Update README.md (#41)

Co-authored-by: Romain Huet <[email protected]>

Author: Buddhsen-tripathi

README.md

@@ -116,7 +116,7 @@ Check out our [awesome list](./awesome-gpt-oss.md) for a broader collection of g
 This repository provides a collection of reference implementations:
 
 - **Inference:**
-  - [`torch`](#reference-pytorch-implementation) — a non-optimized [PyTorch](https://pytorch.org/) implementation for educational purposes only. Requires at least 4x H100s because it's not optimized
+  - [`torch`](#reference-pytorch-implementation) — a non-optimized [PyTorch](https://pytorch.org/) implementation for educational purposes only. Requires at least 4× H100 GPUs due to lack of optimization.
   - [`triton`](#reference-triton-implementation-single-gpu) — a more optimized implementation using [PyTorch](https://pytorch.org/) & [Triton](https://github.com/triton-lang/triton) incl. using CUDA graphs and basic caching
   - [`metal`](#reference-metal-implementation) — a Metal-specific implementation for running the models on Apple Silicon hardware
 - **Tools:**
@@ -227,7 +227,7 @@ To perform inference you'll need to first convert the SafeTensor weights from Hu
 python gpt_oss/metal/scripts/create-local-model.py -s <model_dir> -d <output_file>
 ```
 
-Or download the pre-converted weight:
+Or download the pre-converted weights:
 
 ```shell
 hf download openai/gpt-oss-120b --include "metal/*" --local-dir gpt-oss-120b/metal/