louaaron / Score-Entropy-Discrete-Diffusion

[ICML 2024 Best Paper] Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution (https://arxiv.org/abs/2310.16834)
https://aaronlou.com/blog/2024/discrete-diffusion/
MIT License
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Conditional Generation #11

Open SpectrezZ opened 1 month ago

SpectrezZ commented 1 month ago

Thx for your landmark contribution to further integrate diffusion model into NLP. However, I afraid I'm not that familiar with conditional generation in the context of diffusion models. To be specific, I use the prompt 'Count from 1 to 100' as '--prefix' and set '--suffix' as '' so this pattern kind of equates procedure of LLMs. But the following generation results fail to align with this prompt, which actually makes me confused. I provide the confusing results below and appreciate your help.

(sedd) root@I1c4022ccb000e01bc9:/home/Score-Entropy-Discrete-Diffusion# python run_sample_cond.py Loading weights from local directory huggingface/tokenizers: The current process just got forked, after parallelism has already been used. Disabling parallelism to avoid deadlocks... To disable this warning, you can either:

  • Avoid using tokenizers before the fork if possible
  • Explicitly set the environment variable TOKENIZERS_PARALLELISM=(true | false) Count from 1 to 100, but it’s possible you get 13 out in a row and two down the middle.

It’s a process which can change how teams learn ins and outs of AFL games.

“It’s a different idea. We’re trying to learn them with each other,” Alex said. “One thing we want to do is you just try and get touchdowns during the game without trying to run a flag.”

“After defending yourself, it’s a lot of work” Alex said.

We didn’t have to go out those steps but probably the program went through our process before we made that connection. “If you’re taking a cart off to this mound and the butterflies are moving past already over to get your hands on the cart, you’ll let them fly again,” David said.

“That would not fly with any tactics, and guess what? It’s more of a real strategy” he said.

“I am afraid of finding them on the field because I have to fly in game times.”

Oh”How much could you say,” Alex said. “These are spring training games, they’re not sort of jet lizards. It’s just fly 2× 10 and if they get it, then it will be a big offense.”

But of course it’d be possible to win if the coach has the team to consider this possibility. We haven’t said for sure if David would play against the lost spring training game, for example, that could represent the start of the 2018 season. “I think Coach is totally open about it. Any manager, the assistant coach, even the safety team, we will say yes immediately,” Alex said a lot.

Related:<|endoftext|>9 times: What have we learned from dealing with the workers employed by security in Des Moines Park area?

Harbor

Boyd says he is unable to operate for the incident.

James Boyd said she believes Boyd was the person shot on Saturday after she had attended the park’s annual meeting with the library.

She said Boyd had asked to join an employee on a different one that took place behind the library’s M-I-L location downtown and which happened during an “allowances patrol” at the time, “just for everyone on the job.”

He said in an interview on Friday that he had “lost any jobs in any of the park operations.”

“We lose a person with a job that we have in general,” Boyd explained Thursday. Boyd added that this incident has “distracted from just me.” She said that even if Boyd sees his husband, he wouldn’t have a job in any other place and that he won’t do their job if he has an opportunity to leave. She said she has worked at an agency for while without a certain lenient policy and said she has seen someone “that wouldn't be simple, but I know this is an impacted person and I’ve dealt with him.�

Boyd said ‘Everybody said he’d be fine, he got it’

“As a business, somebody else probably would be fired him,” she said in a phone interview who has followed the law to remove staff “that just don’t belong to them to the fullest.” However, unlike her husband, Boyd is a social security employee in prison “with the right to stay as people do,” she said, but if Boyd had an opportunity to leave, she said, security would notify him all the time of Boyd’s return to the park and library officials follow them.

In a phone interview, Boyd explained that there were no staff personnel in the library in the transitional situation.

“We get the mandate and do business out by the state courthouse,” Boyd said. “After that, we get the mandate and do business out by the park. At any given moment until this [card] is issued and he can leave … we fulfill our obligation to the people who were still there to be released.” She said the doors of the security opened without incident Monday.

“People we were holding were behind us we had like one with our hands in, apparently just for talking to the reporter,” Boyd said.

Boyd said that while he worked for a few years he attempted to walk away from his job, but he never returned to work after 2009.

“I couldn’t it home, and I was kicked for it, and didn’t go home.

“When this incident happened

sample time: 39.85749173164368 for 1 samples batch_decode time: 0.0013053417205810547