Abhi/llava next sp

[abhinavg4]

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beep boop 🤖: 🚨 The following files must be fixed before merge!

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Your code was analyzed with PyLint. The following annotations have been identified:

************* Module nemo.collections.vlm.llava_next.data.sample
nemo/collections/vlm/llava_next/data/sample.py:2:0: W0611: Unused Dict imported from typing (unused-import)
nemo/collections/vlm/llava_next/data/sample.py:2:0: W0611: Unused Tuple imported from typing (unused-import)
nemo/collections/vlm/llava_next/data/sample.py:6:0: W0611: Unused VQASample imported from megatron.energon (unused-import)
nemo/collections/vlm/llava_next/data/sample.py:6:0: W0611: Unused batch_list imported from megatron.energon (unused-import)
nemo/collections/vlm/llava_next/data/sample.py:6:0: W0611: Unused batch_pad_stack imported from megatron.energon (unused-import)
nemo/collections/vlm/llava_next/data/sample.py:7:0: W0611: Unused pad_sequence imported from torch.nn.utils.rnn (unused-import)
nemo/collections/vlm/llava_next/data/sample.py:9:0: W0611: Unused MultiModalSampleConfig imported from nemo.collections.multimodal.data.energon.config (unused-import)
nemo/collections/vlm/llava_next/data/sample.py:10:0: W0611: Unused SampleEncoder imported from nemo.collections.multimodal.data.energon.sample_encoder (unused-import)
nemo/collections/vlm/llava_next/data/sample.py:10:0: W0611: Unused VQASampleEncoder imported from nemo.collections.multimodal.data.energon.sample_encoder (unused-import)
nemo/collections/vlm/llava_next/data/sample.py:11:0: W0611: Unused MultiModalTaskEncoder imported from nemo.collections.multimodal.data.energon.task_encoder (unused-import)
nemo/collections/vlm/llava_next/data/sample.py:12:0: W0611: Unused logging imported from nemo.utils (unused-import)
************* Module nemo.collections.vlm.llava_next.data.task_encoder
nemo/collections/vlm/llava_next/data/task_encoder.py:179:0: C0301: Line too long (225/119) (line-too-long)
nemo/collections/vlm/llava_next/data/task_encoder.py:271:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/vlm/llava_next/data/task_encoder.py:1:0: W0611: Unused dataclass imported from dataclasses (unused-import)
nemo/collections/vlm/llava_next/data/task_encoder.py:1:0: W0611: Unused field imported from dataclasses (unused-import)
nemo/collections/vlm/llava_next/data/task_encoder.py:2:0: W0611: Unused Optional imported from typing (unused-import)
nemo/collections/vlm/llava_next/data/task_encoder.py:9:0: W0611: Unused ImageTextRawBatch imported from nemo.collections.multimodal.data.energon.config (unused-import)
nemo/collections/vlm/llava_next/data/task_encoder.py:9:0: W0611: Unused ImageTextSample imported from nemo.collections.multimodal.data.energon.config (unused-import)
nemo/collections/vlm/llava_next/data/task_encoder.py:10:0: W0611: Unused VQASampleEncoder imported from nemo.collections.multimodal.data.energon.sample_encoder (unused-import)
************* Module nemo.collections.vlm.llava_next.data.vqa_sample_encoder
nemo/collections/vlm/llava_next/data/vqa_sample_encoder.py:1:0: W0611: Unused dataclass imported from dataclasses (unused-import)
nemo/collections/vlm/llava_next/data/vqa_sample_encoder.py:1:0: W0611: Unused field imported from dataclasses (unused-import)
nemo/collections/vlm/llava_next/data/vqa_sample_encoder.py:2:0: W0611: Unused Dict imported from typing (unused-import)
nemo/collections/vlm/llava_next/data/vqa_sample_encoder.py:2:0: W0611: Unused List imported from typing (unused-import)
nemo/collections/vlm/llava_next/data/vqa_sample_encoder.py:2:0: W0611: Unused Optional imported from typing (unused-import)
nemo/collections/vlm/llava_next/data/vqa_sample_encoder.py:5:0: W0611: Unused batch_list imported from megatron.energon (unused-import)
nemo/collections/vlm/llava_next/data/vqa_sample_encoder.py:5:0: W0611: Unused batch_pad_stack imported from megatron.energon (unused-import)
nemo/collections/vlm/llava_next/data/vqa_sample_encoder.py:6:0: W0611: Unused pad_sequence imported from torch.nn.utils.rnn (unused-import)
nemo/collections/vlm/llava_next/data/vqa_sample_encoder.py:8:0: W0611: Unused ImageTextRawBatch imported from nemo.collections.multimodal.data.energon.config (unused-import)
nemo/collections/vlm/llava_next/data/vqa_sample_encoder.py:8:0: W0611: Unused ImageTextSample imported from nemo.collections.multimodal.data.energon.config (unused-import)
nemo/collections/vlm/llava_next/data/vqa_sample_encoder.py:9:0: W0611: Unused SampleEncoder imported from nemo.collections.multimodal.data.energon.sample_encoder (unused-import)
nemo/collections/vlm/llava_next/data/vqa_sample_encoder.py:10:0: W0611: Unused MultiModalTaskEncoder imported from nemo.collections.multimodal.data.energon.task_encoder (unused-import)
nemo/collections/vlm/llava_next/data/vqa_sample_encoder.py:11:0: W0611: Unused LlavaNextTextRawBatch imported from nemo.collections.vlm.llava_next.data.sample (unused-import)
************* Module scripts.vlm.llava_next_pretrain
scripts/vlm/llava_next_pretrain.py:26:0: W0611: Unused import pdb (unused-import)

-----------------------------------
Your code has been rated at 9.48/10

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