v3.25.3
Shareholder Report
6 Months Ended
Aug. 31, 2025
USD ($)
Holding
Shareholder Report [Line Items]  
Document Type N-CSRS
Amendment Flag false
Registrant Name T. ROWE PRICE TAX-FREE HIGH YIELD FUND, INC.
Entity Central Index Key 0000758003
Entity Investment Company Type N-1A
Document Period End Date Aug. 31, 2025
C000005558  
Shareholder Report [Line Items]  
Fund Name Tax-Free High Yield Fund
Class Name Investor Class
Trading Symbol PRFHX
Shareholder Report Annual or Semi-Annual Semi-Annual Shareholder Report
Additional Information [Text Block] You can find the fund’s prospectus, financial information on Form N‑CSR (which includes required tax information for dividends), holdings, proxy voting information, and other information atwww.troweprice.com/prospectus. You can also request this information without charge by contacting T. Rowe Price at 1‑800‑638‑5660 or info@troweprice.com or contacting your intermediary.
Material Fund Change Notice [Text Block]  
Additional Information Phone Number 1‑800‑638‑5660
Additional Information Email <span style="box-sizing: border-box; color: rgb(0, 0, 0); display: inline; flex-wrap: nowrap; font-size: 13.3333px; font-weight: 400; grid-area: auto; line-height: 17.3333px; margin: 0px; overflow: visible; text-align: justify; text-align-last: left; white-space-collapse: preserve-breaks;">info@troweprice.com</span>
Additional Information Website www.troweprice.com/prospectus
Expenses [Text Block]

What were the fund costs for the last six months? (based on a hypothetical $10,000 investment)

 
Costs of a $10,000 investment
Costs paid as a percentage of a $10,000 investment
Tax-Free High Yield Fund - Investor Class
$32
0.65%
Expenses Paid, Amount $ 32
Expense Ratio, Percent 0.65%
AssetsNet $ 3,206,197,000
Holdings Count | Holding 986
InvestmentCompanyPortfolioTurnover 11.70%
Additional Fund Statistics [Text Block]

What are some fund statistics?

Fund Statistics

Total Net Assets (000s)
$3,206,197
Number of Portfolio Holdings
986
Holdings [Text Block]

State Allocation (as a % of Net Assets)

Puerto Rico
10.9%
California
8.0
Texas
6.5
Florida
5.9
Wisconsin
5.1
Pennsylvania
4.9
Maryland
4.6
Ohio
4.5
Illinois
4.3
Other
45.3

Industry Allocation (as a % of Net Assets)

Health Care
21.5%
Transportation
12.1
Education
8.9
Special Tax
8.6
Housing
7.8
Industrial & Pollution Control
7.3
General Obligations - State
4.4
Water & Sewer
2.6
General Obligations - Local
2.6
Other
24.2
Material Fund Change [Text Block]
Updated Prospectus Web Address www.troweprice.com/paperless
C000117193  
Shareholder Report [Line Items]  
Fund Name Tax-Free High Yield Fund
Class Name Advisor Class
Trading Symbol PATFX
Shareholder Report Annual or Semi-Annual Semi-Annual Shareholder Report
Additional Information [Text Block] You can find the fund’s prospectus, financial information on Form N‑CSR (which includes required tax information for dividends), holdings, proxy voting information, and other information atwww.troweprice.com/prospectus. You can also request this information without charge by contacting T. Rowe Price at 1‑800‑638‑5660 or info@troweprice.com or contacting your intermediary.
Material Fund Change Notice [Text Block]  
Additional Information Phone Number 1‑800‑638‑5660
Additional Information Email <span style="box-sizing: border-box; color: rgb(0, 0, 0); display: inline; flex-wrap: nowrap; font-size: 13.3333px; font-weight: 400; grid-area: auto; line-height: 17.3333px; margin: 0px; overflow: visible; text-align: justify; text-align-last: left; white-space-collapse: preserve-breaks;">info@troweprice.com</span>
Additional Information Website www.troweprice.com/prospectus
Expenses [Text Block]

What were the fund costs for the last six months? (based on a hypothetical $10,000 investment)

 
Costs of a $10,000 investment
Costs paid as a percentage of a $10,000 investment
Tax-Free High Yield Fund - Advisor Class
$50
1.00%
Expenses Paid, Amount $ 50
Expense Ratio, Percent 1.00%
AssetsNet $ 3,206,197,000
Holdings Count | Holding 986
InvestmentCompanyPortfolioTurnover 11.70%
Additional Fund Statistics [Text Block]

What are some fund statistics?

Fund Statistics

Total Net Assets (000s)
$3,206,197
Number of Portfolio Holdings
986
Holdings [Text Block]

State Allocation (as a % of Net Assets)

Puerto Rico
10.9%
California
8.0
Texas
6.5
Florida
5.9
Wisconsin
5.1
Pennsylvania
4.9
Maryland
4.6
Ohio
4.5
Illinois
4.3
Other
45.3

Industry Allocation (as a % of Net Assets)

Health Care
21.5%
Transportation
12.1
Education
8.9
Special Tax
8.6
Housing
7.8
Industrial & Pollution Control
7.3
General Obligations - State
4.4
Water & Sewer
2.6
General Obligations - Local
2.6
Other
24.2
Material Fund Change [Text Block]
Updated Prospectus Web Address www.troweprice.com/paperless
C000177208  
Shareholder Report [Line Items]  
Fund Name Tax-Free High Yield Fund
Class Name I Class
Trading Symbol PTYIX
Shareholder Report Annual or Semi-Annual Semi-Annual Shareholder Report
Additional Information [Text Block] You can find the fund’s prospectus, financial information on Form N‑CSR (which includes required tax information for dividends), holdings, proxy voting information, and other information atwww.troweprice.com/prospectus. You can also request this information without charge by contacting T. Rowe Price at 1‑800‑638‑5660 or info@troweprice.com or contacting your intermediary.
Material Fund Change Notice [Text Block]  
Additional Information Phone Number 1‑800‑638‑5660
Additional Information Email <span style="box-sizing: border-box; color: rgb(0, 0, 0); display: inline; flex-wrap: nowrap; font-size: 13.3333px; font-weight: 400; grid-area: auto; line-height: 17.3333px; margin: 0px; overflow: visible; text-align: justify; text-align-last: left; white-space-collapse: preserve-breaks;">info@troweprice.com</span>
Additional Information Website www.troweprice.com/prospectus
Expenses [Text Block]

What were the fund costs for the last six months? (based on a hypothetical $10,000 investment)

 
Costs of a $10,000 investment
Costs paid as a percentage of a $10,000 investment
Tax-Free High Yield Fund - I Class
$25
0.51%
Expenses Paid, Amount $ 25
Expense Ratio, Percent 0.51%
AssetsNet $ 3,206,197,000
Holdings Count | Holding 986
InvestmentCompanyPortfolioTurnover 11.70%
Additional Fund Statistics [Text Block]

What are some fund statistics?

Fund Statistics

Total Net Assets (000s)
$3,206,197
Number of Portfolio Holdings
986
Holdings [Text Block]

State Allocation (as a % of Net Assets)

Puerto Rico
10.9%
California
8.0
Texas
6.5
Florida
5.9
Wisconsin
5.1
Pennsylvania
4.9
Maryland
4.6
Ohio
4.5
Illinois
4.3
Other
45.3

Industry Allocation (as a % of Net Assets)

Health Care
21.5%
Transportation
12.1
Education
8.9
Special Tax
8.6
Housing
7.8
Industrial & Pollution Control
7.3
General Obligations - State
4.4
Water & Sewer
2.6
General Obligations - Local
2.6
Other
24.2
Material Fund Change [Text Block]
Updated Prospectus Web Address www.troweprice.com/paperless