The answer is nuanced: some girls do, and some girls don't. It's largely a matter of personal preference.
Many women find a well-developed chest attractive on a man, often associating it with strength, health, and physical fitness. Muscles, including chest muscles, can be aesthetically pleasing to some.
However, attraction is complex and multifaceted. A "big chest" alone isn't a guaranteed attraction factor. Personality, humor, intelligence, kindness, and overall physical proportions play significant roles in how attractive someone is perceived to be. Some women may prefer a leaner physique, while others might prioritize different muscle groups or physical features entirely. Some women might find a "too big" chest unattractive.
Ultimately, it's crucial to focus on being healthy and confident in your own skin. There will be people who are attracted to you for who you are, regardless of your chest size. Trying to conform to a specific body type in hopes of attracting everyone is often fruitless.