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# Copyright (c) 2022, salesforce.com, inc.
# All rights reserved.
# SPDX-License-Identifier: BSD-3-Clause
# For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
# Bleu_1: 0.832
# Bleu_2: 0.691
# Bleu_3: 0.556
# Bleu_4: 0.438
# METEOR: 0.317
# ROUGE_L: 0.620
# CIDEr: 1.461
# SPICE: 0.252
model:
arch: blip2_opt
model_type: caption_coco_opt2.7b
use_grad_checkpoint: False
datasets:
coco_caption: # name of the dataset builder
vis_processor:
eval:
name: "blip_image_eval"
image_size: 364
text_processor:
eval:
name: "blip_caption"
# build_info:
# images:
# storage: '/export/share/datasets/vision/coco/images/'
run:
task: captioning
# optimizer
batch_size_train: 32
batch_size_eval: 16
num_workers: 4
max_len: 30
min_len: 8
num_beams: 5
seed: 42
output_dir: "output/BLIP2/Caption_coco_opt2.7b"
evaluate: True
test_splits: ["test"]
device: "cuda"
world_size: 1
dist_url: "env://"
distributed: True
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