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README.md

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+# LoRA Adapter Model
+
+This is a LoRA adapter model fine-tuned on llava-hf/llava-1.5-7b-hf.
+
+## Model Details
+- Base Model: llava-hf/llava-1.5-7b-hf
+- Training Parameters:
+  - Learning Rate: N/A
+  - Batch Size: N/A
+  - Training Steps: N/A
+
+## Usage
+
+```python
+from transformers import LlavaForConditionalGeneration, AutoProcessor
+from peft import PeftModel
+import torch
+
+# Load base model
+base_model = LlavaForConditionalGeneration.from_pretrained(
+    "llava-hf/llava-1.5-7b-hf",
+    revision='a272c74',
+    torch_dtype=torch.float16,
+    device_map="auto"
+)
+tokenizer = AutoProcessor.from_pretrained("llava-hf/llava-1.5-7b-hf", revision='a272c74')
+
+# Load LoRA adapter
+model = PeftModel.from_pretrained(
+    base_model,
+    "Dipto084/RepLLaVA4",
+    torch_dtype=torch.float16,
+    device_map="auto"
+)
+```