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Add video-llama LVM microservice under lvms #2

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@BaoHuiling BaoHuiling commented Aug 10, 2024

Description

Add support for video-llama LVM, this allow us to summarize video with LLM. Used for MMRAG VideoRAGQnA use case

Issues

List the issue or RFC link this PR is working on. If there is no such link, please mark it as n/a.

Type of change

List the type of change like below. Please delete options that are not relevant.

  • Bug fix (non-breaking change which fixes an issue)
  • New feature (non-breaking change which adds new functionality)
  • Breaking change (fix or feature that would break existing design and interface)
  • Others (enhancement, documentation, validation, etc.)

Dependencies

python:3.9-slim git git-lfs faiss-cpu sentencepiece pandas Pillow prometheus_fastapi_instrumentator ftfy decord einops iopath omegaconf opencv-python-headless timm torch torchaudio langchain-core transformers webdataset pytorchvideo DAMO-NLP-SG/Video-LLaMA DAMO-NLP-SG/Video-LLaMA-2-7B-Finetuned

Tests

Describe the tests that you ran to verify your changes.
https://github.com/siddhivelankar23/GenAIComps/blob/huiling-lvm/tests/test_lvms_video-llama.sh: build, start, validate, clean the microservice

@BaoHuiling
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@tileintel Please help to review the code. Thanks.

@BaoHuiling BaoHuiling force-pushed the huiling-lvm branch 3 times, most recently from 461cfa8 to 0574132 Compare August 15, 2024 10:16
BaoHuiling and others added 19 commits August 15, 2024 19:04
Signed-off-by: BaoHuiling <[email protected]>
Signed-off-by: BaoHuiling <[email protected]>
Signed-off-by: BaoHuiling <[email protected]>
Signed-off-by: BaoHuiling <[email protected]>
Signed-off-by: BaoHuiling <[email protected]>
Signed-off-by: BaoHuiling <[email protected]>
Signed-off-by: BaoHuiling <[email protected]>
Signed-off-by: BaoHuiling <[email protected]>
Signed-off-by: BaoHuiling <[email protected]>
Signed-off-by: BaoHuiling <[email protected]>
Signed-off-by: BaoHuiling <[email protected]>
Signed-off-by: BaoHuiling <[email protected]>
Signed-off-by: BaoHuiling <[email protected]>
Signed-off-by: BaoHuiling <[email protected]>
Signed-off-by: BaoHuiling <[email protected]>
BaoHuiling and others added 20 commits August 16, 2024 12:05
Signed-off-by: BaoHuiling <[email protected]>
Signed-off-by: BaoHuiling <[email protected]>
Signed-off-by: BaoHuiling <[email protected]>
This file use ```log  but there's no such syntax highlight language.
Leave it empty instead.

Signed-off-by: David B. Kinder <[email protected]>
Co-authored-by: Abolfazl Shahbazi <[email protected]>
Only one H1 heading (first for the title) allowed.

Signed-off-by: David B. Kinder <[email protected]>
Co-authored-by: chen, suyue <[email protected]>
* update wf

Signed-off-by: chensuyue <[email protected]>

* for test

Signed-off-by: chensuyue <[email protected]>

* remove test code

Signed-off-by: chensuyue <[email protected]>

---------

Signed-off-by: chensuyue <[email protected]>
Signed-off-by: BaoHuiling <[email protected]>
Signed-off-by: BaoHuiling <[email protected]>
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9 participants