Update README.md

README.md

@@ -21,7 +21,7 @@ from transformers import AutoTokenizer, AutoModelForCausalLM
 
 tokenizer = AutoTokenizer.from_pretrained("budecosystem/Boomer-4b", trust_remote_code=True)
 model = AutoModelForCausalLM.from_pretrained("budecosystem/Boomer-4b", torch_dtype=torch.bfloat16)
-inputs = tokenizer("Quantum mechanic is ", return_tensors="pt")
+inputs = tokenizer("Quantum mechanics is ", return_tensors="pt")
 sample = model.generate(**inputs, max_length=128)
 print(tokenizer.decode(sample[0]))
 ```
@@ -56,7 +56,7 @@ Boomer-4b has been rigorously evaluated across several benchmarks:
 
 | Model | MMLU | ARC | HellaSwag | GSM8K | Winogrande | MATH | MathQA | DROP | LogiQA |
 |-------|------|-----|-----------|-------|------------|------|--------|------|--------|
-| Boomer-4b | 55.59 | 58.53 | 74.70 | 47.76 | 72.22 | 4.00 | 35.98 | 0.74 | 31.80 |
+| **Boomer-4b** | 55.59 | 58.53 | **74.70** | 47.76 | **72.22** | 4.00 | 35.98 | 0.74 | 31.80 |
 | GeneZC/MiniChat-3B | 39.17 | 44.03 | 67.19 | 10.54 | 65.27 | - | - | - | - |
 | openlm-research/open_11ama_3b_v2 | 27.12 | 44.03 | 71.6 | 0.91 | 67.01 | - | - | - | - |
 | microsoft/phi-2 | 58.11 | 61.09 | 75.11 | 54.81 | 74.35 | - | - | - | - |