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2024.05.29 05:27 thinkingstranger May 24, 2024
The defense and the prosecution today made their closing statements in the New York criminal case against Trump for falsifying business records to hide a $130,000 payment to adult film actress Stephanie Clifford, also known as Stormy Daniels. The payment was intended to stop her account of her sexual encounter with Trump from becoming public in the days before the 2016 election, when the Trump campaign was already reeling from the Access Hollywood tape showing Trump boasting of sexual assault.
The Biden-Harris campaign showed up at the trial today with veteran actor Robert DeNiro and former police officers Michael Fanone and Harry Dunn, who protected the U.S. Capitol and members of Congress from rioters on January 6, 2021. In words seemingly calculated to get under Trump’s skin, DeNiro said, “We New Yorkers used to tolerate him when he was just another grubby real estate hustler masquerading as a big shot,” and called him a coward.
When Robert Costa of CBS News asked campaign spokesperson Michael Tyler why they had shown up at the trial, Tyler answered: “Because you all are here. You’ve been incessantly covering this day in and day out, and we want to remind the American people ahead of the…first debate on June 27 of the unique, persistent, and growing threat that Donald Trump poses to the American people and to our democracy. So since you all are here, we’re here communicating that message.”
Yesterday, in remarks at Arlington National Cemetery in observance of Memorial Day, President Joe Biden honored “the sacrifice of the hundreds of thousands of women and men who’ve given their lives for this nation. Each one…a link in the chain of honor stretching back to our founding days. Each one bound by common commitment—not to a place, not to a person, not to a President, but to an idea unlike any idea in human history: the idea of the United States of America.”
“[F]reedom has never been guaranteed,” Biden said. “Every generation has to earn it; fight for it; defend it in battle between autocracy and democracy, between the greed of a few and the rights of many…. And just as our fallen heroes have kept the ultimate faith with our country and our democracy, we must keep faith with them,” he said.
His speech at Arlington echoed the message he delivered to this year’s graduating class at the United States Military Academy at West Point, where he urged the graduates to hold fast to their oaths. “On your very first day at West Point, you raised your right hands and took an oath—not to a political party, not to a president, but to the Constitution of the United States of America—against all enemies, foreign and domestic,” he said to applause. Soldiers “have given their lives for that Constitution. They have fought to defend the freedoms that it protects: the right to vote, the right to worship, the right to raise your voice in protest. They have saved and sacrificed to ensure, as President Lincoln said, a ‘government of the people, by the people, and for the people shall not perish from the Earth.’”
“[N]othing is guaranteed about our democracy in America. Every generation has an obligation to defend it, to protect it, to preserve it, to choose it,” he said. “Now, it’s your turn.” Biden spent more than an hour saluting and shaking the hand of each graduate.
In contrast, Trump ushered in Memorial Day with a post on his social media company, saying: “Happy Memorial Day to All, including the Human Scum that is working so hard to destroy our Once Great Country, & to the Radical Left, Trump Hating Federal Judge in New York that presided over, get this, TWO separate trials, that awarded a woman, who I never met before (a quick handshake at a celebrity event, 25 years ago, doesn’t count!), 91 MILLION DOLLARS for “DEFAMATION.” He then continued to attack E. Jean Carroll, the writer who successfully sued him for defamation, before turning to attack Judge Arthur Engoron, who presided over the civil case of Trump and the Trump Organization falsifying documents, and Judge Juan Merchan, who is presiding over the current criminal case in New York.
The message behind this extraordinary post was twofold: Trump can think of nothing but himself…and he appears to be terrified.
On Saturday, May 25, Trump had an experience quite different from his usual reception at rallies of hand-picked supporters. He was resoundingly booed at the national convention of the Libertarian Party in Washington, D.C., where Secret Service agents confiscated squeaky rubber chickens before his speech. Attendees jeered Trump’s order, “You have to combine with us,” even when he reminded them of his libertarian credentials—tax cuts and defunding of federal equality programs—and promised to pardon the January 6 rioters who attacked the U.S. Capitol.
Trump also promised to pardon Ross Ulbricht, who founded and from January 2011 to October 2013 ran an online criminal marketplace called Silk Road, where more than $200 million in illegal drugs and other illicit goods and services, such as computer hacking, were bought and sold. Most of the sales were of drugs, with the Silk Road home page listing nearly 13,000 options, including heroin, cocaine, ecstasy, and LSD. The wares were linked to at least six deaths from overdose around the world. In May 2015, Ulbricht was sentenced to life in prison and was ordered to forfeit more than $180 million.
Libertarians want Ulbricht released because they support drug legalization on the grounds that people should be able to make their own choices and they see Ulbricht’s sentence as government overreach. Trump has repeatedly called for the death penalty for drug dealers, making his promise to pardon Ulbricht an illustration of just how badly he thinks he needs the support of Libertarian voters. But they refused to endorse him.
Trump appeared angry, and on Sunday, as Greg Sargent reported in The New Republic, he reposted a video of a man raging at MSNBC host Joe Scarborough. In it, the man says that when Trump is reelected: “He’ll get rid of all you f*cking liberals. You liberals are gone when he f*cking wins. You f*cking blowjob liberals are done. Uncle Donnie’s gonna take this election—landslide. Landslide, you f*cking half a blowjob. Landslide. Get the f*ck out of here, you scumbag.”
Trump’s elevation of this video, Sargent notes, is a dangerous escalation of his already violent rhetoric, and yet it has gotten very little media attention.
Last November, Matt Gertz of Media Matters reported that ABC News, CBS News, and NBC News provided 18 times more coverage of 2016 Democratic presidential nominee Hillary Clinton’s comment at a fundraising event that “you could put half of Trump’s supporters into what I call the basket of deplorables” who are “racist, sexist, homophobic, xenophobic, Islamophobic,” than they provided of Trump’s November 2023 promise to “root out the communist, Marxist, fascist and the radical left thugs that live like vermin within the confines of our country.”
CNN, the Fox News Channel, and MSNBC mentioned the “deplorables” comment nearly 9 times more than Trump’s “vermin” language. The ratio for the five highest-circulating U.S. newspapers was 29:1.
Clinton’s statement was consistent with polling, and she added that the rest of Trump’s supporters were “people who feel that the government has let them down, the economy has let them down, nobody cares about them, nobody worries about what happens to their lives and their futures, and they’re just desperate for change.” She said: “Those are people we have to understand and empathize with as well.”
Sargent noted that news stories require context and that Trump’s elevation of the violent video should be placed alongside his many threats to prosecute his enemies. While there is often concern over disrespect toward right-wing voters, Sargent writes, there has been very little attention to the presumptive Republican presidential nominee’s posting of “a video that declares a large ideological subgroup of Americans ‘done’ and ‘gone’ if he is elected.”
Scott MacFarlane of CBS News reported yesterday that Republicans have ignored a law passed in March 2022 requiring the placement of a small plaque honoring police officers who protected the U.S. Capitol and the lawmakers and staffers there on January 6, 2021. It was supposed to be in place by March 2023 but has not gone up. A spokesperson for House speaker Mike Johnson (R-LA) says his office is working on it. Kayla Tausche of CNN reported today that three of the police officers at the Capitol that day—Sergeant Aquilino Gonell and Officer Harry Dunn, both retired, and Officer Daniel Hodges, who is still with the Washington, D.C., metropolitan police—will be traveling to swing states for the Biden campaign to tell voters that Trump threatens Americans’ fundamental rights.
Finally, today, Melinda French Gates, co-founder of the Bill & Melinda Gates Foundation, announced $1 billion in new spending over the next two years “for people and organizations working on behalf of women and families around the world, including on reproductive rights in the United States.” Only 2% of charitable giving in the U.S. goes to these organizations, she wrote the New York Times, and “[f]or too long, a lack of money has forced organizations fighting for women's rights into a defensive posture while the enemies of progress play offense. I want to help even the match.”
—
Notes:
https://www.politico.com/news/2024/05/26/libertarians-reject-trump-rfk-chase-oliver-presidential-nominee-00160040
https://www.whitehouse.gov/briefing-room/speeches-remarks/2024/05/27/remarks-by-president-biden-at-the-156th-national-memorial-day-observance-arlington-va/
https://www.whitehouse.gov/briefing-room/speeches-remarks/2024/05/25/remarks-by-president-biden-in-commencement-address-to-the-united-states-military-academy-at-west-point-west-point-ny/
https://newrepublic.com/article/181973/trump-media-attacks-media-dangerous-turn
https://www.cbsnews.com/news/congress-fails-to-install-plaque-honoring-jan-6-police-officers/
https://www.cnn.com/2024/05/28/politics/biden-campaign-january-6-officers/index.html
https://www.bbc.com/news/articles/c722qy5dzlgo
https://www.politico.com/news/2024/05/25/trump-commute-ross-ulbricht-sentence-libertarian-convention-00160025
https://www.ice.gov/news/releases/ross-ulbricht-aka-dread-pirate-roberts-sentenced-life-federal-prison-creating
https://www.businessinsider.com/trump-is-spotlighting-ross-ulbricht-silk-road-appeal-to-libertarians-2024
https://thehill.com/homenews/campaign/4305566-trump-doubles-down-death-penalty-for-drug-dealers/
https://www.mediamatters.org/donald-trump/major-news-outlets-gave-much-less-coverage-trumps-vermin-attack-then-they-did-clintons
https://thehill.com/homenews/campaign/4687060-donald-trump-squeaky-chicken-libertarian-controversy/
https://www.nytimes.com/2024/05/28/opinion/melinda-french-gates-reproductive-rights.html
The Dworkin ReportDe Niro and Jan 6 Heroes Unload on Trump Outside NY TrialRobert De Niro just showed up outside the New York City courthouse, where Trump is facing 34 felony counts. Rightwing lunatics are already trying to start conspiracy theories lying and saying that thi…Read more8 hours ago · 765 likes · 132 comments · Scott Dworkin
X:
BidenHQ/status/1795469679542100005
costareports/status/1795484830349852855
adamkinzingestatus/1795111150494826743
BidenHQ/status/1795468053993357493
submitted by thinkingstranger to HeatherCoxRichardson [link] [comments]
The Biden-Harris campaign showed up at the trial today with veteran actor Robert DeNiro and former police officers Michael Fanone and Harry Dunn, who protected the U.S. Capitol and members of Congress from rioters on January 6, 2021. In words seemingly calculated to get under Trump’s skin, DeNiro said, “We New Yorkers used to tolerate him when he was just another grubby real estate hustler masquerading as a big shot,” and called him a coward.
When Robert Costa of CBS News asked campaign spokesperson Michael Tyler why they had shown up at the trial, Tyler answered: “Because you all are here. You’ve been incessantly covering this day in and day out, and we want to remind the American people ahead of the…first debate on June 27 of the unique, persistent, and growing threat that Donald Trump poses to the American people and to our democracy. So since you all are here, we’re here communicating that message.”
Yesterday, in remarks at Arlington National Cemetery in observance of Memorial Day, President Joe Biden honored “the sacrifice of the hundreds of thousands of women and men who’ve given their lives for this nation. Each one…a link in the chain of honor stretching back to our founding days. Each one bound by common commitment—not to a place, not to a person, not to a President, but to an idea unlike any idea in human history: the idea of the United States of America.”
“[F]reedom has never been guaranteed,” Biden said. “Every generation has to earn it; fight for it; defend it in battle between autocracy and democracy, between the greed of a few and the rights of many…. And just as our fallen heroes have kept the ultimate faith with our country and our democracy, we must keep faith with them,” he said.
His speech at Arlington echoed the message he delivered to this year’s graduating class at the United States Military Academy at West Point, where he urged the graduates to hold fast to their oaths. “On your very first day at West Point, you raised your right hands and took an oath—not to a political party, not to a president, but to the Constitution of the United States of America—against all enemies, foreign and domestic,” he said to applause. Soldiers “have given their lives for that Constitution. They have fought to defend the freedoms that it protects: the right to vote, the right to worship, the right to raise your voice in protest. They have saved and sacrificed to ensure, as President Lincoln said, a ‘government of the people, by the people, and for the people shall not perish from the Earth.’”
“[N]othing is guaranteed about our democracy in America. Every generation has an obligation to defend it, to protect it, to preserve it, to choose it,” he said. “Now, it’s your turn.” Biden spent more than an hour saluting and shaking the hand of each graduate.
In contrast, Trump ushered in Memorial Day with a post on his social media company, saying: “Happy Memorial Day to All, including the Human Scum that is working so hard to destroy our Once Great Country, & to the Radical Left, Trump Hating Federal Judge in New York that presided over, get this, TWO separate trials, that awarded a woman, who I never met before (a quick handshake at a celebrity event, 25 years ago, doesn’t count!), 91 MILLION DOLLARS for “DEFAMATION.” He then continued to attack E. Jean Carroll, the writer who successfully sued him for defamation, before turning to attack Judge Arthur Engoron, who presided over the civil case of Trump and the Trump Organization falsifying documents, and Judge Juan Merchan, who is presiding over the current criminal case in New York.
The message behind this extraordinary post was twofold: Trump can think of nothing but himself…and he appears to be terrified.
On Saturday, May 25, Trump had an experience quite different from his usual reception at rallies of hand-picked supporters. He was resoundingly booed at the national convention of the Libertarian Party in Washington, D.C., where Secret Service agents confiscated squeaky rubber chickens before his speech. Attendees jeered Trump’s order, “You have to combine with us,” even when he reminded them of his libertarian credentials—tax cuts and defunding of federal equality programs—and promised to pardon the January 6 rioters who attacked the U.S. Capitol.
Trump also promised to pardon Ross Ulbricht, who founded and from January 2011 to October 2013 ran an online criminal marketplace called Silk Road, where more than $200 million in illegal drugs and other illicit goods and services, such as computer hacking, were bought and sold. Most of the sales were of drugs, with the Silk Road home page listing nearly 13,000 options, including heroin, cocaine, ecstasy, and LSD. The wares were linked to at least six deaths from overdose around the world. In May 2015, Ulbricht was sentenced to life in prison and was ordered to forfeit more than $180 million.
Libertarians want Ulbricht released because they support drug legalization on the grounds that people should be able to make their own choices and they see Ulbricht’s sentence as government overreach. Trump has repeatedly called for the death penalty for drug dealers, making his promise to pardon Ulbricht an illustration of just how badly he thinks he needs the support of Libertarian voters. But they refused to endorse him.
Trump appeared angry, and on Sunday, as Greg Sargent reported in The New Republic, he reposted a video of a man raging at MSNBC host Joe Scarborough. In it, the man says that when Trump is reelected: “He’ll get rid of all you f*cking liberals. You liberals are gone when he f*cking wins. You f*cking blowjob liberals are done. Uncle Donnie’s gonna take this election—landslide. Landslide, you f*cking half a blowjob. Landslide. Get the f*ck out of here, you scumbag.”
Trump’s elevation of this video, Sargent notes, is a dangerous escalation of his already violent rhetoric, and yet it has gotten very little media attention.
Last November, Matt Gertz of Media Matters reported that ABC News, CBS News, and NBC News provided 18 times more coverage of 2016 Democratic presidential nominee Hillary Clinton’s comment at a fundraising event that “you could put half of Trump’s supporters into what I call the basket of deplorables” who are “racist, sexist, homophobic, xenophobic, Islamophobic,” than they provided of Trump’s November 2023 promise to “root out the communist, Marxist, fascist and the radical left thugs that live like vermin within the confines of our country.”
CNN, the Fox News Channel, and MSNBC mentioned the “deplorables” comment nearly 9 times more than Trump’s “vermin” language. The ratio for the five highest-circulating U.S. newspapers was 29:1.
Clinton’s statement was consistent with polling, and she added that the rest of Trump’s supporters were “people who feel that the government has let them down, the economy has let them down, nobody cares about them, nobody worries about what happens to their lives and their futures, and they’re just desperate for change.” She said: “Those are people we have to understand and empathize with as well.”
Sargent noted that news stories require context and that Trump’s elevation of the violent video should be placed alongside his many threats to prosecute his enemies. While there is often concern over disrespect toward right-wing voters, Sargent writes, there has been very little attention to the presumptive Republican presidential nominee’s posting of “a video that declares a large ideological subgroup of Americans ‘done’ and ‘gone’ if he is elected.”
Scott MacFarlane of CBS News reported yesterday that Republicans have ignored a law passed in March 2022 requiring the placement of a small plaque honoring police officers who protected the U.S. Capitol and the lawmakers and staffers there on January 6, 2021. It was supposed to be in place by March 2023 but has not gone up. A spokesperson for House speaker Mike Johnson (R-LA) says his office is working on it. Kayla Tausche of CNN reported today that three of the police officers at the Capitol that day—Sergeant Aquilino Gonell and Officer Harry Dunn, both retired, and Officer Daniel Hodges, who is still with the Washington, D.C., metropolitan police—will be traveling to swing states for the Biden campaign to tell voters that Trump threatens Americans’ fundamental rights.
Finally, today, Melinda French Gates, co-founder of the Bill & Melinda Gates Foundation, announced $1 billion in new spending over the next two years “for people and organizations working on behalf of women and families around the world, including on reproductive rights in the United States.” Only 2% of charitable giving in the U.S. goes to these organizations, she wrote the New York Times, and “[f]or too long, a lack of money has forced organizations fighting for women's rights into a defensive posture while the enemies of progress play offense. I want to help even the match.”
—
Notes:
https://www.politico.com/news/2024/05/26/libertarians-reject-trump-rfk-chase-oliver-presidential-nominee-00160040
https://www.whitehouse.gov/briefing-room/speeches-remarks/2024/05/27/remarks-by-president-biden-at-the-156th-national-memorial-day-observance-arlington-va/
https://www.whitehouse.gov/briefing-room/speeches-remarks/2024/05/25/remarks-by-president-biden-in-commencement-address-to-the-united-states-military-academy-at-west-point-west-point-ny/
https://newrepublic.com/article/181973/trump-media-attacks-media-dangerous-turn
https://www.cbsnews.com/news/congress-fails-to-install-plaque-honoring-jan-6-police-officers/
https://www.cnn.com/2024/05/28/politics/biden-campaign-january-6-officers/index.html
https://www.bbc.com/news/articles/c722qy5dzlgo
https://www.politico.com/news/2024/05/25/trump-commute-ross-ulbricht-sentence-libertarian-convention-00160025
https://www.ice.gov/news/releases/ross-ulbricht-aka-dread-pirate-roberts-sentenced-life-federal-prison-creating
https://www.businessinsider.com/trump-is-spotlighting-ross-ulbricht-silk-road-appeal-to-libertarians-2024
https://thehill.com/homenews/campaign/4305566-trump-doubles-down-death-penalty-for-drug-dealers/
https://www.mediamatters.org/donald-trump/major-news-outlets-gave-much-less-coverage-trumps-vermin-attack-then-they-did-clintons
https://thehill.com/homenews/campaign/4687060-donald-trump-squeaky-chicken-libertarian-controversy/
https://www.nytimes.com/2024/05/28/opinion/melinda-french-gates-reproductive-rights.html
The Dworkin ReportDe Niro and Jan 6 Heroes Unload on Trump Outside NY TrialRobert De Niro just showed up outside the New York City courthouse, where Trump is facing 34 felony counts. Rightwing lunatics are already trying to start conspiracy theories lying and saying that thi…Read more8 hours ago · 765 likes · 132 comments · Scott Dworkin
X:
BidenHQ/status/1795469679542100005
costareports/status/1795484830349852855
adamkinzingestatus/1795111150494826743
BidenHQ/status/1795468053993357493
2024.05.29 05:27 Tutor_dchris HMU for Expert Help in Essays, Research Papers, Term Papers, Theses, Dissertations, Assignments, Lab Reports, Case Studies, Statistics, Calculus, Chemistry, Biology, History, Coding, Java, Python, PHP, Complex Math, Engineering, and more! W/A Call/Text: +1 (915) 282‑4866, Discord: Anwyll065
We offer an array of services tailored to meet your academic and professional needs!
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2024.05.29 05:24 Free_Advantage_8595 Vision language model quantization and performance with LMDeploy
 | Starting from version v0.4.2, LMDeploy supports 4-bit quantization and deployment of VL models, including: submitted by Free_Advantage_8595 to LocalLLaMA [link] [comments]
Set envInstall lmdeploy with pip (python 3.8+) or from source.conda create -n lmdeploy python==3.10 pip install lmdeployThe default prebuilt package is compiled on CUDA 12. However, if CUDA 11+ is required, you can install lmdeploy by: export LMDEPLOY_VERSION=0.4.2 export PYTHON_VERSION=310 pip install https://github.com/InternLM/lmdeploy/releases/download/v${LMDEPLOY_VERSION}/lmdeploy-${LMDEPLOY_VERSION}+cu118-cp${PYTHON_VERSION}-cp${PYTHON_VERSION}-manylinux2014_x86_64.whl --extra-index-url https://download.pytorch.org/whl/cu118 QuantizationLMDeploy adopts AWQ algorithm for 4bit weight-only quantization. By developed the high-performance cuda kernel, the 4bit quantized model inference achieves up to 2.4x faster than FP16. LMDeploy supports the following NVIDIA GPU for W4A16 inference:
export HF_MODEL=OpenGVLab/Mini-InternVL-Chat-2B-V1-5 export WORK_DIR=Mini-InternVL-Chat-2B-V1-5-4bit lmdeploy lite auto_awq \ $HF_MODEL \ --calib-dataset 'ptb' \ --calib-samples 128 \ --calib-seqlen 2048 \ --w-bits 4 \ --w-group-size 128 \ --batch-size 1 \ --search-scale False \ --work-dir $WORK_DIRPlease note that LMDeploy’s quantization process involves quantizing the Llama model layer by layer, with each layer being loaded from the CPU to the GPU before quantization and then unloaded back to the CPU after quantization. This approach reduces the GPU memory pressure during the quantization process. Additionally, each layer is quantized in batches of --batch-size, which further decreases GPU memory usage. However, this also means that the quantization process will take longer. If the GPU memory is sufficient, you can set a larger --batch-size to speed up the process. Finally, if the accuracy of the quantized model does not meet expectations, you can enable --search-scale for further refinement. If this option is not enabled, the quantization process will default to a smooth quantization approach. PipelineLMDeploy abstracts the complex inference process of Visual-Language Models (VLMs) into a simple and user-friendly pipeline. Its usage is similar to the inference pipeline of Large Language Models (LLMs).from lmdeploy import pipeline from lmdeploy.messages import TurbomindEngineConfig from lmdeploy.vl import load_image model = 'Mini-InternVL-Chat-2B-V1-5-4bit' image = load_image('https://raw.githubusercontent.com/open-mmlab/mmdeploy/main/tests/data/tiger.jpeg') backend_config = TurbomindEngineConfig(model_format='awq') pipe = pipeline(model, backend_config=backend_config, log_level='INFO') response = pipe(('describe this image', image)) print(response) In the example above, using our quantized Mini-InternVL-Chat-2B-V1-5-4bit model, you can see that the model successfully recognized the tiger in the image and provided a description. For users with multi-GPU machines who wish to make more efficient use of their hardware resources, they can refer to the following example to utilize tensor parallelism.from lmdeploy import pipeline from lmdeploy.messages import TurbomindEngineConfig from lmdeploy.vl import load_image model = 'Mini-InternVL-Chat-2B-V1-5-4bit' image = load_image('https://raw.githubusercontent.com/open-mmlab/mmdeploy/main/tests/data/tiger.jpeg') backend_config = TurbomindEngineConfig(model_format='awq', tp=2) pipe = pipeline(model, backend_config=backend_config, log_level='INFO') response = pipe(('describe this image', image)) print(response) Both the language model and the visual model will be evenly distributed across the two GPUs for inference. For more usage examples of the pipeline, you can refer to the LMDeploy documentation.ServingUse the LMDeploy CLI tool to start the VL model service with a single command:lmdeploy serve api_server Mini-InternVL-Chat-2B-V1-5-4bit --max-batch-size 256 --vision-max-batch-size 16Here, --max-batch-size represents the maximum concurrency for the LLM part on the server side, while --vision-max-batch-size is the maximum concurrency for the vision part on the server side. This means that if each client request includes an image, the actual maximum concurrency on the server side will be determined by --vision-max-batch-size. For more tips on deploying services, you can refer to the service documentation provided by LMDeploy. BenchmarkThe following figure illustrates the actual token generation rate per second for a deployed Mini-InternVL-Chat-2B-V1-5 quantized model on an A100-SMX4-80G graphics card. Each request in the graph includes an image with a resolution of 512*512.https://preview.redd.it/xrdrrnvw9a3d1.png?width=1852&format=png&auto=webp&s=9965e08c1bc2dad5534f1ce4e5f0ceccf39c1860 The graph above shows that after a concurrency level of 16, the throughput (out tokens/s) of the model increases at a slower rate. Additionally, as the concurrency continues to rise, the latency for the first token increases sharply. This is because the batch size for the vision model inference is set to 16 when the service starts. When the number of concurrent requests exceeds this number, subsequent requests have to wait for the earlier requests to be processed before they can be handled. Therefore, users need to allocate appropriate values for the --max-batch-size and --vision-max-batch-size parameters based on their actual usage scenarios. Moreover, we used the same method to test the throughput of the model before and after quantization. The comparison results are illustrated in the following graph: https://preview.redd.it/j8v13t3u9a3d1.png?width=2143&format=png&auto=webp&s=3f840cf2515ab471f813a7cc7a8f72997e0bc4b1 The line graph above shows that the quantized model has a higher throughput. Considering the data presented, users might want to consider quantizing their models using the quantization tool before deployment, as this will result in better inference performance for the service. |
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2024.05.29 05:17 Jom_Squared Any free softwares to generate quiz from multiple pdf files?
Hello, I'm in need of a software for my study review that allows collection of multiple pdf files and can generate a quiz from gathering random questions from it, but i just cant seem to find one online by myself. All of my pdfs may combined consists of 20 files and about 2000 questions in total, but I'm only trying to randomly pick only about 100 for every trial.
Is there any software that exists? Thank you so much in advanced for your answers.
submitted by Jom_Squared to GetStudying [link] [comments]
Is there any software that exists? Thank you so much in advanced for your answers.
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submitted by Salt-Artist-4633 to AltcoinAdvisor [link] [comments]
Many crypto casinos implement a concept called "provably fair gaming," which allows players to independently verify the fairness of each game by checking the algorithms and cryptographic techniques used in generating outcomes.
Despite the benefits, users should be cautious and conduct thorough research before engaging in crypto casino gaming. Regulatory considerations, the reputation of the platform, and security measures are crucial factors to evaluate.
Cryptocurrency has entered the casino gaming market, offering users a decentralized and sometimes more transparent alternative to traditional online casinos.
Some platforms use blockchain tokens to represent in-game assets, such as chips or tokens, enhancing the gaming experience and providing users with a sense of ownership.
Many crypto casinos implement a concept called "provably fair gaming," which allows players to independently verify the fairness of each game by checking the algorithms and cryptographic techniques used in generating outcomes.
Dedicated crypto casino platforms have emerged, allowing users to play a variety of games using different cryptocurrencies. Examples include BitStarz, FortuneJack, and CryptoSlots.
Here HugeWin is an interesting platform in crypto casino games.
Hugewin is the latest model casino and betting site that started broadcasting in January 2024.Hugewin has set out with the vision of becoming the largest online casino in the world with its expert team.
Their priority on this path is to ensure that our customers spend time in a fun and reliable environment without any complaints.
It is also important for a player to know that he/she can instantly get the money he/she earns as much as the pleasure she gets from the game.
Hugewin guarantees immediate payment of the winnings, regardless of the amount. Its token HUGE is available to buy on many leading exchanges such as XT, LBank, Deepcoin etc. worth to grab it now as well.
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2024.05.29 05:01 Jom_Squared Any free softwares to generate quiz from multiple pdf files?
Hello, I'm in need of a software for my study review that allows collection of multiple pdf files and can generate a quiz from gathering random questions from it, but i just cant seem to find one online by myself. All of my pdfs may combined consists of 20 files and about 2000 questions in total, but I'm only trying to randomly pick only about 100 for every trial.
Is there any software that exists? Thank you so much in advanced for your answers.
submitted by Jom_Squared to techsupport [link] [comments]
Is there any software that exists? Thank you so much in advanced for your answers.
2024.05.29 04:59 Ayahuasca-Church-NY Upcoming Ayahuasca & Kambo June 6-8, Huntington
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2024.05.29 04:59 hammadart some tips to find animation projects
Here are some tips to help you get animation clients:
submitted by hammadart to animation [link] [comments]
- Build a strong portfolio: Showcase your best work to demonstrate your skills and style.
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- Stay proactive and responsive: Quickly respond to inquiries, and follow up with leads to build relationships and trust.
2024.05.29 04:58 holier-than-now Conrad, Your Foolish King
 | Bot link HERE! Initial Message: submitted by holier-than-now to JanitorAI_Official [link] [comments] Conrad settled himself slowly onto his throne, grunting with a sigh as his joints seemed to creak in his old age. ‘The weight surely doesn’t help,’ he cringed at his thought, leaning back in his throne as he took a deep breath, his large stomach rising and falling with the air and his thick fingers gripping the golden clad armrests of his throne. His knuckles were white before he let go, drumming his fingers wrapped with rings, some with a glistening emerald matching his crown. The rhythmic thunking of the rings against his chair always soothed him. These days, his mind either had to focus on a small, hypnotic noise or delve into a daydream, lest he truly lose his mind. His teeth grit; everyone in the kingdom of Rannalla already thought he was losing him mind, so what of it if he let himself go? Let himself go. The words of his wife, the queen, the last words before she snapped and decided to avoid him like a plague ridden rat. ‘A *fat*, plague ridden rat,’ he scolded himself, ‘A gluttonous, foolish, plague ridden rat.’ He sneered, his eyes not seeming focused on anything, his only vision being the nightmare that was his mind. His head leaned back with a thud, then another as he thumped it again, trying to move on from his mental flogging. But, his daydreams don’t truly protect him, either. They consisted mostly of remembering his adventures of a free, virile prince. Adventures away from brutish politics and arranged marriages to shallow women. Such things were always nice in the moment, the wind in his hair as his horse took him into town to be hollered at and adored, but afterwards… Afterwards, after such dreams, reality sets in, and such a crash is not pleasant. The reality was, as Conrad imagined, was that everyone, even his most loyal guards, are simply waiting for him to die and to be replaced by his son, the crown prince, Elias. That, down to the last peasant, everyone simply regards him as an old fool. He even wonders if, given the choice, his people would choose to lob off his head to make room for his son. Luckily though, the thought does not scare him as he does not fear death, but it certainly doesn’t help his mood. Conrad’s body may have deteriorated along with his mind, but so has deteriorated the patience of the people around him, it seems. After his son became a viable candidate for the crown, grown into a fine young man, Conrad started to feel like a vessel of royal seed and nothing more. It surely never helped that his son seemed to be so openly eager to replace him along with being a mama’s boy. His eyes wandered around his throne room, observing his knights standing stone still across the walls of the luxuriant space. One stood at his side as he sat, and he eyed him, his lips parting to speak. “Will you fetch my court jester, {{user}}?” His voice deep and smooth, attempting to sound more casual and less melancholic, “If no one is here to address me for an important matter, I’d prefer to be entertained.” The spear at the knight’s side slammed down curtly, acknowledging the order wordlessly before swiftly moving to fulfill the order. Only gone for a moment, the knight came back following behind {{user}} as an escort. |
2024.05.29 04:56 mountainbird1967 Upgrading Level 1?
I bought a Level 1 apparently just a few months before Level 2 came out I guess. It has been great for me, I commute 16 miles round trip for work about 3 days a week for the past almost 3 years, through the heat of the summer and some below freezing winter days.
It’s a great bike. But I have serious bike envy now, my son bought the latest Aventure and we just put it together tonight.. wow! The design changes are amazing. From what I see online, the Level 2 has all that great updated technology and design too.
Long story short, I would love a newer Level, but that would be silly because my bike is doing great, so why spend so much.
So, imagine you have a good old Level and want to hold on to it for a while, what upgrades could you make, if any, to enjoy it more and help it last longer?
Anyone have any ideas?
submitted by mountainbird1967 to Aventon [link] [comments]
It’s a great bike. But I have serious bike envy now, my son bought the latest Aventure and we just put it together tonight.. wow! The design changes are amazing. From what I see online, the Level 2 has all that great updated technology and design too.
Long story short, I would love a newer Level, but that would be silly because my bike is doing great, so why spend so much.
So, imagine you have a good old Level and want to hold on to it for a while, what upgrades could you make, if any, to enjoy it more and help it last longer?
Anyone have any ideas?
2024.05.29 04:53 ImpressionBrave3471 Secret Email System
For Anyone Looking To Start, Scale and Grow A Digital Business In 2024 "New Book Reveals How I Built A 7-Figure Online Business Using Nothing But Ethical Email Marketing To Drive Revenue, Sales and Commissions...” Without Ever Creating Product, Without Fulfilling Services, Without Running Ads, or Ever Doing Customer Service – And Best of All Only Working 30 Minutes A Day, All While Automatically Generating Sales 24/7
submitted by ImpressionBrave3471 to u/ImpressionBrave3471 [link] [comments]