NEW Bloomberg: Trump to Add New $100,000 Fee for H-1B Visas in Latest Crackdown
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More extreme leftist groups to be designated terrorist groups,
"We have others we're going to designate too, but we're going to look at the people that funded Antifa, see who they are, where they came from and why they did it."
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"We have others we're going to designate too, but we're going to look at the people that funded Antifa, see who they are, where they came from and why they did it."
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Candace Owens says she has now viewed the footage from the camera positioned behind Charlie Kirk at the moment he was taken out.
She claims the video is not gruesome and, from that angle, shows no blood at all.
Owens adds that she saw no sign of a bullet exiting from behind Charlie, leaving her even more confused.
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She claims the video is not gruesome and, from that angle, shows no blood at all.
Owens adds that she saw no sign of a bullet exiting from behind Charlie, leaving her even more confused.
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Running Qwen3 8B thinking on an iPhone Air with MLX.
The model is quantized to 4-bit and runs pretty well.
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The model is quantized to 4-bit and runs pretty well.
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Finetune DeepSeek with two Mac Studios + MLX
We use pipeline parallelism to split the full 671GB model across two devices connected by a single TB5 cable.
LoRA reduces the number of parameters to train from 671 billion down to 37 million, reducing the memory overhead from gradients and optimizer. After training, these small LoRA adapters can be imported into the EXO 1.0 (open source coming soonTM) inference engine, demonstrating our successful finetune.
Using the most basic pipeline scheduling, we see a train throughput of ~30tok/s. Our 2.5M token dataset completed training in about a day.
Thereβs a lot more we can do to improve throughput. Better pipeline scheduling will allow us to overlap batches, bringing benefit from having more devices. Tensor parallel will bring near-linear scaling in number of nodes.
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We use pipeline parallelism to split the full 671GB model across two devices connected by a single TB5 cable.
LoRA reduces the number of parameters to train from 671 billion down to 37 million, reducing the memory overhead from gradients and optimizer. After training, these small LoRA adapters can be imported into the EXO 1.0 (open source coming soonTM) inference engine, demonstrating our successful finetune.
Using the most basic pipeline scheduling, we see a train throughput of ~30tok/s. Our 2.5M token dataset completed training in about a day.
Thereβs a lot more we can do to improve throughput. Better pipeline scheduling will allow us to overlap batches, bringing benefit from having more devices. Tensor parallel will bring near-linear scaling in number of nodes.
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JUST IN: Trump announces that a lethal kinetic strike was ordered on a vessel trafficking illicit narcotics.
βOn my Orders, the Secretary of War ordered a lethal kinetic strike on a vessel affiliated with a Designated Terrorist Organization conducting narcotrafficking in the USSOUTHCOM area of responsibility,β Trump said on Truth.
βIntelligence confirmed the vessel was trafficking illicit narcotics, and was transiting along a known narcotrafficking passage enroute to poison Americans. The strike killed 3 male narcoterrorists aboard the vessel, which was in international waters.β
βNo U.S. Forces were harmed in this strike. STOP SELLING FENTANYL, NARCOTICS, AND ILLEGAL DRUGS IN AMERICA, AND COMMITTING VIOLENCE AND TERRORISM AGAINST AMERICANS!!!β
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βOn my Orders, the Secretary of War ordered a lethal kinetic strike on a vessel affiliated with a Designated Terrorist Organization conducting narcotrafficking in the USSOUTHCOM area of responsibility,β Trump said on Truth.
βIntelligence confirmed the vessel was trafficking illicit narcotics, and was transiting along a known narcotrafficking passage enroute to poison Americans. The strike killed 3 male narcoterrorists aboard the vessel, which was in international waters.β
βNo U.S. Forces were harmed in this strike. STOP SELLING FENTANYL, NARCOTICS, AND ILLEGAL DRUGS IN AMERICA, AND COMMITTING VIOLENCE AND TERRORISM AGAINST AMERICANS!!!β
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Neat!
Here's the prevalence of blue eyes in various ancient DNA samples.
Apparently, at the founding of Rome, about 22% had blue eyes, but during the Empire, this dropped to about 4%.
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Here's the prevalence of blue eyes in various ancient DNA samples.
Apparently, at the founding of Rome, about 22% had blue eyes, but during the Empire, this dropped to about 4%.
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There are huge numbers of indians who got their H1B and then moved back to india and work remotely. All of these scammers are going to be absolutely screwed. Just incredible
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Charlie Kirk Day on George Floydβs birthday.
β Libtards are losing their jobs en masse.
β Jimmy Kimmelβs show was canceled.
β ANTIFA are designated terrorists.
β Indian H-1B scammers BTFO.
β Great week, brother! πΊπΈ
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β Libtards are losing their jobs en masse.
β Jimmy Kimmelβs show was canceled.
β ANTIFA are designated terrorists.
β Indian H-1B scammers BTFO.
β Great week, brother! πΊπΈ
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