初始化项目，由ModelHub XC社区提供模型

Model: Eurdem/Defne-llama3.1-8B
Source: Original Platform

.gitattributes

@@ -0,0 +1,35 @@
+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tar filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zst filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,88 @@
+---
+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 (~4 mio tokens). 
+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.
+```

config.json

@@ -0,0 +1,40 @@
+{
+  "_name_or_path": "meta-llama/Meta-Llama-3.1-8B-Instruct",
+  "architectures": [
+    "LlamaForCausalLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "bos_token_id": 128000,
+  "eos_token_id": [
+    128001,
+    128008,
+    128009
+  ],
+  "pad_token_id": 128009,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 14336,
+  "max_position_embeddings": 131072,
+  "mlp_bias": false,
+  "model_type": "llama",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 8,
+  "pretraining_tp": 1,
+  "rms_norm_eps": 1e-05,
+  "rope_scaling": {
+    "factor": 8.0,
+    "high_freq_factor": 4.0,
+    "low_freq_factor": 1.0,
+    "original_max_position_embeddings": 8192,
+    "rope_type": "llama3"
+  },
+  "rope_theta": 500000.0,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.43.3",
+  "use_cache": true,
+  "vocab_size": 128256
+}

model-00001-of-00004.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:01f4287f2808d46b9f9f978ad15707737608c82a048556a3c51422f034fc99a6
+size 4953586384

model-00002-of-00004.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:281e8b0b6e456a9fd7ee139dfba86aafbc62f2f77d45771fe69facee99809056
+size 4999819336

model-00003-of-00004.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3fe00179a43042677cc250f3568cf4b2034bd1f3c1c0ee4a0b9f08f69bb1bd90
+size 4915916144

model-00004-of-00004.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:df06334b01eeaa0e802eec81b65f8f4a3914de248bbcbde050a9625dbc57a5f3
+size 1191234472

special_tokens_map.json

@@ -0,0 +1,17 @@
+{
+  "bos_token": {
+    "content": "<|begin_of_text|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "<|eot_id|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": "<|eot_id|>"
+}