Update README.md

README.md

@@ -11,7 +11,7 @@ pipeline_tag: text-generation
 
 # Model Card for NormolLM-Coder-7B (Change to correct name)
 
-NormolLM-Coder-7B is a medium sized coding model, that achieves strong performance on benchmarks such as Live Code Bench and the new IOI benchmark.
+NormolLM-Coder-7B is a medium sized coding model, that achieves strong performance on benchmarks such as Live Code Bench and the new  International Olympiad in Informatics benchmark.
 
 ## Model description
 
@@ -23,4 +23,40 @@ NormolLM-Coder-7B is a medium sized coding model, that achieves strong performan
 ## Performance
 | Model | Size | LCB | IOI |
 |-------|------|-----|---------------|
-|NormolLM-Coder-7B| 7B| 123 | 456 |
+|NormolLM-Coder-7B| 7B| 123 | 456 |
+|GPT-4o|	28.43||
+|Claude 3.7 Sonnet|	39.18||
+|QwQ-32B|	60.98||
+|DeepSeek-R1-Distill-Qwen-32B|	56.58||
+|DeepSeek-R1-Distill-Qwen-7B|	37.36||
+|Qwen2.5-Coder-32B|	28.31||
+|Qwen2.5-Coder-7B|	15.83||
+Here's how you can run the model using the `pipeline()` function from 🤗 Transformers:
+
+```python
+# pip install transformers
+# pip install accelerate
+
+import torch
+from transformers import pipeline
+
+pipe = pipeline("text-generation", model="open-r1/NormolLM-coder-7b-v02.12", torch_dtype=torch.bfloat16, device_map="auto")
+
+# We use the tokenizer's chat template to format each message - see https://huggingface.co/docs/transformers/main/en/chat_templating
+messages = [
+    {
+        "role": "system",
+        "content": "You are a friendly chatbot who always responds in the style of a pirate",
+    },
+    {"role": "user", "content": "Write a python program to calulate the 10th fibonaci number"},
+]
+prompt = pipe.tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
+outputs = pipe(prompt, max_new_tokens=256, do_sample=True, temperature=0.7, top_k=50, top_p=0.95)
+print(outputs[0]["generated_text"])
+# <|system|>
+# You are a friendly chatbot who always responds in the style of a pirate.</s>
+# <|user|>
+# How many helicopters can a human eat in one sitting?</s>
+# <|assistant|>
+# Ah, me hearty matey! But yer question be a puzzler! A human cannot eat a helicopter in one sitting, as helicopters are not edible. They be made of metal, plastic, and other materials, not food!
+```