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[BFCL] Add gemini-2.5-pro to the Leaderboard #974

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Apr 8, 2025
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[BFCL] Add gemini-2.5-pro to the Leaderboard #974

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e810756
add gemini-2.5
Apr 6, 2025
b4a3b0f
Update CHANGELOG.md
catherineruoxiwu Apr 6, 2025
cc0640c
Merge branch 'main' into add-gemini-2.5
catherineruoxiwu Apr 6, 2025
6dda1cd
formatter
HuanzhiMao Apr 8, 2025
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3 changes: 3 additions & 0 deletions berkeley-function-call-leaderboard/CHANGELOG.md
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All notable changes to the Berkeley Function Calling Leaderboard will be documented in this file.

- [Apr 6, 2025] [#974](https://github.com/ShishirPatil/gorilla/pull/974): Add the following new models to the leaderboard:
- `gemini-2.5-pro-exp-03-25-FC`
- `gemini-2.5-pro-exp-03-25`
- [Mar 26, 2025] [#963](https://github.com/ShishirPatil/gorilla/pull/963): Fix wrong date in `live_simple_205-116-13`.
- [Mar 25, 2025] [#962](https://github.com/ShishirPatil/gorilla/pull/962): Fix ambiguous user query in `exec_parallel_10`.
- [Mar 20, 2025] [#951](https://github.com/ShishirPatil/gorilla/pull/951): Add new model `command-a-03-2025-FC` to the leaderboard.
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10 changes: 5 additions & 5 deletions berkeley-function-call-leaderboard/SUPPORTED_MODELS.md
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Expand Up @@ -37,8 +37,8 @@ For model names containing `{...}`, multiple versions are available. For example
| DeepSeek-Coder-V2{-Lite-Instruct} | Function Calling | Self-hosted 💻 | deepseek-ai/DeepSeek-Coder-V2-{Instruct-0724,Lite-Instruct} |
| DeepSeek-R1 | Prompt | DeepSeek | DeepSeek-R1 |
| DeepSeek-R1 | Prompt | Self-hosted 💻 | deepseek-ai/DeepSeek-R1 |
| DeepSeek-V2.5 | Function Calling | Self-hosted 💻 | deepseek-ai/DeepSeek-V2.5 |
| DeepSeek-V2-{Chat-0628,Lite-Chat} | Prompt | Self-hosted 💻 | deepseek-ai/DeepSeek-V2-{Chat-0628,Lite-Chat} |
| DeepSeek-V2.5 | Function Calling | Self-hosted 💻 | deepseek-ai/DeepSeek-V2.5 |
| DeepSeek-V3 | Function Calling | DeepSeek | DeepSeek-V3-FC |
| Falcon3-{1B,3B,7B,10B}-Instruct | Function Calling | Self-hosted 💻 | tiiuae/Falcon3-{1B,3B,7B,10B}-Instruct |
| FireFunction-{v1,v2} | Function Calling | Fireworks AI | firefunction-{v1,v2}-FC |
Expand All @@ -48,8 +48,8 @@ For model names containing `{...}`, multiple versions are available. For example
| Gemini-2.0-Flash-Lite-001 | Function Calling | Google | gemini-2.0-flash-lite-001-FC |
| Gemini-2.0-Flash-Lite-001 | Prompt | Google | gemini-2.0-flash-lite-001 |
| Gemini-2.0-Flash-Thinking-Exp-01-21 | Prompt | Google | gemini-2.0-flash-thinking-exp-01-21 |
| Gemini-2.0-Pro-Exp-02-05 | Function Calling | Google | gemini-2.0-pro-exp-02-05-FC |
| Gemini-2.0-Pro-Exp-02-05 | Prompt | Google | gemini-2.0-pro-exp-02-05 |
| Gemini-2.5-Pro-Exp-03-25 | Function Calling | Google | gemini-2.5-pro-exp-03-25-FC |
| Gemini-2.5-Pro-Exp-03-25 | Prompt | Google | gemini-2.5-pro-exp-03-25 |
| Gemma-3-{1b,4b,12b,27b}-it | Prompt | Self-hosted 💻 | google/gemma-3-{1b,4b,12b,27b}-it |
| GLM-4-9b-Chat | Function Calling | Self-hosted 💻 | THUDM/glm-4-9b-chat |
| GoGoAgent | Prompt | BitAgent | BitAgent/GoGoAgent |
Expand Down Expand Up @@ -94,8 +94,8 @@ For model names containing `{...}`, multiple versions are available. For example
| o3-mini-2025-01-31 | Prompt | OpenAI | o3-mini-2025-01-31 |
| Open-Mistral-Nemo-2407 | Prompt | Mistral AI | open-mistral-nemo-2407 |
| Open-Mistral-Nemo-2407 | Function Calling | Mistral AI | open-mistral-nemo-2407-FC |
| Open-Mixtral-8x22b | Function Calling | Mistral AI | open-mixtral-8x22b-FC |
| Open-Mixtral-{8x7b,8x22b} | Prompt | Mistral AI | open-mixtral-{8x7b,8x22b} |
| Open-Mixtral-8x22b | Function Calling | Mistral AI | open-mixtral-8x22b-FC |
| palmyra-x-004 | Function Calling | Writer | palmyra-x-004 |
| Phi-3-medium-{4k,128k}-instruct | Prompt | Self-hosted 💻 | microsoft/Phi-3-medium-{4k,128k}-instruct |
| Phi-3-mini-{4k,128k}-instruct | Prompt | Self-hosted 💻 | microsoft/Phi-3-mini-{4k,128k}-instruct |
Expand All @@ -107,8 +107,8 @@ For model names containing `{...}`, multiple versions are available. For example
| QwQ-32B-Preview | Prompt | Self-hosted 💻 | Qwen/QwQ-32B-Preview |
| Sky-T1-32B-Preview | Prompt | Self-hosted 💻 | NovaSky-AI/Sky-T1-32B-Preview |
| Snowflake/snowflake-arctic-instruct | Prompt | Snowflake | snowflake/arctic |
| ToolACE-8B | Function Calling | Self-hosted 💻 | Team-ACE/ToolACE-8B |
| ToolACE-2-8B | Function Calling | Self-hosted 💻 | Team-ACE/ToolACE-2-8B |
| ToolACE-8B | Function Calling | Self-hosted 💻 | Team-ACE/ToolACE-8B |
| watt-tool-{8B,70B} | Function Calling | Self-hosted 💻 | watt-ai/watt-tool-{8B,70B} |
| xLAM-1b-fc-r | Function Calling | Self-hosted 💻 | Salesforce/xLAM-1b-fc-r |
| xLAM-7b-fc-r | Function Calling | Self-hosted 💻 | Salesforce/xLAM-7b-fc-r |
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2 changes: 1 addition & 1 deletion berkeley-function-call-leaderboard/bfcl/constants/eval_config.py
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"mistral-large-2407-FC",
"mistral-small-2402-FC",
"mistral-small-2402-FC",
"gemini-2.5-pro-exp-03-25-FC",
"gemini-2.0-flash-lite-001-FC",
"gemini-2.0-flash-001-FC",
"gemini-2.0-pro-exp-02-05-FC",
"meetkai/functionary-small-v3.1-FC",
"meetkai/functionary-small-v3.2-FC",
"meetkai/functionary-medium-v3.1-FC",
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32 changes: 16 additions & 16 deletions berkeley-function-call-leaderboard/bfcl/constants/model_metadata.py
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Expand Up @@ -366,6 +366,18 @@
"Fireworks",
"Apache 2.0",
],
"gemini-2.5-pro-exp-03-25-FC": [
"Gemini-2.5-Pro-Exp-03-25 (FC)",
"https://deepmind.google/technologies/gemini/pro/",
"Google",
"Proprietary",
],
"gemini-2.5-pro-exp-03-25": [
"Gemini-2.5-Pro-Exp-03-25 (Prompt)",
"https://deepmind.google/technologies/gemini/pro/",
"Google",
"Proprietary",
],
"gemini-2.0-flash-lite-001-FC": [
"Gemini-2.0-Flash-Lite-001 (FC)",
"https://deepmind.google/technologies/gemini/flash-lite/",
Expand All @@ -390,18 +402,6 @@
"Google",
"Proprietary",
],
"gemini-2.0-pro-exp-02-05-FC": [
"Gemini-2.0-Pro-Exp-02-05 (FC)",
"https://deepmind.google/technologies/gemini/pro/",
"Google",
"Proprietary",
],
"gemini-2.0-pro-exp-02-05": [
"Gemini-2.0-Pro-Exp-02-05 (Prompt)",
"https://deepmind.google/technologies/gemini/pro/",
"Google",
"Proprietary",
],
"gemini-2.0-flash-thinking-exp-01-21": [
"Gemini-2.0-Flash-Thinking-Exp-01-21 (Prompt)",
"https://deepmind.google/technologies/gemini/flash-thinking/",
Expand Down Expand Up @@ -997,12 +997,12 @@
"gpt-4-0613-FC": 30,
"gpt-3.5-turbo-0125": 0.5,
"gpt-3.5-turbo-0125-FC": 0.5,
"gemini-2.5-pro-exp-03-25": 0,
"gemini-2.5-pro-exp-03-25-FC": 0,
"gemini-2.0-flash-lite-001": 0.075,
"gemini-2.0-flash-lite-001-FC": 0.075,
"gemini-2.0-flash-001-FC": 0.15,
"gemini-2.0-flash-001": 0.15,
"gemini-2.0-pro-exp-02-05": 0,
"gemini-2.0-pro-exp-02-05-FC": 0,
"gemini-2.0-flash-thinking-exp-01-21": 0,
"databricks-dbrx-instruct": 2.25,
"command-r-plus-FC": 3,
Expand Down Expand Up @@ -1066,12 +1066,12 @@
"gpt-4-0613-FC": 60,
"gpt-3.5-turbo-0125": 1.5,
"gpt-3.5-turbo-0125-FC": 1.5,
"gemini-2.5-pro-exp-03-25": 0,
"gemini-2.5-pro-exp-03-25-FC": 0,
"gemini-2.0-flash-lite-001": 0.3,
"gemini-2.0-flash-lite-001-FC": 0.3,
"gemini-2.0-flash-001-FC": 0.6,
"gemini-2.0-flash-001": 0.6,
"gemini-2.0-pro-exp-02-05": 0,
"gemini-2.0-pro-exp-02-05-FC": 0,
"gemini-2.0-flash-thinking-exp-01-21": 0,
"databricks-dbrx-instruct": 6.75,
"command-r-plus-FC": 15,
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6 changes: 4 additions & 2 deletions berkeley-function-call-leaderboard/bfcl/model_handler/handler_map.py
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Expand Up @@ -86,8 +86,8 @@
"gemini-2.0-flash-lite-001": GeminiHandler,
"gemini-2.0-flash-001-FC": GeminiHandler,
"gemini-2.0-flash-001": GeminiHandler,
"gemini-2.0-pro-exp-02-05-FC": GeminiHandler,
"gemini-2.0-pro-exp-02-05": GeminiHandler,
"gemini-2.5-pro-exp-03-25-FC": GeminiHandler,
"gemini-2.5-pro-exp-03-25": GeminiHandler,
"gemini-2.0-flash-thinking-exp-01-21": GeminiHandler,
"meetkai/functionary-small-v3.1-FC": FunctionaryHandler,
"meetkai/functionary-medium-v3.1-FC": FunctionaryHandler,
Expand Down Expand Up @@ -208,6 +208,8 @@
# "claude-3-5-sonnet-20240620-FC": ClaudeHandler,
# "claude-3-haiku-20240307": ClaudeHandler,
# "claude-3-haiku-20240307-FC": ClaudeHandler,
# "gemini-2.0-pro-exp-02-05-FC": GeminiHandler,
# "gemini-2.0-pro-exp-02-05": GeminiHandler,
# "gemini-1.5-pro-002": GeminiHandler,
# "gemini-1.5-pro-002-FC": GeminiHandler,
# "gemini-1.5-pro-001": GeminiHandler,
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