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BASE_REPO_ID: google/paligemma-3b-mix-448
FINETUNED_MODEL_ID: brian-gordon/paligemma-3b-mix-448_DOCCI_CorruptionsV2-ALL-Ft-ALL
OUTPUT_DIR_PATH: /home/gordonbrian/ImageUnderstandingSprint/experiments
MAX_LENGTH: 1024
TRAIN_PARAMS:
N_EPOCHS: 5
BATCH_SIZE: 2
USE_IMAGES: true
FULL_FINETUNE: true
FINETUNE_LLM: true
FINETUNE_MM_PROJECTOR: true
FINETUNE_VISION_MODEL: true
GRADIENT_ACCUMULATION_STEPS: 2
DATA:
DOCCI:
IMG_DIR: /home/gordonbrian/ImageUnderstandingSprint/images/docci_images
TRAIN:
CORRUPTION_PROB: null
N_CORRUPTIONS: 1
CORRUPTION_TYPES:
- SWAP
- ADD
DATASETS:
- name: NewDOCCIDataset
csv_path: /home/gordonbrian/ImageUnderstandingSprint/data/DOCCI_V2_Corruptions_MultiTurn_With_Consistency_01Dec2024--train.csv
tasks:
- Annotation
- Text
- SxS_Paragraph
- SxS_Sentence
- VNLI_With_Context
- VNLI_Claims
EVAL:
CORRUPTION_PROB: null
N_CORRUPTIONS: 1
CORRUPTION_TYPES:
- SWAP
- ADD
DATASETS:
- name: NewDOCCIDataset
csv_path: /home/gordonbrian/ImageUnderstandingSprint/data/DOCCI_V2_Corruptions_MultiTurn_With_Consistency_01Dec2024--test.csv
tasks:
- VNLI_Claims
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