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README.md

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+---
+license: apache-2.0
+base_model: openbmb/MiniCPM-V-4_5
+tags:
+  - vision
+  - schematic
+  - merged
+---
+
+# MiniCPM-V-4.5 (merged, schematic fine-tuned)
+
+Full merged model (base + LoRA) for **openbmb/MiniCPM-V-4_5**, fine-tuned on PCB/schematic image descriptions. BF16.
+
+## Load
+
+```python
+from transformers import AutoModel, AutoTokenizer, AutoProcessor
+
+model = AutoModel.from_pretrained("foundation-models/minicpm-v-4.5-schematic-merged", trust_remote_code=True, torch_dtype="bfloat16")
+tokenizer = AutoTokenizer.from_pretrained("foundation-models/minicpm-v-4.5-schematic-merged", trust_remote_code=True)
+processor = AutoProcessor.from_pretrained("foundation-models/minicpm-v-4.5-schematic-merged", trust_remote_code=True)
+```
+
+## LoRA adapter
+
+To use the adapter only: [foundation-models/minicpm-v-4.5-schematic-lora](https://huggingface.co/foundation-models/minicpm-v-4.5-schematic-lora).