Upload README.md

README.md

@@ -1,3 +1,34 @@
----
-license: apache-2.0
----
+---
+license: apache-2.0
+base_model: mistralai/Mistral-7B-Instruct-v0.2
+tags:
+- lora
+- chat
+- turkish
+- instruct
+---
+
+# ChatGPT Benzeri LoRA Model
+
+Bu repo **LoRA ağırlıklarını** içerir.
+Base model ayrıca indirilmelidir.
+
+## Kullanım
+
+```python
+from transformers import AutoModelForCausalLM, AutoTokenizer
+from peft import PeftModel
+
+base_model = "mistralai/Mistral-7B-Instruct-v0.2"
+lora_model = "KULLANICI_ADI/MODEL_ADI"
+
+tokenizer = AutoTokenizer.from_pretrained(base_model)
+model = AutoModelForCausalLM.from_pretrained(base_model)
+model = PeftModel.from_pretrained(model, lora_model)
+
+prompt = "Merhaba, nasılsın?"
+inputs = tokenizer(prompt, return_tensors="pt")
+outputs = model.generate(**inputs, max_new_tokens=200)
+
+print(tokenizer.decode(outputs[0], skip_special_tokens=True))
+```