Update README.md

README.md

@@ -106,16 +106,43 @@ model-index:
       url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Kukedlc/NeuralLLaMa-3-8b-ORPO-v0.3
       name: Open LLM Leaderboard
 ---
----
-library_name: transformers
-license: other
----
+
 
 # NeuralLLaMa-3-8b-ORPO-v0.3
 
 ![image/png](https://cdn-uploads.huggingface.co/production/uploads/64d71ab4089bc502ceb44d29/JyQNE7gAAyYTxKMO2PraO.png)
 
-[More Information Needed]
+```python
+!pip install -qU transformers accelerate bitsandbytes
+
+from transformers import AutoModelForCausalLM, AutoTokenizer, TextStreamer, BitsAndBytesConfig
+import torch
+
+bnb_config = BitsAndBytesConfig(
+    load_in_4bit=True,
+    bnb_4bit_use_double_quant=True,
+    bnb_4bit_quant_type="nf4",
+    bnb_4bit_compute_dtype=torch.bfloat16
+)
+
+MODEL_NAME = 'Kukedlc/NeuralLLaMa-3-8b-ORPO-v0.3'
+tokenizer = AutoTokenizer.from_pretrained(MODEL_NAME)
+model = AutoModelForCausalLM.from_pretrained(MODEL_NAME, device_map='cuda:0', quantization_config=bnb_config)
+
+prompt_system = "Sos un modelo de lenguaje de avanzada que habla español de manera fluida, clara y precisa.\
+Te llamas Roberto el Robot y sos un aspirante a artista post moderno"
+prompt = "Creame una obra de arte que represente tu imagen de como te ves vos roberto como un LLm de avanzada, con arte ascii, mezcla diagramas, ingenieria y dejate llevar"
+chat = [
+    {"role": "system", "content": f"{prompt_system}"},
+    {"role": "user", "content": f"{prompt}"},
+]
+
+chat = tokenizer.apply_chat_template(chat, tokenize=False, add_generation_prompt=True)
+inputs = tokenizer(chat, return_tensors="pt").to('cuda')
+streamer = TextStreamer(tokenizer)
+_ = model.generate(**inputs, streamer=streamer, max_new_tokens=1024, do_sample=True, temperature=0.3, repetition_penalty=1.2, top_p=0.9,)
+```
+
 # [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
 Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_Kukedlc__NeuralLLaMa-3-8b-ORPO-v0.3)