Add Hermes-2-Pro function calling example with JSON schema #390
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CharlieFRuan
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CharlieFRuan
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### Changes Main changes include: - New model `Hermes-2-Pro-Mistral-7B` in `prebuiltAppConfig` via: - #390 - Various `index.js` and `index.js.map` post-processings to resolve frontend compatibility issues with `require()` and `perf_hoooks` - #397 - #406 - Catch WebGPU OOM error upon `reload()` and `CreateEngine()`: - #402 - Service Worker support (in addition to Extension Service Worker): - #395 - #400 - #401 ### WASM Version v0_2_34 as no change is required. ### TVMjs TVMjs compiled at apache/tvm@a5862a5, with only one change in `tvm/web`: apache/tvm#17005
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…c-ai#390) This PR adds a function calling example with JSON schema, using Hermes-2-Pro-Mistral-7B model. The system prompt is adapted from: https://github.com/NousResearch/Hermes-Function-Calling/blob/main/prompt_assets/sys_prompt.yml#L29 Query: ``` What is the current weather in celsius in Pittsburgh and Tokyo? ``` Output JSON schema: ``` const T = Type.Object({ tool_calls: Type.Array( Type.Object({ arguments: Type.Any(), name: Type.String(), }) ) }); ``` Generated output: ``` {"tool_calls": [{"arguments": {"location": "Pittsburgh, PA", "unit": "celsius"}, "name": "get_current_weather"}, {"arguments": {"location": "Tokyo, Japan", "unit": "celsius"}, "name": "get_current_weather"}]} ```
atebites-hub
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### Changes Main changes include: - New model `Hermes-2-Pro-Mistral-7B` in `prebuiltAppConfig` via: - mlc-ai#390 - Various `index.js` and `index.js.map` post-processings to resolve frontend compatibility issues with `require()` and `perf_hoooks` - mlc-ai#397 - mlc-ai#406 - Catch WebGPU OOM error upon `reload()` and `CreateEngine()`: - mlc-ai#402 - Service Worker support (in addition to Extension Service Worker): - mlc-ai#395 - mlc-ai#400 - mlc-ai#401 ### WASM Version v0_2_34 as no change is required. ### TVMjs TVMjs compiled at apache/tvm@a5862a5, with only one change in `tvm/web`: apache/tvm#17005
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This PR adds a function calling example with JSON schema, using Hermes-2-Pro-Mistral-7B model.
The system prompt is adapted from: https://github.com/NousResearch/Hermes-Function-Calling/blob/main/prompt_assets/sys_prompt.yml#L29
Query:
Output JSON schema:
Generated output: