Update README.md

README.md

@@ -1,5 +1,58 @@
 ---
 license: apache-2.0
 ---
+datasets:mlabonne/guanaco-llama2-1k
+
+pipeline_tag: text-generation
 ---
+# bosbos-2-7b|
+
+<center><img src="https://i.imgur.com/C2x7n2a.png" width="300"></center>
+
+This is a `llama-2-7b-chat-hf` model fine-tuned using QLoRA (4-bit precision) on the [`mlabonne/guanaco-llama2`](https://huggingface.co/datasets/mlabonne/guanaco-llama2) dataset.
+
+## 🔧 Training
+
+It was trained on a Google Colab notebook with a T4 GPU and high RAM.
+
+## 💻 Usage
+
+``` python
+# pip install transformers accelerate
+
+from transformers import AutoTokenizer
+import transformers
+import torch
+
+model = "bosbos/bosbos-2-7b"
+prompt = "What is a large language model?"
+
+tokenizer = AutoTokenizer.from_pretrained(model)
+pipeline = transformers.pipeline(
+    "text-generation",
+    model=model,
+    torch_dtype=torch.float16,
+    device_map="auto",
+)
+
+sequences = pipeline(
+    f'<s>[INST] {prompt} [/INST]',
+    do_sample=True,
+    top_k=10,
+    num_return_sequences=1,
+    eos_token_id=tokenizer.eos_token_id,
+    max_length=200,
+)
+for seq in sequences:
+    print(f"Result: {seq['generated_text']}")
+```
+
+Output:
+>"Prédiction" is a noun that refers to the act of making a forecast or an estimate of something that will happen in the future. It can also refer to the result of such a forecast or estimate.
+
+>For example:
+>* "La prédiction de la météo est que il va pleuvoir demain." (The weather forecast is that it will rain tomorrow.)
+>* "La prédiction de la course de chevaux est que le favori va gagner." (The prediction of the horse race is that the favorite will win.)
+>In English, the word "prediction" is often used in a similar way, but it can also refer to a statement or a prophecy about something that has already happened or is happening.
+