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Add AWQ Quantization for Blip-2 - #5

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Vincent-La wants to merge 49 commits into

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vincent_awq

Open

Add AWQ Quantization for Blip-2#5
Vincent-La wants to merge 49 commits into
mainfrom
vincent_awq

Commits on Feb 23, 2025
- Add VQAv2 pipeline
  FoundedNahte
  committed
  42e5c25
- Fix distributed inference bugs
  FoundedNahte
  committed
  381166f
- Code cleanup
  FoundedNahte
  committed
  a9b7476
- Added slurm script for vqa
  FoundedNahte
  committed
  a545825
- Dataset trimming error handling and more cleanup
  FoundedNahte
  committed
  344e7e9
- Added removal of duplicate answers in VQA results
  FoundedNahte
  committed
  7b6c361
- Added command line arguments to vqav2 eval script
  FoundedNahte
  committed
  86b9b85
- Matched inference parameters to LAVIS repo
  FoundedNahte
  committed
  620350a
- Update VQAv2 slurm script
  FoundedNahte
  committed
  87ef245
Commits on May 3, 2025
- Updated VQAv2 metric code and other pipeline fixes
  FoundedNahte
  committed
  2027202
- Updated VQA demo notebook
  FoundedNahte
  committed
  35e0409
- Fix VQA demo notebook
  FoundedNahte
  committed
  b96c4b8
Commits on May 4, 2025
- Added GQA task
  FoundedNahte
  committed
  0e030b0
Commits on May 5, 2025
- Updated vqa_tools
  FoundedNahte
  committed
  9eb6870
Commits on May 6, 2025
- add forward hooks
  Vincent-La
  committed
  d7d1c08
- notebook edits to start organizing things into classes
  Vincent-La
  committed
  0dfce5e
- progress on computing scales
  Vincent-La
  committed
  557be67
- restructure to gather first inputs for each group of layers
  Vincent-La
  committed
  cafa9c6
- group modules within layer to compute scaling for
  Vincent-La
  committed
  a76e7d9
- compute scales
  Vincent-La
  committed
  55de279
- apply scaling to modules and prev_op
  Vincent-La
  committed
  96c5f47
- sample awq captions versus full precision
  Vincent-La
  committed
  dce8cad
- start formalizing awq, split out to appropriate files
  Vincent-La
  committed
  c4eb04a
- support for awq qformer modules
  Vincent-La
  committed
  77b4e32
- file cleanup + commenting
  Vincent-La
  committed
  5b1036f
- start demo notebook
  Vincent-La
  committed
  dcfd05a
- Updated files + gptq code
  
  gautomdas
  authored and
  Vincent-La
  committed
  3f7ffce
- add forward hooks
  Vincent-La
  committed
  f8f57ff
- tidy up awq_demo and awq config support
  Vincent-La
  committed
  eb64390
- start work on Blip2ForImageTextRetrieval AWQ
  Vincent-La
  committed
  cdc83ed
- awq refactoring
  Vincent-La
  committed
  5d71459
- update awq demo notebook + clean up quantizer.py
  Vincent-La
  committed
  1b277bd
- add model size computation
  Vincent-La
  committed
  65449aa
- awq run script and config generation
  Vincent-La
  committed
  0c3678c
- modify run scripts
  Vincent-La
  committed
  2653e7a
- awq results postprocessing
  Vincent-La
  committed
  7a98719
- awq retrieval 3d plot
  Vincent-La
  committed
  ba893db
- modify legend
  Vincent-La
  committed
  d1ac461
- captioning plot
  Vincent-La
  committed
  19da2f7
- change info-retrieval model id and img_transform
  Vincent-La
  committed
  fdbfe15
- update info-retrieval results to use correct model
  Vincent-La
  committed
  029a321
- awq results csv files
  Vincent-La
  committed
  b5e3cbb
- update captioning csv results to make file size smaller
  Vincent-La
  committed
  7ed3f46
- combined awq gptq plot
  Vincent-La
  committed
  0a5e240
- llava awq quantizer base class
  Vincent-La
  committed
  57a486f
- awq for Llava model
  Vincent-La
  committed
  ae318a5
- gptq for llava
  Vincent-La
  committed
  798087b
Commits on May 8, 2025
- awq + gptq run files for llava
  Vincent-La
  committed
  2f48173
Commits on May 14, 2025
- file cleanup
  Vincent-La
  committed
  6fe553c

Commits

Commits on Feb 23, 2025

Commits on May 3, 2025

Commits on May 4, 2025

Commits on May 5, 2025

Commits on May 6, 2025

Commits on May 8, 2025

Commits on May 14, 2025