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example for audio caption using SLAM-LLM #54

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What does this PR do?

Fixes # (issue)

Feature/Issue validation/testing

Please describe the tests that you ran to verify your changes and relevant result summary. Provide instructions so it can be reproduced.
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Thanks for contributing 🎉!

We only train the linear projector in this recipe. We use [EAT](https://github.com/cwx-worst-one/EAT) and [BEATs](https://github.com/microsoft/unilm/tree/master/beats) as the main audio encoder for SLAM-AAC. Be sure to set up the corresponding environments based on the instructions provided in each repository.
Audio Encoder | Projector | LLM | SPIDEr
|---|---|---|---|
[EAT-base (fine-tuned)](https://drive.google.com/file/d/1aCYiQmoZv_Gh1FxnR-CCWpNAp6DIJzn6/view?usp=sharing) | Linear(~18.88M) | [vicuna-7b-v1.5](https://huggingface.co/lmsys/vicuna-7b-v1.5) | 0.4692
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add more metrics bedsides SPIDEr

We only train the linear projector in this recipe. We use [EAT](https://github.com/cwx-worst-one/EAT) and [BEATs](https://github.com/microsoft/unilm/tree/master/beats) as the main audio encoder for SLAM-AAC. Be sure to set up the corresponding environments based on the instructions provided in each repository.
Audio Encoder | Projector | LLM | SPIDEr
|---|---|---|---|
[EAT-base (fine-tuned)](https://drive.google.com/file/d/1aCYiQmoZv_Gh1FxnR-CCWpNAp6DIJzn6/view?usp=sharing) | Linear(~18.88M) | [vicuna-7b-v1.5](https://huggingface.co/lmsys/vicuna-7b-v1.5) | 0.4692
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add projector weights on google drive

@@ -0,0 +1,126 @@

model_config:
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use python config

@ddlBoJack ddlBoJack closed this Apr 27, 2024
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2 participants