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README.md

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+---
+language:
+- ml
+- en
+base_model: Qwen/Qwen3-8B
+library_name: transformers
+pipeline_tag: text-generation
+tags:
+- malayalam
+- text-generation
+- lora
+- merged
+license: apache-2.0
+---
+
+# Delphermes-8B
+
+This is a merged LoRA model based on Qwen/Qwen3-8B, fine-tuned for Malayalam language tasks.
+
+## Model Details
+
+- **Base Model**: Qwen/Qwen3-8B
+- **Language**: Malayalam (ml), English (en)
+- **Type**: Merged LoRA model
+- **Library**: transformers
+
+## Usage
+
+```python
+from transformers import AutoTokenizer, AutoModelForCausalLM
+import torch
+
+model_name = "justinj92/Delphermes-8B"
+tokenizer = AutoTokenizer.from_pretrained(model_name)
+model = AutoModelForCausalLM.from_pretrained(
+    model_name,
+    torch_dtype=torch.float16,
+    device_map="auto"
+)
+
+# Example usage
+text = "നമസ്കാരം"
+inputs = tokenizer(text, return_tensors="pt")
+outputs = model.generate(**inputs, max_length=100)
+response = tokenizer.decode(outputs[0], skip_special_tokens=True)
+print(response)
+```
+
+## Training Details
+
+This model was created by merging a LoRA adapter trained for Malayalam language understanding and generation.