Add FuseChat-3.0 models to AlpacaEval

Dear AlpacaEval Team,

We are researchers from FuseAI, and we are excited to create a pull request to contribute our latest FuseChat-3.0 models to your leaderboard. Our submission includes the following models:

- **FuseChat-Llama-3.1-8B-Instruct**
- **FuseChat-Llama-3.2-3B-Instruct**
- **FuseChat-Llama-3.2-1B-Instruct**
- **FuseChat-Gemma-2-9B-Instruct**
- **FuseChat-Qwen-2.5-7B-Instruct**

For more details about our models, please refer to the following resources:
- **Hugging Face Collection**: [FuseChat-3.0](https://huggingface.co/collections/FuseAI/fusechat-30-6752d18dec430bad7a236a75)
- **Paper**: [WRPO](https://arxiv.org/abs/2412.03187)
- **Blog**: [FuseChat-3.0 Blog](https://slit-ai.github.io/FuseChat-3.0/)
- **GitHub Repo**: [FuseChat-3.0 Repository](https://github.com/SLIT-AI/FuseChat-3.0)

Thank you for your consideration! Please let us know if you need any modification for this PR.

Best regards,
Yang
On behalf of the FuseAI Team

src/alpaca_eval/leaderboards/data_AlpacaEval_2/weighted_alpaca_eval_gpt4_turbo_leaderboard.csv

@@ -7,16 +7,20 @@ gemma-2-9b-it-WPO-HB,77.82503168985093,1.2355857177790277,640,163,2,805,79.62732
 SelfMoA_gemma-2-9b-it-SimPO,71.9958856144492,1.3495341826849294,597,208,0,805,74.16149068322981,community,1930,75.04950944068965,0.4428706876009843
 blendaxai-gm-l3-v35,73.41035740244067,1.254951147343878,607,196,2,805,75.527950310559,community,2186,73.37270365010379,0.6163911450738288
 gemma-2-9b-it-SimPO,65.86422561532919,1.423459922555078,540,264,1,805,67.14285714285714,community,1833,72.3508446939842,0.5167873784867067
+FuseChat-Gemma-2-9B-Instruct,70.49713534560247,1.3426390784895994,575,225,5,805,71.73913043478261,community,2155,70.18106263911686,0.5941187965717439
 openpipe-moa-gpt-4-turbo-v1,63.15493451236265,1.422980098799326,515,283,7,805,64.40993788819875,community,1856,68.37866250336802,0.7309418614587613
 gemma-2-9b-it-DPO,65.35922380122982,1.402802336467638,536,268,1,805,66.64596273291924,community,2016,67.6620382198043,0.6605613085864308
+FuseChat-Llama-3.1-8B-Instruct,63.33158292362734,1.4225069834256892,518,286,1,805,64.40993788819875,community,2033,65.38623116037492,0.6668876066398686
 Together-MoA,59.8688062333292,1.434305604543079,490,314,1,805,60.93167701863354,community,1825,65.37996976852163,0.7392392836781445
+FuseChat-Qwen-2.5-7B-Instruct,64.64069997299381,1.4301369533298258,531,273,1,805,66.02484472049689,community,2173,63.58298649463735,0.6161348916427868
 Llama3-PBM-Nova-70B,62.95129983494411,1.3965649883206293,512,293,0,805,63.60248447204969,community,2207,62.39078292806358,0.7630318008010619
 Storm-7B-best-of-64,63.04099075186919,1.4253258915161846,519,286,0,805,64.472049689441,community,2340,61.63789557199839,
 Together-MoA-Lite,56.593045622273294,1.4464848562244548,456,347,2,805,56.77018633540373,community,1968,59.1415240989275,0.7580510219326322
 aligner-2b_gpt-4-turbo-2024-04-09,46.77089325668323,1.3378060774476594,371,417,17,805,40.18633540372671,community,1370,58.33130206276722,
 gpt-4o-2024-05-13,51.32757578249279,1.4700094589795554,429,369,7,805,53.72670807453416,minimal,1873,57.45682883335095,
 higgs-llama-3-70b-v2,68.63519246435168,1.3151765652301792,563,240,2,805,70.06211180124224,community,2657,56.76317433000503,0.8571649314205525
 gpt-4-turbo-2024-04-09,46.11526538763708,1.474073957743638,370,426,9,805,46.52173913043478,minimal,1802,55.01530093647852,
+FuseChat-Llama-3.2-3B-Instruct,51.29667710101864,1.482579367297701,424,378,3,805,52.85714285714286,community,1976,53.99883748344241,0.6945055858828797
 SPPO-Gemma-2-9B-It-PairRM,48.23404468746583,1.4568887170812033,386,418,1,805,48.01242236024844,community,1803,53.96983730150777,0.6516507968188552
 Llama-3-Instruct-8B-WPO-HB-v2,57.33198613024009,1.4953200715726744,469,336,0,805,58.26086956521739,community,2472,53.37264268894168,0.7120573420060313
 claude-3-5-sonnet-20240620,40.56021409682828,1.4679655403720542,312,493,0,805,38.75776397515528,community,1488,52.36675427146999,
@@ -82,6 +86,7 @@ tulu-2-dpo-70b-ExPO,22.98061970610497,1.3591734082562228,184,620,1,805,22.919254
 claude-instant-1.2,16.12739962159006,1.1341036838301686,120,682,3,805,15.093167701863356,community,1112,25.61225902543337,
 Infinity-Instruct-3M-0613-Mistral-7B,15.747828130770788,1.1194852005680405,118,687,0,805,14.658385093167702,community,1180,25.501557794727287,
 dbrx-instruct,18.44834898407453,1.255388020324377,150,655,0,805,18.633540372670808,verified,1450,25.37544974044448,
+FuseChat-Llama-3.2-1B-Instruct,29.9219322658882,1.3934584328741797,233,570,2,805,29.068322981366464,community,2259,25.27098247880791,0.6406636457433237
 claude-2.1,15.733506736409938,1.120315865445773,115,688,2,805,14.409937888198757,verified,1096,25.251943886133027,
 Nanbeige2-8B-Chat,39.35450207219922,1.4524224245579649,323,480,2,805,40.24844720496895,community,2709,25.24207090175315,
 xwinlm-70b-v0.1,21.812957073875776,1.230327447605842,166,635,4,805,20.869565217391305,community,1775,24.649686057119272,

src/alpaca_eval/metrics/weights/weighted_alpaca_eval_gpt4_turbo/length_controlled_v1/baseline_gpt4_1106_preview.csv

@@ -193,3 +193,8 @@ NullModel,-1.0518971527519405,0.2538445948493148,1.9057926500734572
 GPO-Llama-3-8B-Instruct-GPM-2B,-1.1688688988236986,0.7678817822697138,-0.4997466376902971
 SPPO-Llama-3-8B-Instruct-GPM-2B,-1.2289746990068291,0.8046474033904255,-0.6767509934260389
 Llama-3-Instruct-8B-RainbowPO,-1.3587935106099684,0.7600298380500641,0.1779421196386809
+FuseChat-Gemma-2-9B-Instruct,-1.1543337259190067,0.6937176687992737,1.0978693063596836
+FuseChat-Llama-3.1-8B-Instruct,-1.1271666967241551,0.7265708972653502,0.8583100053446140
+FuseChat-Qwen-2.5-7B-Instruct,-0.9656160039317526,0.6283493169692116,0.7193794241118705
+FuseChat-Llama-3.2-1B-Instruct,-1.3081165824298635,0.6708544960650634,-1.2396285670785026
+FuseChat-Llama-3.2-3B-Instruct,-1.1236209478665597,0.6516838121662227,0.2637504763960864

src/alpaca_eval/models_configs/FuseChat-Gemma-2-9B-Instruct/configs.yaml

@@ -0,0 +1,17 @@
+FuseChat-Gemma-2-9B-Instruct:
+  completions_kwargs:
+    model_name: FuseAI/FuseChat-Gemma-2-9B-Instruct
+    model_kwargs:
+      dtype: bfloat16
+    max_new_tokens: 4096
+    temperature: 0.5
+    top_p: 1.0
+    batch_size: 1000
+    use_beam_search: true
+    stop_token_ids:
+      - 1
+      - 107
+  fn_completions: vllm_local_completions
+  pretty_name: FuseChat-Gemma-2-9B-Instruct
+  prompt_template: FuseChat-Gemma-2-9B-Instruct/prompt.txt
+  link: https://huggingface.co/FuseAI/FuseChat-Gemma-2-9B-Instruct

src/alpaca_eval/models_configs/FuseChat-Gemma-2-9B-Instruct/prompt.txt

@@ -0,0 +1,3 @@
+<start_of_turn>user
+{instruction}<end_of_turn>
+<start_of_turn>model

src/alpaca_eval/models_configs/FuseChat-Llama-3.1-8B-Instruct/configs.yaml

@@ -0,0 +1,21 @@
+FuseChat-Llama-3.1-8B-Instruct:
+  completions_kwargs:
+    model_name: FuseAI/FuseChat-Llama-3.1-8B-Instruct
+    model_kwargs:
+      dtype: bfloat16
+    max_new_tokens: 4096
+    temperature: 0.6
+    top_k: 50
+    top_p: 0.9
+    presence_penalty: 0.1
+    frequency_penalty: 0.1
+    batch_size: 1000
+    use_beam_search: true
+    stop_token_ids:
+      - 128001
+      - 128009
+  fn_completions: vllm_local_completions
+  pretty_name: FuseChat-Llama-3.1-8B-Instruct
+  prompt_template: FuseChat-Llama-3.1-8B-Instruct/prompt.txt
+  link: https://huggingface.co/FuseAI/FuseChat-Llama-3.1-8B-Instruct
+

src/alpaca_eval/models_configs/FuseChat-Llama-3.1-8B-Instruct/prompt.txt

@@ -0,0 +1,4 @@
+<|begin_of_text|><|start_header_id|>user<|end_header_id|>
+
+{instruction}<|eot_id|><|start_header_id|>assistant<|end_header_id|>
+

src/alpaca_eval/models_configs/FuseChat-Llama-3.2-1B-Instruct/configs.yaml

@@ -0,0 +1,21 @@
+FuseChat-Llama-3.2-1B-Instruct:
+  completions_kwargs:
+    model_name: FuseAI/FuseChat-Llama-3.2-1B-Instruct
+    model_kwargs:
+      dtype: bfloat16
+    max_new_tokens: 4096
+    temperature: 0.6
+    top_k: 50
+    top_p: 0.9
+    presence_penalty: 0.1
+    frequency_penalty: 0.1
+    batch_size: 1000
+    use_beam_search: true
+    stop_token_ids:
+      - 128001
+      - 128009
+  fn_completions: vllm_local_completions
+  pretty_name: FuseChat-Llama-3.2-1B-Instruct
+  prompt_template: FuseChat-Llama-3.1-8B-Instruct/prompt.txt
+  link: https://huggingface.co/FuseAI/FuseChat-Llama-3.2-1B-Instruct
+

src/alpaca_eval/models_configs/FuseChat-Llama-3.2-3B-Instruct/configs.yaml

@@ -0,0 +1,21 @@
+FuseChat-Llama-3.2-3B-Instruct:
+  completions_kwargs:
+    model_name: FuseAI/FuseChat-Llama-3.2-3B-Instruct
+    model_kwargs:
+      dtype: bfloat16
+    max_new_tokens: 4096
+    temperature: 0.6
+    top_k: 50
+    top_p: 0.9
+    presence_penalty: 0.1
+    frequency_penalty: 0.1
+    batch_size: 1000
+    use_beam_search: true
+    stop_token_ids:
+      - 128001
+      - 128009
+  fn_completions: vllm_local_completions
+  pretty_name: FuseChat-Llama-3.2-3B-Instruct
+  prompt_template: FuseChat-Llama-3.1-8B-Instruct/prompt.txt
+  link: https://huggingface.co/FuseAI/FuseChat-Llama-3.2-3B-Instruct
+

src/alpaca_eval/models_configs/FuseChat-Qwen-2.5-7B-Instruct/configs.yaml

@@ -0,0 +1,18 @@
+FuseChat-Qwen-2.5-7B-Instruct:
+  completions_kwargs:
+    model_name: FuseAI/FuseChat-Qwen-2.5-7B-Instruct
+    model_kwargs:
+      dtype: bfloat16
+    max_new_tokens: 4096
+    temperature: 0.7
+    top_p: 0.8
+    repetition_penalty: 1.05
+    top_k: 20
+    batch_size: 1000
+    stop_token_ids:
+      - 151645
+      - 151643
+  fn_completions: vllm_local_completions
+  pretty_name: FuseChat-Qwen-2.5-7B-Instruct
+  prompt_template: FuseChat-Qwen-2.5-7B-Instruct/prompt.txt
+  link: https://huggingface.co/FuseAI/FuseChat-Qwen-2.5-7B-Instruct

src/alpaca_eval/models_configs/FuseChat-Qwen-2.5-7B-Instruct/prompt.txt

@@ -0,0 +1,5 @@
+<|im_start|>system
+You are Qwen, created by Alibaba Cloud. You are a helpful assistant.<|im_end|>
+<|im_start|>user
+{instruction}<|im_end|>
+<|im_start|>assistant