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README.md

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+---
+license: apache-2.0
+language:
+- ur
+tags:
+- ocr
+- urdu
+- vision
+- unsloth
+base_model: unsloth/DeepSeek-OCR
+---
+
+# Urdu OCR Model - اردو او سی آر
+
+Fine-tuned DeepSeek-OCR model for Urdu text recognition.
+
+## Model Description
+
+This model is fine-tuned on Urdu text images for optical character recognition (OCR) tasks.
+
+## Usage
+
+```python
+from unsloth import FastVisionModel
+from transformers import AutoModel
+
+model, tokenizer = FastVisionModel.from_pretrained(
+    "nomypython/urdu-ocr-deepseek",
+    load_in_4bit=True,
+    auto_model=AutoModel,
+    trust_remote_code=True,
+)
+
+FastVisionModel.for_inference(model)
+
+result = model.infer(
+    tokenizer,
+    prompt="<image>\nExtract Urdu text from this image:",
+    image_file="your_image.png",
+    image_size=640,
+    base_size=640,
+    crop_mode=False,
+)
+
+print(result)
+```
+
+## Training Details
+
+- Base Model: DeepSeek-OCR
+- Fine-tuned for: Urdu OCR
+- Framework: Unsloth
+- LoRA Rank: 16
+
+## Intended Use
+
+Extract Urdu text from images containing printed or handwritten text.

adapter_config.json

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+{
+  "alora_invocation_tokens": null,
+  "alpha_pattern": {},
+  "arrow_config": null,
+  "auto_mapping": {
+    "base_model_class": "DeepseekOCRForCausalLM",
+    "parent_library": "transformers_modules.deepseek_ocr.modeling_deepseekocr",
+    "unsloth_fixed": true
+  },
+  "base_model_name_or_path": "unsloth/DeepSeek-OCR",
+  "bias": "none",
+  "corda_config": null,
+  "ensure_weight_tying": false,
+  "eva_config": null,
+  "exclude_modules": null,
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": true,
+  "layer_replication": null,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 32,
+  "lora_bias": false,
+  "lora_dropout": 0.05,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "peft_version": "0.18.0",
+  "qalora_group_size": 16,
+  "r": 16,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "o_proj",
+    "v_proj",
+    "k_proj",
+    "down_proj",
+    "up_proj",
+    "q_proj",
+    "gate_proj"
+  ],
+  "target_parameters": null,
+  "task_type": "CAUSAL_LM",
+  "trainable_token_indices": null,
+  "use_dora": false,
+  "use_qalora": false,
+  "use_rslora": true
+}

adapter_model.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:f897b4aed5867407db8b56402da25696299162d1729ce0bd06605d28a2a5645a
+size 310662536

special_tokens_map.json

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+{
+  "additional_special_tokens": [
+    "<|User|>",
+    "<|Assistant|>"
+  ],
+  "bos_token": {
+    "content": "<｜begin▁of▁sentence｜>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "<｜end▁of▁sentence｜>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": {
+    "content": "<｜▁pad▁｜>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
+}