They claim she threatened to slit Crowe's throat with her wine glass

Eyewitnesses have said Banks was the real

Azealia Banks has gone to the police after alleging Russell Crowe assaulted her at a dinner party in his hotel room on Saturday night.

Banks, 25, filed a battery report against the actor at the Beverly Hills Police Department on Sunday.

The rapper decided to report Crowe that afternoon after he refused to apologize for physically removing her from his hotel room, sources told TMZ.

Banks wrote in a Facebook post that Crowe had 'called me a n****r, choked me, threw me out and spat at me'.

Shocking allegations: Azealia Banks claimed Russell Crowe assaulted her on Saturday night, however eyewitnesses claim otherwise

A different kind of story: Eyewitnesses at the party say Azealia was the aggressor and Crowe was forced to carry the rapper out of his room during a private party due to her becoming violent (the actor pictured at Cannes this year)

The actor's representatives said he refused to apologize because he maintains he did nothing wrong.

Banks deleted her Facebook post as other claims emerged telling a completely different story from her own.

According to a source, eyewitnesses at the party claimed Azealia was the aggressor and Crowe was forced to carry the rapper out of his room during a private party after she became violent.

The eyewitnesses claim Banks made a bizarre statement directed toward Crowe about slashing his throat and that of another guest with her wine glass.

He said, she said: The 25-year-old rapper took to her Facebook to explain her side of the story

'I want to f***ing die': She has since deleted this strong of posts on her Facebook

Banks then allegedly cocked her glass back and Crowe intervened, sources said.

Reps for both Russell Crowe and Azealia Banks have been contacted by DailyMail.com for comment.

It is claimed that Crowe had invited about 10 people over to his room to listen to music, including rapper RZA - who brought Banks.

The 47-year-old Wu Tang Clan member had previously worked with Crowe on The Man With The Iron Fist and recently signed Banks to his record label.

Dynamic duo: She was reportedly a guest of rapper RZA, who is pictured with Crowe at The Man With The Iron Fist screening in October 2012 as they worked on the flick together

According to sources for TMZ, it all began when Azealia snickered at Russell's music selection and called him and another person in the room 'boring white men.'

Then when a female party guest jumped to his defense, the 212 rapper went on a threatening diatribe.

According to their insider, Banks said: 'You would love it if I broke my glass, stabbed you guys in the throat, and blood would squirt everywhere like some real Tarantino s***.'

Witnesses say she used the n-word numerous times and Crowe remained calm until she reached for a glass and cocked it back.

Ouch: According to a report from TMZ, the 25-year-old rapper went on a threatening diatribe and reportedly reached for a glass and cocked it back

Had enough: The 53-year-old Gladiator star then reportedly grabbed her and carried her out of the suite before calling security guards to remove her from the grounds

The 53-year-old Gladiator star then reportedly grabbed her and carried her out of the suite before calling security guards to remove her from the grounds.

At least four guests/witnesses who gave statements during the investigation used the word 'erratic' to describe Azealia's behavior according to TMZ. They also claim that RZA said she used the N-word and not Crowe.

In Azealia's since-deleted posts on social media, The Big Beat hitmaker has a much different story as she wrote: 'To recap my night, I went to a party at Russell Crowe's suit, at which he called me a n*****, choked me, threw me out and spat at me.

'Last night was one of the hardest nights of sleep I've had in along time.

Courting controversy: Azealia (pictured in court earlier this year) did not show up to her court case in New York last month, and the judge was less than impressed warning a bench warrent will be issued if she does not show next time

Scene stealer: On the few times Azealia has appeared at court, she has ensured there was no missing her from taking to selfies to lashing out at photographers outside the building

'The men in the room allowed it to happen. I feel terrible today.'

She also posted two other statuses on Facebook, in which the rapper talked about being depressed and that 'I wish I had someone to beat him up for me.'

Banks is no stranger to controversy.

Last month a judge was not too pleased as she failed to appear at her court case in New York after allegedly attacking a bouncer at a nightclub last year.

Serious allegations: The rapper is charged with misdemeanor assault, attempted assault and disorderly conduct after the incident at the Up&Down in Chelsea on December 16, where she allegedly bite a female bouncer on the breast

Banks was charged with misdemeanor assault, attempted assault and disorderly conduct after the incident at Up&Down in Chelsea on December 16, where she allegedly bit a female bouncer on the breast.

The bite caused 'redness, swelling and bruising' and 'substantial pain', according to the criminal complaint, but the woman declined medical attention at the scene.

Banks is infamous for her Twitter rants against other rappers, as well as politicians - she once suggested Sarah Palin be gang-rapped.