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[BFCL] Add ToolACE handler for BFCL-v3 #653

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merged 7 commits into from
Oct 5, 2024
Merged

[BFCL] Add ToolACE handler for BFCL-v3 #653

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bf1b973
Add ToolACE handler
XuHwang Sep 23, 2024
fcbada4
Merge branch 'main' into toolace
XuHwang Sep 26, 2024
1e777b6
Merge branch 'main' into toolace
XuHwang Sep 29, 2024
d625ca6
let toolace use llama handler; update change log
HuanzhiMao Oct 5, 2024
ac30ec8
Merge branch 'main' into toolace
HuanzhiMao Oct 5, 2024
b219044
update supported model list
HuanzhiMao Oct 5, 2024
9f45de0
Merge branch 'main' into toolace
HuanzhiMao Oct 5, 2024
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1 change: 1 addition & 0 deletions berkeley-function-call-leaderboard/CHANGELOG.md
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Expand Up @@ -2,6 +2,7 @@

All notable changes to the Berkeley Function Calling Leaderboard will be documented in this file.

- [Oct 4, 2024] [#653](https://github.com/ShishirPatil/gorilla/pull/653): Add new model `Team-ACE/ToolACE-8B` to the leaderboard.
- [Oct 4, 2024] [#671](https://github.com/ShishirPatil/gorilla/pull/671): Speed up locally-hosted model's inference process by parallelizing the inference requests.
- [Sept 27, 2024] [#640](https://github.com/ShishirPatil/gorilla/pull/640): Add the following new models to the leaderboard:
- `microsoft/Phi-3.5-mini-instruct`
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1 change: 1 addition & 0 deletions berkeley-function-call-leaderboard/README.md
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Expand Up @@ -186,6 +186,7 @@ Below is _a table of models we support_ to run our leaderboard evaluation agains
|ibm-granite/granite-20b-functioncalling 💻| Function Calling|
|yi-large-fc | Function Calling|
|MadeAgents/Hammer-7b 💻| Function Calling|
|Team-ACE/ToolACE-8B 💻| Function Calling|

Here {MODEL} 💻 means the model needs to be hosted locally and called by vllm, {MODEL} means the models that are called API calls. For models with a trailing `-FC`, it means that the model supports function-calling feature. You can check out the table summarizing feature supports among different models [here](https://gorilla.cs.berkeley.edu/blogs/8_berkeley_function_calling_leaderboard.html#prompt).

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7 changes: 7 additions & 0 deletions berkeley-function-call-leaderboard/bfcl/eval_checker/model_metadata.py
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Expand Up @@ -581,6 +581,12 @@
"Microsoft",
"MIT",
],
"Team-ACE/ToolACE-8B": [
"ToolACE-8B (FC)",
"https://huggingface.co/Team-ACE/ToolACE-8B",
"Huawei Noah & USTC",
"Apache-2.0",
],
}

INPUT_PRICE_PER_MILLION_TOKEN = {
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"Salesforce/xLAM-7b-r",
"Salesforce/xLAM-8x7b-r",
"Salesforce/xLAM-8x22b-r",
"Team-ACE/ToolACE-8B",
]
1 change: 1 addition & 0 deletions berkeley-function-call-leaderboard/bfcl/model_handler/handler_map.py
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Expand Up @@ -108,6 +108,7 @@
"ibm-granite/granite-20b-functioncalling": GraniteHandler,
# "MadeAgents/Hammer-7b": HammerHandler, # TODO: Update handler once they have a multi-turn format
"THUDM/glm-4-9b-chat": GLMHandler,
"Team-ACE/ToolACE-8B": LlamaHandler,

# Deprecated/outdated models, no longer on the leaderboard
# "gorilla-openfunctions-v0": GorillaHandler,
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