def METHOD_NAME(HF_repo):
    """Runs the code reported in the README file of the given HF_repo. It checks
    if the code runs without errors.
    Arguments
    ---------
    HF_repo: string
        URL of the HF repository to check.
    Returns
    ---------
    check: bool
        True if all the code runs, False otherwise.
    """
    exp_name = os.path.basename(HF_repo)
    if HF_repo[-1] == "/":
        readme_file = HF_repo + "raw/main/README.md"
    else:
        readme_file = HF_repo + "/raw/main/README.md"
    dest_file = exp_name + ".md"
    download_file(readme_file, dest_file)
    code_snippets = []
    code = []
    flag = False
    check = True
    with open(dest_file, "r") as f:
        for line in f:
            if "```python" in line:
                flag = True
                code = []
            elif "```" in line and flag:
                flag = False
                code_snippets.append(code)
            elif flag:
                if len(line.strip()) > 0:
                    # adjust local audio paths 'tests/samples' -> '../samples'
                    if "tests/samples" in line:
                        line = line.replace("tests/samples", "../samples")
                    code.append(line)
    for code in code_snippets:
        try:
            exec("".join(code))
        except Exception as e:
            print("\t" + str(e))
            check = False
            print("\tERROR: cannot run code snippet in %s" % (HF_repo))
            print("---\n" + "".join(code) + "---\n")
    return check