Update README.md

README.md

@@ -1,3 +1,88 @@
----
-license: apache-2.0
----
+---
+license: llama3.1
+language:
+- en
+- tr
+- de
+- fr
+- it
+- es
+library_name: transformers
+pipeline_tag: text-generation
+tags:
+- llama-3
+- safetensors
+---
+
+Fine-tuned version of meta-llama/Meta-Llama-3.1-8B-Instruct, trained on Turkish dataset. 
+Then it is merged with VAGOsolutions/Llama-3.1-SauerkrautLM-8b-Instruct.
+
+
+## 💻 Kullanım/How to Use
+
+```python
+!pip install -qU transformers bitsandbytes accelerate
+
+import transformers
+import torch
+
+model_id = "Eurdem/Defne-llama3.1-8B"
+
+pipeline = transformers.pipeline(
+                                "text-generation",
+                                model=model_id,
+                                model_kwargs={"torch_dtype": torch.bfloat16, "load_in_8bit": True},
+                                device_map="auto",
+                                )
+
+## For English
+messages = [{"role": "system", "content": "You are a helpful chatbot, named Defne, who always responds friendly."},
+            {"role": "user", "content": "Answer the questions: 1) Who are you? 2) f(x)=3x^2+4x+12 so what is f(3)?"},
+]
+
+## For Turkish
+messages = [{"role": "system", "content": "Sen, Defne isimli Türkçe konuşan bir chatbotsun."},
+            {"role": "user", "content": "Soruları numaralandırarak cevapla. 1) Sen kimsin?  2) f(x)=3x^2+4x+12 ise f(3) kaçtır?"}
+]
+
+outputs = pipeline(
+                  messages,
+                  max_new_tokens=1024,
+                  do_sample=True,
+                  temperature=0.5,
+                  top_p=0.5,
+                  top_k=100,
+                )
+
+print(outputs[0]["generated_text"][-1]["content"])
+```
+
+### English Output 
+```
+Hello there! I'm Defne, a friendly chatbot here to help you with any questions or tasks you might have.
+
+Now, let's answer your questions:
+
+1. I am Defne, a helpful chatbot designed to provide friendly and informative responses to your queries. I'm always happy to assist you with anything you need help with!
+
+2. To find f(3) for the given function f(x) = 3x^2 + 4x + 12, we simply need to substitute x with 3 in the function.
+
+f(3) = 3(3)^2 + 4(3) + 12
+     = 3(9) + 12 + 12
+     = 27 + 12 + 12
+     = 51
+
+So, f(3) equals 51.
+```
+
+### Türkçe Çıktı 
+```
+1) Ben Defne, Türkçe konuşan bir chatbotum. İnsanlarla sohbet etmek ve onlara yardımcı olmak için tasarlanmış bir yapay zekâ uygulamasıyım.
+
+2) f(x) = 3x^2 + 4x + 12 formülüne x = 3 değerini koyarsak:
+f(3) = 3(3)^2 + 4(3) + 12
+f(3) = 3(9) + 12 + 12
+f(3) = 27 + 12 + 12
+f(3) = 51
+Sonuç olarak, f(3) = 51'dir.
+```