While their Dilli Challo programme on November 26-27 is as per schedule, they will celebrate Diwali by lighting torches.
Bharatiya Kisan Union (Rajewal) president Balbir Singh Rajewal said farmers' organisations have received an invitation.
Farmer leader Satnam Singh said the decision was taken keeping in mind the shortage of coal and diammonium phosphate (DAP) fertilizer.
Reacting to it, the farmer leader alleged that the government is using such tactics to suppress the voice of farmers protesting against new farm laws.
The decision to this effect was taken by representatives of several farmers' organisations at a meeting in Chandigarh.
A decision on whether to accept the invitation will be taken at a meeting in Jalandhar on October 13, they said.
The Bharatiya Kisan Union on Monday announced to stage a nationwide protest against the legislations on September 25.
The Punjab Youth Congress, meanwhile, is also taking out a 'tractor rally' from Punjab to Delhi against the Centre's farm-related measures.
Haryana BKU chief Gurnam Singh said the Centre did not withdraw the three agriculture-related ordinances and presented them as bills during the ongoing session of Parliament.
Modi government's policies 'deepened agrarian distress', forced thousands of farmers to commit suicides: Left parties
The Left parties condemned the "brutal" police action against thousands of farmers marching towards the national capital, saying it demonstrates the "anti-farmer" attitude of the Modi government.
Police said a section of protesters, who were participating in the Bharatiya Kisan Union march, suddenly turned violent as the cops tried to persuade them not to break the barricades.
Gandhi's remarks came after farmers marching towards Delhi as part of the Bharatiya Kisan Union's protest were stopped at the Delhi border.
Farmers marching towards Delhi as part of the Bharatiya Kisan Union's (BKU) protest call over demands ranging from farm loan waiver to cut in fuel prices, were stopped at the Delhi-UP border.
The farmers, riding tractors and trolleys, broke barricades of the UP Police and then started proceeding towards the barricades put up by the Delhi Police, a senior police officer said.