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Integrate turbomind inference via its RPC API instead of its python API #414

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merged 5 commits into from
Oct 7, 2023

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@lvhan028 lvhan028 commented Sep 19, 2023

Thanks for your contribution and we appreciate it a lot. The following instructions would make your pull request more healthy and more easily get feedback. If you do not understand some items, don't worry, just make the pull request and seek help from maintainers.

Motivation

Fix #363

Modification

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configs/eval_internlm_chat_7b_turbomind.py Outdated Show resolved Hide resolved
docs/en/advanced_guides/evaluation_turbomind.md Outdated Show resolved Hide resolved
@gaotongxiao gaotongxiao merged commit 6738247 into open-compass:main Oct 7, 2023
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\*\*Note: \*\*In the implementation of turbomind, inference is "persistent". The "destroy" operation can lead to unexpected issues. Therefore, we temporarily use service interfaces for model evaluation. And we will integrate the Python API to OpenCompass when turbomind supports "destroy".
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This PR makes the usage of LMDeploly with OpenCompass become harder. In the case when users want to use slurm to test models in a large scale, we need to launch the service and set the IP address manually.
Could we launch the service internlly when the Turbomind model is initialized, so that the usage is the same as before?

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Sure. We'll integrate turbmind python API to opencompass soon

liushz pushed a commit to liushz/opencompass that referenced this pull request Nov 27, 2023
…PI (open-compass#414)

* support tis

* integrate turbomind inference via its RPC API instead of its python API

* update guide

* update ip address spec

* update according to reviewer's comments
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[Bug] How can I evaluate Llama2-7b-chat-hf in turbomind style?
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