A group of investors led by SoftBank Group Corp and Toyota Motor Corp are in talks to invest $1 billion or more into Uber Technologies Inc`s self-driving vehicle unit, which would value the unit at between $5 billion and $10 billion, according to two sources familiar with the talks.

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SoftBank Vision Fund is the largest shareholder in Uber with a 15 percent stake. 

The news of investment talks was first reported by Wall Street Journal, which said the talks could still fall apart but if there is a deal, it could surface next month.

Uber and SoftBank declined to comment on the report. Toyota could not be immediately reached for a comment. 

The ride-hailing company, which last year lost about $3.3 billion, is betting on a transition to self-driving cars to eliminate the need to pay drivers.

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Uber is ramping up preparations for a stock market debut in which it is expected to seek a valuation of up to $120 billion.