.04455445544554455,
+    "generation": 0.04833333333333333,
+    "rewrite": 0.024285714285714285,
+    "summarize": 0.012376237623762377,
+    "classify": 0.17661691542288557,
+    "reasoning_over_numerical_data": 0.03831775700934579,
+    "multi-document_synthesis": 0.02869757174392936,
+    "fact_checking_or_attributed_qa": 0.4393939393939394,
+    "average": 0.15304219677375744,
+    "brainstorm_rank": 22,
+    "open_qa_rank": 1,
+    "closed_qa_rank": 1,
+    "extract_rank": 7,
+    "generation_rank": 21,
+    "rewrite_rank": 21,
+    "summarize_rank": 22,
+    "classify_rank": 18,
+    "reasoning_over_numerical_data_rank": 17,
+    "multi-document_synthesis_rank": 22,
+    "fact_checking_or_attributed_qa_rank": 7,
+    "average_rank": 20
+}

temperature=1.0/Phi-3-medium-4k-instruct.json

@@ -0,0 +1,27 @@
+{
+    "path": "microsoft/Phi-3-medium-4k-instruct",
+    "brainstorm": 0.31969949916527546,
+    "open_qa": 0.75,
+    "closed_qa": 0.2747524752475248,
+    "extract": 0.16336633663366337,
+    "generation": 0.25,
+    "rewrite": 0.20785714285714288,
+    "summarize": 0.11386138613861387,
+    "classify": 0.38557213930348255,
+    "reasoning_over_numerical_data": 0.34018691588785044,
+    "multi-document_synthesis": 0.2119205298013245,
+    "fact_checking_or_attributed_qa": 0.48917748917748916,
+    "average": 0.31876308311021523,
+    "brainstorm_rank": 9,
+    "open_qa_rank": 1,
+    "closed_qa_rank": 1,
+    "extract_rank": 7,
+    "generation_rank": 9,
+    "rewrite_rank": 9,
+    "summarize_rank": 9,
+    "classify_rank": 4,
+    "reasoning_over_numerical_data_rank": 1,
+    "multi-document_synthesis_rank": 11,
+    "fact_checking_or_attributed_qa_rank": 1,
+    "average_rank": 9
+}

temperature=1.0/Qwen1.5-110B-Chat.json

@@ -0,0 +1,27 @@
+{
+    "path": "Qwen/Qwen1.5-110B-Chat",
+    "brainstorm": 0.4524207011686143,
+    "open_qa": 0.7745098039215687,
+    "closed_qa": 0.27970297029702973,
+    "extract": 0.25495049504950495,
+    "generation": 0.3675,
+    "rewrite": 0.3214285714285714,
+    "summarize": 0.2995049504950495,
+    "classify": 0.4129353233830846,
+    "reasoning_over_numerical_data": 0.3747663551401869,
+    "multi-document_synthesis": 0.4900662251655629,
+    "fact_checking_or_attributed_qa": 0.3463203463203463,
+    "average": 0.39764597657904716,
+    "brainstorm_rank": 5,
+    "open_qa_rank": 1,
+    "closed_qa_rank": 1,
+    "extract_rank": 6,
+    "generation_rank": 5,
+    "rewrite_rank": 5,
+    "summarize_rank": 6,
+    "classify_rank": 4,
+    "reasoning_over_numerical_data_rank": 1,
+    "multi-document_synthesis_rank": 4,
+    "fact_checking_or_attributed_qa_rank": 12,
+    "average_rank": 4
+}

temperature=1.0/Qwen2-72B-Instruct.json

@@ -0,0 +1,27 @@
+{
+    "path": "Qwen/Qwen2-72B-Instruct",
+    "brainstorm": 0.4540901502504174,
+    "open_qa": 0.7401960784313725,
+    "closed_qa": 0.25742574257425743,
+    "extract": 0.2747524752475248,
+    "generation": 0.34,
+    "rewrite": 0.3264285714285714,
+    "summarize": 0.2202970297029703,
+    "classify": 0.3930348258706468,
+    "reasoning_over_numerical_data": 0.3981308411214953,
+    "multi-document_synthesis": 0.34216335540838855,
+    "fact_checking_or_attributed_qa": 0.3874458874458874,
+    "average": 0.3758149961346847,
+    "brainstorm_rank": 5,
+    "open_qa_rank": 1,
+    "closed_qa_rank": 1,
+    "extract_rank": 3,
+    "generation_rank": 5,
+    "rewrite_rank": 5,
+    "summarize_rank": 7,
+    "classify_rank": 4,
+    "reasoning_over_numerical_data_rank": 1,
+    "multi-document_synthesis_rank": 8,
+    "fact_checking_or_attributed_qa_rank": 7,
+    "average_rank": 6
+}

temperature=1.0/Qwen2.5-72B-Instruct.json

@@ -0,0 +1,27 @@
+{
+    "path": "Qwen/Qwen2.5-72B-Instruct",
+    "brainstorm": 0.5233722871452421,
+    "open_qa": 0.642156862745098,
+    "closed_qa": 0.2920792079207921,
+    "extract": 0.3341584158415841,
+    "generation": 0.47,
+    "rewrite": 0.45285714285714285,
+    "summarize": 0.36386138613861385,
+    "classify": 0.42039800995024873,
+    "reasoning_over_numerical_data": 0.4542056074766355,
+    "multi-document_synthesis": 0.5739514348785872,
+    "fact_checking_or_attributed_qa": 0.22510822510822512,
+    "average": 0.432013507278379,
+    "brainstorm_rank": 1,
+    "open_qa_rank": 10,
+    "closed_qa_rank": 1,
+    "extract_rank": 3,
+    "generation_rank": 2,
+    "rewrite_rank": 2,
+    "summarize_rank": 1,
+    "classify_rank": 1,
+    "reasoning_over_numerical_data_rank": 1,
+    "multi-document_synthesis_rank": 1,
+    "fact_checking_or_attributed_qa_rank": 19,
+    "average_rank": 2
+}

temperature=1.0/WizardLM-13B-V1.2.json

@@ -0,0 +1,27 @@
+{
+    "path": "WizardLMTeam/WizardLM-13B-V1.2",
+    "brainstorm": 0.1894824707846411,
+    "open_qa": 0.5,
+    "closed_qa": 0.1188118811881188,
+    "extract": 0.08415841584158416,
+    "generation": 0.165,
+    "rewrite": 0.13714285714285712,
+    "summarize": 0.07178217821782179,
+    "classify": 0.21641791044776118,
+    "reasoning_over_numerical_data": 0.07757009345794391,
+    "multi-document_synthesis": 0.10375275938189846,
+    "fact_checking_or_attributed_qa": 0.30735930735930733,
+    "average": 0.17922526125653945,
+    "brainstorm_rank": 13,
+    "open_qa_rank": 21,
+    "closed_qa_rank": 1,
+    "extract_rank": 7,
+    "generation_rank": 11,
+    "rewrite_rank": 13,
+    "summarize_rank": 9,
+    "classify_rank": 7,
+    "reasoning_over_numerical_data_rank": 17,
+    "multi-document_synthesis_rank": 14,
+    "fact_checking_or_attributed_qa_rank": 15,
+    "average_rank": 14
+}

temperature=1.0/Yi-1.5-34B-Chat.json

@@ -0,0 +1,27 @@
+{
+    "path": "01-ai/Yi-1.5-34B-Chat",
+    "brainstorm": 0.5091819699499165,
+    "open_qa": 0.5931372549019608,
+    "closed_qa": 0.24257425742574257,
+    "extract": 0.19306930693069307,
+    "generation": 0.36083333333333334,
+    "rewrite": 0.30428571428571427,
+    "summarize": 0.20792079207920794,
+    "classify": 0.291044776119403,
+    "reasoning_over_numerical_data": 0.2906542056074766,
+    "multi-document_synthesis": 0.3863134657836645,
+    "fact_checking_or_attributed_qa": 0.2683982683982684,
+    "average": 0.3315830313468528,
+    "brainstorm_rank": 1,
+    "open_qa_rank": 10,
+    "closed_qa_rank": 1,
+    "extract_rank": 7,
+    "generation_rank": 5,
+    "rewrite_rank": 5,
+    "summarize_rank": 7,
+    "classify_rank": 7,
+    "reasoning_over_numerical_data_rank": 8,
+    "multi-document_synthesis_rank": 6,
+    "fact_checking_or_attributed_qa_rank": 19,
+    "average_rank": 8
+}

temperature=1.0/dolly-v2-12b.json

@@ -0,0 +1,27 @@
+{
+    "path": "databricks/dolly-v2-7b",
+    "brainstorm": 0.0,
+    "open_qa": 0.029411764705882353,
+    "closed_qa": 0.0,
+    "extract": 0.0,
+    "generation": 0.006666666666666667,
+    "rewrite": 0.0014285714285714286,
+    "summarize": 0.0,
+    "classify": 0.004975124378109453,
+    "reasoning_over_numerical_data": 0.007476635514018692,
+    "multi-document_synthesis": 0.008830022075055188,
+    "fact_checking_or_attributed_qa": 0.017316017316017316,
+    "average": 0.006918618371301918,
+    "brainstorm_rank": 28,
+    "open_qa_rank": 28,
+    "closed_qa_rank": 27,
+    "extract_rank": 7,
+    "generation_rank": 27,
+    "rewrite_rank": 27,
+    "summarize_rank": 22,
+    "classify_rank": 23,
+    "reasoning_over_numerical_data_rank": 28,
+    "multi-document_synthesis_rank": 25,
+    "fact_checking_or_attributed_qa_rank": 28,
+    "average_rank": 29
+}

temperature=1.0/dolly-v2-7b.json

@@ -0,0 +1,27 @@
+{
+    "path": "databricks/dolly-v2-12b",
+    "brainstorm": 0.0,
+    "open_qa": 0.058823529411764705,
+    "closed_qa": 0.0,
+    "extract": 0.0,
+    "generation": 0.008333333333333333,
+    "rewrite": 0.0014285714285714286,
+    "summarize": 0.0,
+    "classify": 0.014925373134328358,
+    "reasoning_over_numerical_data": 0.019626168224299065,
+    "multi-document_synthesis": 0.008830022075055188,
+    "fact_checking_or_attributed_qa": 0.021645021645021644,
+    "average": 0.012146547204761248,
+    "brainstorm_rank": 28,
+    "open_qa_rank": 28,
+    "closed_qa_rank": 27,
+    "extract_rank": 7,
+    "generation_rank": 27,
+    "rewrite_rank": 27,
+    "summarize_rank": 22,
+    "classify_rank": 23,
+    "reasoning_over_numerical_data_rank": 28,
+    "multi-document_synthesis_rank": 25,
+    "fact_checking_or_attributed_qa_rank": 28,
+    "average_rank": 28
+}

temperature=1.0/gpt4all-13b-snoozy.json

@@ -0,0 +1,27 @@
+{
+    "path": "nomic-ai/gpt4all-13b-snoozy",
+    "brainstorm": 0.007512520868113523,
+    "open_qa": 0.7696078431372548,
+    "closed_qa": 0.01485148514851485,
+    "extract": 0.022277227722772276,
+    "generation": 0.043333333333333335,
+    "rewrite": 0.02857142857142857,
+    "summarize": 0.0024752475247524753,
+    "classify": 0.04477611940298507,
+    "reasoning_over_numerical_data": 0.04299065420560748,
+    "multi-document_synthesis": 0.01545253863134658,
+    "fact_checking_or_attributed_qa": 0.20995670995670995,
+    "average": 0.10925500986389264,
+    "brainstorm_rank": 22,
+    "open_qa_rank": 1,
+    "closed_qa_rank": 27,
+    "extract_rank": 7,
+    "generation_rank": 21,
+    "rewrite_rank": 21,
+    "summarize_rank": 22,
+    "classify_rank": 23,
+    "reasoning_over_numerical_data_rank": 17,
+    "multi-document_synthesis_rank": 25,
+    "fact_checking_or_attributed_qa_rank": 24,
+    "average_rank": 23
+}

temperature=1.0/koala-13B-HF.json

@@ -0,0 +1,27 @@
+{
+    "path": "TheBloke/koala-13B-HF",
+    "brainstorm": 0.009181969949916527,
+    "open_qa": 0.49019607843137253,
+    "closed_qa": 0.06435643564356436,
+    "extract": 0.027227722772277228,
+    "generation": 0.045,
+    "rewrite": 0.03142857142857143,
+    "summarize": 0.012376237623762377,
+    "classify": 0.09950248756218906,
+    "reasoning_over_numerical_data": 0.03177570093457944,
+    "multi-document_synthesis": 0.024282560706401765,
+    "fact_checking_or_attributed_qa": 0.3116883116883117,
+    "average": 0.10427418879463148,
+    "brainstorm_rank": 22,
+    "open_qa_rank": 21,
+    "closed_qa_rank": 1,
+    "extract_rank": 7,
+    "generation_rank": 21,
+    "rewrite_rank": 21,
+    "summarize_rank": 22,
+    "classify_rank": 18,
+    "reasoning_over_numerical_data_rank": 17,
+    "multi-document_synthesis_rank": 22,
+    "fact_checking_or_attributed_qa_rank": 15,
+    "average_rank": 24
+}

temperature=1.0/koala-7B-HF.json

@@ -0,0 +1,27 @@
+{
+    "path": "TheBloke/koala-7B-HF",
+    "brainstorm": 0.00667779632721202,
+    "open_qa": 0.5980392156862745,
+    "closed_qa": 0.01485148514851485,
+    "extract": 0.022277227722772276,
+    "generation": 0.02666666666666667,
+    "rewrite": 0.02142857142857143,
+    "summarize": 0.0,
+    "classify": 0.03980099502487562,
+    "reasoning_over_numerical_data": 0.028037383177570093,
+    "multi-document_synthesis": 0.017660044150110375,
+    "fact_checking_or_attributed_qa": 0.2683982683982684,
+    "average": 0.09489433215734876,
+    "brainstorm_rank": 22,
+    "open_qa_rank": 10,
+    "closed_qa_rank": 1,
+    "extract_rank": 7,
+    "generation_rank": 26,
+    "rewrite_rank": 21,
+    "summarize_rank": 22,
+    "classify_rank": 23,
+    "reasoning_over_numerical_data_rank": 17,
+    "multi-document_synthesis_rank": 22,
+    "fact_checking_or_attributed_qa_rank": 19,
+    "average_rank": 25
+}