From 38af1365292eb7b3706e2a5b32e3fffdd702346d Mon Sep 17 00:00:00 2001
From: Imad Saddik <79410781+ImadSaddik@users.noreply.github.com>
Date: Sat, 27 Sep 2025 20:16:46 +0100
Subject: [PATCH] Fixed a few typos in README.md

---
 README.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index 382f7cbed..3c7d63732 100644
--- a/README.md
+++ b/README.md
@@ -269,7 +269,7 @@ To upgrade and rebuild `llama-cpp-python` add `--upgrade --force-reinstall --no-
 
 The high-level API provides a simple managed interface through the [`Llama`](https://llama-cpp-python.readthedocs.io/en/latest/api-reference/#llama_cpp.Llama) class.
 
-Below is a short example demonstrating how to use the high-level API to for basic text completion:
+Below is a short example demonstrating how to use the high-level API for basic text completion:
 
 ```python
 from llama_cpp import Llama
@@ -337,7 +337,7 @@ The high-level API also provides a simple interface for chat completion.
 Chat completion requires that the model knows how to format the messages into a single prompt.
 The `Llama` class does this using pre-registered chat formats (ie. `chatml`, `llama-2`, `gemma`, etc) or by providing a custom chat handler object.
 
-The model will will format the messages into a single prompt using the following order of precedence:
+The model will format the messages into a single prompt using the following order of precedence:
   - Use the `chat_handler` if provided
   - Use the `chat_format` if provided
   - Use the `tokenizer.chat_template` from the `gguf` model's metadata (should work for most new models, older models may not have this)