There were 13 plus Gandalf (the grey)
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13 Dwarves:Thorin Oakenshield (their leader)BalinDwalinFíliKíliDoriNoriOriOinGlóinBifurBofurBomburthat's if you only include memeber's of Thorin's party, by the time of the battle of five armies there are a considerably larger number of dwarves, with reinforcements having joined from the north led by Dain.
13 dwarvesThorinBalinDwalinKiliFiliBomburOriDoriNoriOinGloinBifurBofurThirteen.
Bilbo found the hidden exit in the palace of Elvenking. He makes a plan to make dwarves out of the palace. He put all the dwarves into the barrels with many plants that can protect them, and rolled them out of the secret exit. And under there, there is a cold lake, which will lead the hobbit and dwarves to the Lake Town
Bilbo becomes very fierce when he kills the spider who was trying to capture him. This leads him to rescue the dwarves by killing many spiders and leading them away. He becomes the dwarves leader, and they follow.
There are men, elves, dwarves, hobbits, orcs, and many other species, if that is what you're asking.