Can use Lora+base model. but for merging Lora+base is error

[hellangleZ]

Lora+base is working good

When merge

(/data2/llava-phi) root@A100:/data2/LLaVA-pp# python -m llava.serve.model_worker --host 0.0.0.0 --controller http://localhost:10000 --port 40000 --worker http://localhost:40000 --model-path /data2/phi3-vlm3 2024-05-05 10:36:00 | INFO | model_worker | args: Namespace(host='0.0.0.0', port=40000, worker_address='http://localhost:40000', controller_address='http://localhost:10000', model_path='/data2/phi3-vlm3', model_base=None, model_name=None, device='cuda', multi_modal=False, limit_model_concurrency=5, stream_interval=1, no_register=False, load_8bit=False, load_4bit=False, use_flash_attn=False) 2024-05-05 10:36:00 | INFO | model_worker | Loading the model phi3-vlm3 on worker c734db ... Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained. Loading checkpoint shards: 0%| | 0/2 [00:00<?, ?it/s] Loading checkpoint shards: 50%|ΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖ? | 1/2 [00:00<00:00, 1.38it/s] Loading checkpoint shards: 100%|ΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖ| 2/2 [00:01<00:00, 1.97it/s] Loading checkpoint shards: 100%|ΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖΖ| 2/2 [00:01<00:00, 1.85it/s] 2024-05-05 10:36:07 | ERROR | stderr | Some weights of the model checkpoint at /data2/phi3-vlm3 were not used when initializing LlavaPhiForCausalLM: ['model.vision_tower.vision_tower.vision_model.embeddings.class_embedding', 'model.vision_tower.vision_tower.vision_model.embeddings.patch_embedding.weight', 'model.vision_tower.vision_tower.vision_model.embeddings.position_embedding.weight', 'model.vision_tower.vision_tower.vision_model.encoder.layers.0.layer_norm1.bias', 'model.vision_tower.vision_tower.vision_model.encoder.layers.0.layer_norm1.weight', 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• This IS expected if you are initializing LlavaPhiForCausalLM from the checkpoint of a model trained on another task or with another architecture (e.g. initializing a BertForSequenceClassification model from a BertForPreTraining model).
• This IS NOT expected if you are initializing LlavaPhiForCausalLM from the checkpoint of a model that you expect to be exactly identical (initializing a BertForSequenceClassification model from a BertForSequenceClassification model). 2024-05-05 10:36:07 | INFO | model_worker | Register to controller 2024-05-05 10:36:07 | ERROR | stderr | INFO: Started server process [7571] 2024-05-05 10:36:07 | ERROR | stderr | INFO: Waiting for application startup. 2024-05-05 10:36:07 | ERROR | stderr | INFO: Application startup complete. 2024-05-05 10:36:07 | ERROR | stderr | INFO: Uvicorn running on http://0.0.0.0:40000 (Press CTRL+C to quit) 2024-05-05 10:36:19 | INFO | stdout | INFO: 127.0.0.1:51532 - "POST /worker_get_status HTTP/1.1" 200 OK 2024-05-05 10:36:22 | INFO | model_worker | Send heart beat. Models: ['phi3-vlm3']. Semaphore: None. global_counter: 0 2024-05-05 10:36:25 | INFO | model_worker | Send heart beat. Models: ['phi3-vlm3']. Semaphore: Semaphore(value=4, locked=False). global_counter: 1 2024-05-05 10:36:25 | INFO | stdout | INFO: 127.0.0.1:36292 - "POST /worker_generate_stream HTTP/1.1" 200 OK ../aten/src/ATen/native/cuda/Indexing.cu:1289: indexSelectLargeIndex: block: [854,0,0], thread: [32,0,0] Assertion srcIndex < srcSelectDimSize failed. ../aten/src/ATen/native/cuda/Indexing.cu:1289: indexSelectLargeIndex: block: [854,0,0], thread: [33,0,0] Assertion srcIndex < srcSelectDimSize failed. ../aten/src/ATen/native/cuda/Indexing.cu:1289: indexSelectLargeIndex: block: [854,0,0], thread: [34,0,0] Assertion srcIndex < srcSelectDimSize failed. ../aten/src/ATen/native/cuda/Indexing.cu:1289: indexSelectLargeIndex: block: [854,0,0], thread: [35,0,0] Assertion srcIndex < srcSelectDimSize failed. ../aten/src/ATen/native/cuda/Indexing.cu:1289: indexSelectLargeIndex: block: [854,0,0], thread: [36,0,0] Assertion srcIndex < srcSelectDimSize failed. ../aten/src/ATen/native/cuda/Indexing.cu:1289: indexSelectLargeIndex: block: [854,0,0], thread: [37,0,0] Assertion srcIndex < srcSelectDimSize failed. ../aten/src/ATen/native/cuda/Indexing.cu:1289: indexSelectLargeIndex: block: [854,0,0], thread: [38,0,0] Assertion srcIndex < srcSelectDimSize failed. ../aten/src/ATen/native/cuda/Indexing.cu:1289: indexSelectLargeIndex: block: [854,0,0], thread: [39,0,0] Assertion srcIndex < srcSelectDimSize failed. ../aten/src/ATen/native/cuda/Indexing.cu:1289: indexSelectLargeIndex: block: [854,0,0], thread: [40,0,0] Assertion srcIndex < srcSelectDimSize failed. ../aten/src/ATen/native/cuda/Indexing.cu:1289: indexSelectLargeIndex: block: [854,0,0], thread: [41,0,0] Assertion srcIndex < srcSelectDimSize failed. ../aten/src/ATen/native/cuda/Indexing.cu:1289: indexSelectLargeIndex: block: [854,0,0], thread: [42,0,0] Assertion srcIndex < srcSelectDimSize failed. ../aten/src/ATen/native/cuda/Indexing.cu:1289: indexSelectLargeIndex: block: [854,0,0], thread: [43,0,0] Assertion srcIndex < srcSelectDimSize failed. ../aten/src/ATen/native/cuda/Indexing.cu:1289: indexSelectLargeIndex: block: [854,0,0], thread: [44,0,0] Assertion srcIndex < srcSelectDimSize failed. ../aten/src/ATen/native/cuda/Indexing.cu:1289: indexSelectLargeIndex: block: [854,0,0], thread: [45,0,0] Assertion srcIndex < srcSelectDimSize failed. ../aten/src/ATen/native/cuda/Indexing.cu:1289: indexSelectLargeIndex: block: [854,0,0], thread: [46,0,0] Assertion srcIndex < srcSelectDimSize failed. ../aten/src/ATen/native/cuda/Indexing.cu:1289: indexSelectLargeIndex: block: [854,0,0], thread: [47,0,0] Assertion srcIndex < srcSelectDimSize failed. ../aten/src/ATen/native/cuda/Indexing.cu:1289: indexSelectLargeIndex: block: [854,0,0], thread: [48,0,0] Assertion srcIndex < srcSelectDimSize failed. ../aten/src/ATen/native/cuda/Indexing.cu:1289: indexSelectLargeIndex: block: [854,0,0], thread: [49,0,0] Assertion srcIndex < srcSelectDimSize failed. ../aten/src/ATen/native/cuda/Indexing.cu:1289: indexSelectLargeIndex: block: [854,0,0], thread: [50,0,0] Assertion srcIndex < srcSelectDimSize failed. ../aten/src/ATen/native/cuda/Indexing.cu:1289: indexSelectLargeIndex: block: [854,0,0], thread: [51,0,0] Assertion srcIndex < srcSelectDimSize failed. ../aten/src/ATen/native/cuda/Indexing.cu:1289: indexSelectLargeIndex: block: [854,0,0], thread: [52,0,0] Assertion srcIndex < srcSelectDimSize failed. ../aten/src/ATen/native/cuda/Indexing.cu:1289: indexSelectLargeIndex: block: [854,0,0], thread: [53,0,0] Assertion srcIndex < srcSelectDimSize failed. ../aten/src/ATen/native/cuda/Indexing.cu:1289: indexSelectLargeIndex: block: [854,0,0], thread: [54,0,0] Assertion srcIndex < srcSelectDimSize failed. ../aten/src/ATen/native/cuda/Indexing.cu:1289: indexSelectLargeIndex: block: [854,0,0], thread: [55,0,0] Assertion srcIndex < srcSelectDimSize failed. ../aten/src/ATen/native/cuda/Indexing.cu:1289: indexSelectLargeIndex: block: [854,0,0], thread: [56,0,0] Assertion srcIndex < srcSelectDimSize failed. 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