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Adds VLM Training support to SFTTrainer + VSFT script #1518

Merged
merged 23 commits into from
Apr 11, 2024
Merged

Adds VLM Training support to SFTTrainer + VSFT script #1518

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43b78e2
adds option to skip dataset preparation in SFTTrainer
edbeeching Apr 10, 2024
d98b66d
before changing the template
edbeeching Apr 10, 2024
142727a
adds support for new schema
edbeeching Apr 10, 2024
c683d89
a few fixes to data collator to support new schema
edbeeching Apr 10, 2024
4c0457d
updates args
edbeeching Apr 10, 2024
2bec041
precommit
edbeeching Apr 10, 2024
57d1ad8
adds sys prompt to chat template and other fixes
edbeeching Apr 11, 2024
26f84e8
updates template, fixes collator for multiple images
edbeeching Apr 11, 2024
2e7ad90
precommit
edbeeching Apr 11, 2024
8a55580
rename vsft to vstf_llava
edbeeching Apr 11, 2024
9d4d732
adding integration tests
edbeeching Apr 11, 2024
c6a7c6f
adds integration test for vsft
edbeeching Apr 11, 2024
798799a
precommit
edbeeching Apr 11, 2024
c65c43d
adds back chat template
edbeeching Apr 11, 2024
dad4eda
docs
edbeeching Apr 11, 2024
89e268e
typo
edbeeching Apr 11, 2024
1d81cc8
adds eval, precommit
edbeeching Apr 11, 2024
35dd6a3
adds peft launch args
edbeeching Apr 11, 2024
46acce9
Merge branch 'main' into vlm-sft-support
edbeeching Apr 11, 2024
09fe59c
Merge branch 'main' into vlm-sft-support
edbeeching Apr 11, 2024
da06efa
formatting
edbeeching Apr 11, 2024
36f942a
fixes no deps tests by checking if PIL lib exists
edbeeching Apr 11, 2024
9c1bf9a
Update __init__.py
younesbelkada Apr 11, 2024
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adds peft launch args
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@edbeeching
edbeeching committed Apr 11, 2024
commit 35dd6a3f3814db25e072a918aa60ba25bd73341d
5 changes: 3 additions & 2 deletions examples/scripts/vsft_llava.py
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Expand Up @@ -46,9 +46,10 @@
--torch_dtype=float16 \
--fp16=True \
--dataset_name=HuggingFaceH4/llava-instruct-mix-vsft \
--use_peft \
--use_peft=True \
--lora_r=64 \
--lora_alpha=16
--lora_alpha=16 \
--lora_target_modules=all-linear"

# evaluation:

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