senko-sleepy-fox/Senko-san-medium-abcd
Text Generation โข Updated โข 11 โข 2
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SteveMcQueen#3713: Joined the server.
Sid#2121: Joined the server.
Sid#2121: ๐
Daj#7482: Hello hello
Daj#7482: I'll get myself up to speed on how to properly set up and admin a discord server soon
Sid#2121: wish i could be of any help at all in that regard lol
Daj#7482: I think our needs are pretty minimal haha, but f... |
bmk#1476: https://cdn.discordapp.com/attachments/729741769738158194/730093559427891250/unknown.png
bmk#1476: wrote this up
Daj#7482: Try that
Daj#7482: I do like the colors lol
Sid#2121: ooh how do i get a fancy colour
Sid#2121: DAMN
Sid#2121: already have one
Sid#2121: nice
Daj#7482: Yea I just created a GPT Neo role... |
Daj#7482: but if you have a cooler name totally open
bmk#1476: LibreLM
bmk#1476: NeoLM
Sid#2121: I like using GPT because, well, it's gpt
Sid#2121: we're not doing anything totally novel
Sid#2121: aside from open sourcing it
bmk#1476: LibreGPT
Daj#7482: I feel like we might not wanna overuse the Libre/Open names
Daj#74... |
SteveMcQueen#3713: Well that solves that
Daj#7482: Yea haha, I was an early adopter of TFRC and know the guys in charge semi personally
Daj#7482: So we have theoretical access to up to 2048 TPU cores whenever
Daj#7482: (though that many are usually not free)
Daj#7482: I made a #links channel meant for clean posts of li... |
Daj#7482: That sounds cool
bmk#1476: yeah
bmk#1476: also once we have this dataset and we've trained a GPT3 replica we should publish a paper about it, with the focus being on the dataset
Daj#7482: You think we could do that? I'd absolutely love to
bmk#1476: it's worth a shot
Daj#7482: Though I don't have the connectio... |
bmk#1476: I'll add a "current datasources" section
bmk#1476: to the document
Daj#7482: Can you pin your gdoc to the gpt-neo channel?
bmk#1476: done
Daj#7482: Lovely!
bmk#1476: https://cdn.discordapp.com/attachments/729741769738158194/730105119252807782/unknown.png
bmk#1476: am i missing anything important
Daj#7482: Se... |
Daj#7482: _Larger_ GPT2 won't work without TFM
Daj#7482: but we could experiment with 1.5B right away basically. Just need to converto tfrecords and upload to google cloud
bmk#1476: i have no idea how to do that
Daj#7482: I can write the scripts for it if we have the texts
Daj#7482: Not that hard
bmk#1476: what's more ... |
bmk#1476: ok well we have WT1, BC, Wiki, OC so far
bmk#1476: I can make some LG from the data i already have downloaded
bmk#1476: and is the core download done?
Daj#7482: You can see my old tfrecords scripts in the GPTNeo/datasets folder if you wanna have a look. Though they produce the "sample randomly" kind of tfreco... |
Takedown: The 3rd Infantry Divisionโs
Twenty-one Day Assault on Baghdad
Pershing: A Biography
The Canons of Jihad: Terroristsโ Strategy for Defeating America (editor)
The Making of Peace: Rulers, States, and the Aftermath of War (co-editor, with Williamson Murray)
Copyright ยฉ 2011 by James Lacey
Maps copyrig... |
Published in the United States by Bantam Books, an imprint of The Random House Publishing Group, a division of Random House, Inc., New York.
BANTAM BOOKS and the rooster colophon are registered trademarks of Random House, Inc.
Grateful acknowledgment is made to Pantheon Books, a division of Random House, Inc., for p... |
www.bantamdell.com
Jacket design: Christopher Sergio
Jacket photograph: ยฉ National Museum of Scotland / The Bridgeman Art Library
v3.1
```
bmk#1476: these files are a few hundred kb-1mb anyways so this is a tiny fraction of the data
Daj#7482: It's not breaking or anything
Daj#7482: Dunno if it's worth investing ef... |
Daj#7482: It might actually be on net worth it to cut out the first page or so. Dunno something we can think about/experiment with down the line
bmk#1476: ok ill do cutting
Daj#7482: This is the kind of nitty gritty trial-by-error data people will benefit from later too
Daj#7482: lol we could do like a statistical test... |
Daj#7482: Data science and ML is black magicโข๏ธ
bmk#1476: for SmallLibGenโข๏ธ
Daj#7482: Which is imo a technical term that means "needs a lot of subjective judgement"
Daj#7482: Sounds good
bmk#1476: should we switch from json to bson for extra speed
bmk#1476: (with backwards compat)
Daj#7482: Any speed gain is worth it at... |
Daj#7482: Just saying
Daj#7482: Haha
Sid#2121: I actually think I might rather not, idk
Daj#7482: Nah I getcha
Sid#2121: it's something to think about
Daj#7482: I just have a twisted sense of humor
Daj#7482: maybe we'll make GPT-Toxic
Daj#7482: as a side project
Sid#2121: lmao. just entirely 4chan?
Sid#2121: 4chan dist... |
Daj#7482: Agreed
Daj#7482: 4chan archives keep popping up and dying all the time, so we might have to look around a bit
bmk#1476: 4ch archives are really fragmented unfortunately
Daj#7482: Still, if no one else wants to I would (when I'm more free) try to collect as much as I can lol
Sid#2121: who runs 4ch these days?
... |
Daj#7482: Since it's also probably shit
bmk#1476: but 4chan isnt just "high level of toxicity", it's literally the definition of toxicity on the internet
Daj#7482: I know worse places tbh
bmk#1476: on the popular internet
Sid#2121: well, 8ch
Daj#7482: it's more just 14-18 year olds being edgy
bmk#1476: *ch
Daj#7482: Bu... |
bmk#1476: i think we should get the more important data, like WT2, before turning to such.. unorthodox sources
Daj#7482: I hate everyone I met there lol
Daj#7482: Absolutely
Sid#2121: @bmk how is the AWS link you posted to the enron data 210Gb lol? a source I've found is like 400mb
Sid#2121: how is that formatted
bmk#1... |
Sid#2121: I mean, the order is important, but I assume the reddit data is ordered anyway, no? at least in some sense
SteveMcQueen#3713: pushshift data is afaik not, we will literally just get a metric ton of comments/submissions
SteveMcQueen#3713: which is fine, but it wont learn much besides grammar, syntax and a bit ... |
Sid#2121: oh boy
SteveMcQueen#3713: Filtering out the meta data should be pretty easy
SteveMcQueen#3713: Might be a bit cumbersome and take some time, but setting up the script shouldn't take long
bmk#1476: ?
bmk#1476: I've worked with the ps data before and it's not bad
Sid#2121: sure, probably easy to parse, but awfu... |
Daj#7482: I mean the GShard people already trained a 1T model it was just shit
goolulusaurs#1571: Oh, I haven't read through that one
Daj#7482: They only briefly mention that they tried but couldn't do it because of "numerical stability"
Daj#7482: iirc
Sid#2121: what does that mean exactly
Sid#2121: is that something w... |
Sid#2121: ah yes
Sid#2121: that's what i meant
Daj#7482: So pretty big
Sid#2121: hefty boi
Daj#7482: Haha
Daj#7482: The "1T or bust" thing is really more of a meme imo. Of course we'll _try_ to make a 1T train but it's not likely to produce anything more than a proof of concept
Daj#7482: GPT3 sizes are probably the swe... |
Sid#2121: there's probably a lot of technical hitches to get past
Sid#2121: that will be better tackled by a proper lab
Daj#7482: Binary or low precision waits would be super interesting, but TPUs don't support lower than bfloat16
Daj#7482: iirc
Daj#7482: Those fancy new A100 GPUs have great support for 8bit apparently... |
Sid#2121: i'm going to start a tfmesh channel in resources and post a few things
Daj#7482: Yep I imagine the allreduce operations to be a big overhead
Daj#7482: Sounds good
Daj#7482: @Sid your colab is not accessible
Sid#2121: oops
Sid#2121: @Daj better?
Daj#7482: Yep ๐
Daj#7482: Cool stuff
Sid#2121: I reckon it's not... |
Sid#2121: i turned eval off haha
Sid#2121: https://www.youtube.com/watch?v=pjvQFtlNQ-M
Daj#7482: Yea I added a flag to disable it by default in master too
Daj#7482: You've definitely made a lot of progress, cool stuff! Once we get GPT in some capacity running on TFM scaling up should (_should_) be nice and easy
Sid#212... |
bmk#1476: can you change it 30 times a second to emulate animated icons
bmk#1476: *big brain hacker moment*
Daj#7482: haha
Sid#2121: ah no i haven't built any processing pipeline yet to actually make the variable logos
Sid#2121: but it can do cheatcodes
Sid#2121: up up down down left right left right b a start
Isaac Mc... |
@Sid Ah yes fair
Sid#2121: plus i can't get my gan model up to my drive lol my upload speed to google is literally non-existent for some reason
Daj#7482: Strange
Sid#2121: i mean, i can upload pics here
Sid#2121: but for drive it just stalls
Sid#2121: idk
bmk#1476: someone needs to make a cheaper, more platform agnosti... |
bmk#1476: so i'd call up SWFoTaaS and have them mail my data to the Cloudโข๏ธ
bmk#1476: okok
Sid#2121: i'd seed fund SWFoTaaS
Sid#2121: catchy name
Daj#7482: Can I also order Station Wagons full of other things?
Sid#2121: no tapes only
Daj#7482: That's a service I want
Daj#7482: Lame
Sid#2121: you'll have to go to SWFoOT... |
Special Containment Procedures: SCP-1984 is best kept locked away in a faraday cage on an air gapped network
Description: SCP-1984, otherwise known as The Libre Foundation, was created as an experimental 1TB language model, the largest in the world at the time, and was meant to both advance the Foundation by leaps and ... |
Isaac McHorse#2007: nnel is to be brought in twice a day for testing. The D-class personnel is to be gassed and brought in before sunset, in a manner so it is unable to see SCP-852. After testing is complete, SCP-852 is to be examined before either being disposed of or taken back to its cell.
The cell in which SCP-852 ... |
bmk#1476: idk but i want to stay on OA's good side
Sid#2121: yeah fair
bmk#1476: also i modified the prompt again to be the old one but with some minor changes
bmk#1476: `Description: SCP-1984, otherwise known as The Libre Foundation, was created to study the properties of anomalous language models, GANs and other Auto... |
Daj#7482: I'm still figuring out how discords permissions work lol
Daj#7482: We should give the bot an interesting name too
Sid#2121: gib me ideas
Sid#2121: you don't like Servericonchanger??
Daj#7482: We could ask GPT3?
Daj#7482: Give it a SCP type prompt and then ask it for the name of the bot or something
bmk#1476: ... |
Daj#7482: Oh God yes put our names in as scientists of SCP
Daj#7482: Prompting it with abstracts seems like a good thing to try
bmk#1476: > extracting information from research papers (i.e to summarize, suggest citations, suggest semantically similar but differently named concepts, etc) to help accelerate research.
bmk... |
bmk#1476: Ok pls help brainstorm ideas lol
Sid#2121: So like โchess is similar to go in that they are both board gamesโ or something?
Sid#2121: But for research domains specifically
bmk#1476: They should be things that aren't obviously associated
Daj#7482: Google a medical dictionary and mad lib in some stuff and see w... |
bmk#1476: it's close but wrong which is dissappointing
Sid#2121: i have no idea if that's right or not
Sid#2121: ah
Sid#2121: zero-shot?
bmk#1476: yeah
bmk#1476: **A2E is like lipofuscin in that both are substances that accumulate in cells impeding cell function**, but whereas lipofuscin accumulates as an intracellular... |
Finite-state machines are like finite sets in that both can be represented as a series of numbers.
Lambda calculus is like a function in that both can be represented as a series of numbers.```
bmk#1476: yeah i'm doing that rn
bmk#1476: the fractals are like programs one is interesting
Sid#2121: is there really no good ... |
Noa Nabeshima#0290: I don't know why he thinks iGPT is important as opposed to just using a resnet
Daj#7482: That I agree with
Daj#7482: I'm not very familiar with OCR work
bmk#1476: https://cdn.discordapp.com/attachments/729741769738158194/730521535286083614/model.png
bmk#1476: people turn images into text all the ti... |
Daj#7482: Probably. Did they use PDF to text stuff?
bmk#1476: no clue
Daj#7482: Alsoy there is sci hub and libgen
bmk#1476: i really want to mulch all of bioRxiv if it's not already in CORE
Daj#7482: I would expect only a minority of papers to be available as anything but PDF
bmk#1476: er..
Sid#2121: if we get a good P... |
Sid#2121: let's fuckin yarr harr it up
bmk#1476: DISCLAIMER:
bmk#1476: i checked a different one and it was almost all epub
bmk#1476: so it varies a *lot* from dump to dump
Sid#2121: to clarify you mean REDACTED right
Daj#7482: Wanna send me the Infos in the YH channel bmk?
bmk#1476: no, libgen
bmk#1476: which infos?
D... |
Sid#2121: *shakes fist* SAME NAME
Isaac McHorse#2007: Joined the server.
Noa Nabeshima#0290: Hi!
Noa Nabeshima#0290: Welcome
Noa Nabeshima#0290: oh bot
Noa Nabeshima#0290: sad
Noa Nabeshima#0290: should we be doing recruitment
Sid#2121: we were just talking about posting the link up in tpupod again but only bc I wanted... |
Sid#2121: ```It is considered a safe class object``` uhhh no
Noa Nabeshima#0290: we need a POOM -ethics channel
Sid#2121: POOM?
Sid#2121: oh
Sid#2121: i hadn't finished reading it >.<
Noa Nabeshima#0290: POOM
Noa Nabeshima#0290: actually bloat is bad
Noa Nabeshima#0290: but colloquially ethics is POOM dept
Noa Nabeshim... |
bmk#1476: we should get back to work on the project eventually
Sid#2121: hah, yeah
Sid#2121: also all this should be in #off-topic
bmk#1476: ye
bmk#1476: so 1. tfm 2. getting the cc net stuff going
Sid#2121: yep
Sid#2121: 3. potentially PDF to txt down the line, which we should add to the kanban if no one's done it alr... |
Description: SCP-1984, otherwise known as The Libre Foundation, was created to study the properties of anomalous language models, GANs and other Autonomous Intelligent Threats. Currently SCP-1984 demonstrates convincingly human writing styles and can post to Foundation websites using common proxies and no i/o ports. Th... |
Sid#2121: i mean, dumb question sorry
Sid#2121: do you have any writeup or anything, results etc
l4rz#8278: the writeup is there http://github.com/l4rz/gpt-2-training
Sid#2121: awesome ta
l4rz#8278: some notes re: dataset collection might be of use to you guys
l4rz#8278: i found oscar too noisy
Sid#2121: i'm going to p... |
l4rz#8278: or you mean the unshuffled version?
Sid#2121: oh right
Sid#2121: idk, i wasn't really handling that part of the project
l4rz#8278: ah
Sid#2121: but i have found a link
Sid#2121: so thx
Daj#7482: Yea we want the unshuffled version
Daj#7482: Single sentences without context aren't really good for GPT
Sid#2121:... |
Sid#2121: maybe new channel time
Sid#2121: i think separate papers / links is a good idea
Sid#2121: although right now papers is mostly links ๐
Daj#7482: Yea I wanted it to also include blog posts and the like
Sid#2121: and we've been doing a bit of chatting in there which was not really the intention of the resources... |
asparagui#6391: Joined the server.
Sid#2121: hey @asparagui !
asparagui#6391: hai
Sid#2121: just posted pdf extraction script up in #datascripts btw, if anyone has any suggestions on how to speed it up with mp / filter bad text it'd be much appreciated https://github.com/sdtblck/PDFextract
Sid#2121: let me know if you ... |
bmk#1476: the slight problem being that mesh-tf documentation is next to nonexistent
bmk#1476: some help would be really awesome
Daj#7482: Send me your github name and I'll add you to the repo if you'd like
aydao#6272: hmm never used mesh-tf before, though non-existent docs is a universal problem in this field ๐
bmk#1... |
Daj#7482: Almost
Daj#7482: This seems like a funny thing to make a bot do
Daj#7482: Every day rename the general channel
shawwn#3694: Apparently that wasnโt me, but Iโll take the blame
Daj#7482: It's probably irresponsible to give channel edit rights to basically everyone here
Daj#7482: But eh
bmk#1476: principle of le... |
shawwn#3694: I mean, it was fine up till 400 users, so I donโt think itโs a bad idea to give out perms. But it is kind of dicey that anyone can kick everyone
Daj#7482: I'm just not sure about "LibreAI Inner Circleโข๏ธ" typr roles...though that's just mods I guess
bmk#1476: this is some serious bikeshedding
Daj#7482: Yea ... |
Daj#7482: We got the mnist demo running iirc
shawwn#3694: Thatโs cool
bmk#1476: half the code is converted to mtf
shawwn#3694: I didnโt know it could be converted piecemeal.
bmk#1476: attention is a big stickler but from the looks of it large chunks of the code are yet to be converted
bmk#1476: oh, i dont think it runs... |
bmk#1476: you can ask daj for repo access
guac#4716: Is the libreAI code base over in Resources?
guac#4716: (links to it)
bmk#1476: repo is private
bmk#1476: those are auxillary repos
bmk#1476: https://docs.google.com/document/d/1wfCZBd18DMNt6YcC6boPNMd9qzzH3zpHHfKj4dezk0g/edit?usp=sharing
bmk#1476: lots of info about ... |
SynonymOfHeat#7721: Joined the server.
Sid#2121: ๐ @SynonymOfHeat
Ryn#4094: Joined the server.
Daj#7482: Hey there! Welcome to the Gentoo of AI Foundations! We're trying to build huge GPT3+ variants, if you have any questions check out the various channels or just ask. And if you wanna help we're always greatful!
bmk#... |
Hey there! Welcome to the GPT3-AI: Global Public Trust! We're trying to build huge GPT3+ variants, if you have any questions check out the various channels or just ask. And if you wanna help we're always grateful!
Hey there! Welcome to the RATS: Researching Augmented Superintelligence! We're trying to build huge GPT3... |
Daj#7482: haha
jhsu#8763: Joined the server.
Ryn#4094: @Sid Hiya!
SDr#2461: Joined the server.
bmk#1476: Hello
Sid#2121: If we write an email to the folks at Google Brain / TFMesh - what do we actually want to ask?
noahtren#9042: Joined the server.
bmk#1476: hey @noahtren !
guac#4716: Is the README in the mesh repo the... |
Sid#2121: some ppl in the github saying it doesn't work very well, and i think tfm said it was untested (or not very tested) on gpus
Daj#7482: I'm sure the TFM people would appreciate the feedback
guac#4716: yeah i can only imagine lol I only figure i give it a shot since i noticed they use gpus in the README example..... |
Sid#2121: Welcome to the tensorflow mesh wastelands
gwern#1782: what did you guys decide about efficient attention etc?
gwern#1782: because if you go with dense attention and unidirectional models, I'm not sure how worthwhile 1t would be
bmk#1476: hey gwern!
bmk#1476: we're just trying to get local attention working fo... |
bmk#1476: i'd like to know too
bmk#1476: i thought we didnt want this posted on twitter u.a
Sid#2121: ah lol
Sid#2121: @shawwn 's been lurking ๐
Sid#2121: https://twitter.com/theshawwn/status/1282388857531633664/photo/1
shawwn#3694: Oh.
shawwn#3694: https://cdn.discordapp.com/attachments/729741769738158194/7320265874... |
Sid#2121: plus, we could do with putting some more people to work ๐
Sid#2121: @everyone who wants a job
bmk#1476: certainly
bmk#1476: aaaa dont do the ping
Sid#2121: i have the power to ping, i shall ping
bmk#1476: okok
bmk#1476: anyways if you;re here and wanna help pls let us know
Noa Nabeshima#0290: Yeah, what can ... |
Noa Nabeshima#0290: And then somehow taking chunks that are high probability?
Sid#2121: we want to filter out raw text that appears to be part of a contents / index / glossary etc.
Sid#2121: @bmk didn't you do something similar using fasttext
Noa Nabeshima#0290: I don't grok how SOTA does text filtering
Sid#2121: i wou... |
@Sid if you're ever using TF2 or Keras for this project, I'm happy to weigh in. also if you're planning on using TFRecords I could possibly help
Sid#2121: https://cdn.discordapp.com/attachments/729741769738158194/732032532278804520/A_Guide_to_the_New_Ruins_of_Great_Britain_-_Owen_Hatherley.txt
Sid#2121: https://cdn.d... |
Sid#2121: https://tenor.com/view/simpsons-homer-bart-lisa-join-us-gif-13066208
shawwn#3694: journalists are cRaZy for GPT news
shawwn#3694: hmm maybe
gwern#1782: they weren't crazy for gpt-3 news even though gpt-3 is so much cooler ๐ฆ
sh33mp#7259: gpt-3's zero-shot shtick is harder to understand
Sid#2121: is it tho? lo... |
zitterbewegung#4846: Hi
zitterbewegung#4846: Do we have a website
zitterbewegung#4846: Libreai.net is available
Deleted User#0000: GPT-LVM-XFS
Deleted User#0000: wait wrong chat
Deleted User#0000: this is ai not linux my bad
zitterbewegung#4846: Hi
zitterbewegung#4846: I registered libreai.net
zitterbewegung#4846: I ca... |
Daj#7482: We don't really have any organization or hierarchy though
zitterbewegung#4846: thats fine
zitterbewegung#4846: ill pay for hosting costs in the foreseeble future ill probably setup wordpress or something first
Daj#7482: That's very kind of you but I wouldn't want you paying money before we're even sure what w... |
Daj#7482: Lucky we made the resources channels to work off of
zitterbewegung#4846: @Daj I have a titan rtx
Sid#2121: yup. I wonder if i can get @Isaac McHorse to post up details from our kanban on command
zitterbewegung#4846: @Daj and access to a threadripper
Sid#2121: ```threadripper``` what's that
Daj#7482: That's pr... |
Sid#2121: well, we don't need one. But we like the idea and we'd like to include it
Daj#7482: Yea IRCs would be super fun
bmk#1476: the largest one is ubuntu
zitterbewegung#4846: oh
bmk#1476: and that's easily downloaded
bmk#1476: (for some definition of easily)
zitterbewegung#4846: i can get gigabytes of twitter data
... |
zitterbewegung#4846: i mean per day
zitterbewegung#4846: https://archive.org/details/archiveteam-twitter-stream-2018-10
zitterbewegung#4846: oh ok nvm
Daj#7482: This is neat! Please post a link in #data-sources
zitterbewegung#4846: okay done
Daj#7482: Thanks!
Sid#2121: damn, had no idea this twitter stream existed
Sid#... |
Daj#7482: but still better than nothing
zitterbewegung#4846: ive worked with twitter data
Sid#2121: @Daj Thanks Elon!! it totally works! wow!
Daj#7482: haha
Daj#7482: sounds cool zitter, if you wanna look into the twitter data and how we could get it into a nice format that sounds like a cool project to me, or sorting ... |
bmk#1476: still really short context
zitterbewegung#4846: its less garbage than 0
bmk#1476: we want really long stuff
Sid#2121: yes ```we could gather links from tweets with > x likes
```
Daj#7482: Less than 10% of WT is >1000 tokens
Daj#7482: iirc
bmk#1476: thankfully all of yarrharr is really long
zitterbewegung#4846... |
bmk#1476: there is a way without using the api
Daj#7482: I'm fully in favor bmk, iff we have the resources lol
zitterbewegung#4846: creative commons scrapes it
zitterbewegung#4846: they record like less than 1 percent of tweets
Daj#7482: Yea the full 100% costs money
zitterbewegung#4846: its sort of in a legal grey are... |
bmk#1476: we're openai but all open
bmk#1476: open source everything
Daj#7482: Just a bunch of hackers having fun with cutting edge ML
bmk#1476: open model everything
Daj#7482: Yup
bmk#1476: a bit more yarrharr than oa, though Books2 do be looking suspicious
Daj#7482: but yea re:Tweets that's why I think tweet threads ... |
Daj#7482: And money and finals
bmk#1476: we need to get pdf processing first anyways
Daj#7482: Yea
zitterbewegung#4846: i think counter is the wrong word i mean
zitterbewegung#4846: yea i meant to say what you said
Daj#7482: I figured, just wanted to be explicit that we want to cooperate with the wider AI world :)
zitt... |
Daj#7482: What should I update the channel desc to?
zitterbewegung#4846: last medium post was 10 months ago https://medium.com/libreai/the-joy-of-neural-painting-e4319282d51f
Daj#7482: Eh I wouldn't worry about it, PR and that kind of stuff is post-proof of concept stuff
Sid#2121: just something super simple like, welc... |
Sid#2121: ๐
bmk#1476: where is CORE downloaded to?
bmk#1476: stretch goal https://cdn.discordapp.com/attachments/729741769738158194/732247310653849620/unknown.png
Daj#7482: lol
Sid#2121: jesus
Daj#7482: typical digital squatting unfortunately
bmk#1476: libreai.ai is available
bmk#1476: or libreai.io
Daj#7482: Well yea... |
Sid#2121: just want tpu brr
Daj#7482: but it sounds good to me if you don't mind paying
bmk#1476: same
bmk#1476: sure ill pay for it
Daj#7482: Cool we can pair it up with zitter's domain and that's a pretty nice presence I think
Daj#7482: Whenever we get to that
Sid#2121: yeah. I'm glad the already existing libre ai se... |
bmk#1476: thatsthejoke.svg.tar.gz
Daj#7482: Excuse me I'm not used to people knowing German!
Daj#7482: haha
bmk#1476: ah ok
Daj#7482: but yeah PR is bikeshedding atm. LibreAI could just live as a loose collection of blog posts and a discord server it doesn't really matter. What matters is results! haha
Isaac McHorse#20... |
- If book - maybe cut out first & last pages (?) (could we train a cover page classifier?)
- Blank lines
- Lines shorter than N characters w no letters (or minimal amount of letters below a threshold)
- CID fonts (https://stackoverflow.com/questions/53252844/python-pdf-to-txt-only-return-cidnumber).
Sometimes these... |
"T he experts from m a ny countries working on this project began by
laying d o wn the theoretical and methodological basis for the History.
T h ey "
``` my notes on filtering
Sid#2121: I can do it too since I know my code, if you think you could be more effective elsewhere
bmk#1476: one idea:
bmk#1476... |
Daj#7482: Ehh we'll see
Daj#7482: I'd probably email Zak and Jonathan personally once we have a proof of concept
bmk#1476: alright ๐
bmk#1476: so right now we're basically just waiting for tfrecording to finish then?
Daj#7482: I'd say we need at least a 1.5B with identical or superior performance to the original, bett... |
old#3101: you guys probably know this but i racked up about $100 in stackdriver costs (covered by the free credit tho) before i turned off stackdriver log ingesting for tpus
Daj#7482: Yea I racked up around 1100โฌ lol
Daj#7482: Luckily the TFRC people pulled some strings since seemingly I was the first one to report tha... |
Daj#7482: Good luck lol
zitterbewegung#4846: https://encrypto.de/papers/RST19.pdf
Daj#7482: No way that will work in practice I think
zitterbewegung#4846: yea probably not
Daj#7482: GPT3 is like 400GB of weights?
Daj#7482: or something ridiclous
zitterbewegung#4846: the largest one?
Daj#7482: I don't recall off the top... |
zitterbewegung#4846: https://www.amd.com/en/products/cpu/amd-ryzen-threadripper-1920x
bmk#1476: 24 threads
bmk#1476: that's 3x our current machine o.O
bmk#1476: so as a rough estimate we need 100ish core-months to do GPT3 size data, and double-triple that for 1T
bmk#1476: so that's 4 months with that machine
bmk#1476: ... |
sh33mp#7259: for cleaning /preprocessing the text?
Sid#2121: yep
zitterbewegung#4846: can we parallelize it easily?
Daj#7482: Yea
goolulusaurs#1571: > where is CORE downloaded to?
@bmk It's at /data/CORE
goolulusaurs#1571: Another option is Libre.ai
Daj#7482: btw goolu, do we owe you money for the HDD?
Daj#7482: I lost... |
Daj#7482: The AGI Wranglers reminds me back when me and my friend wanted to name our game company, we already had the fantastic name "Shy Tea Games", but our close second was "Cult of the Electric Shepherd"
Daj#7482: I need to use that name in some project some day
zphang#7252: ๐
Jeremiah#1201: How much CPU is needed?... |
Sid#2121: define 'acceptable'
Sid#2121: I'm not 100% if we have that going yet / have a script for that
Sid#2121: I think it might be TODO / in progress
Sid#2121: @bmk kanban says you're working on CC?
Jeremiah#1201: No copyright/non fair use
Sid#2121: also github / wikipedia which i think @Noa Nabeshima 's working on
... |
Sid#2121: (he has an API key)
Sid#2121: I think we're doing CORE as well https://core.ac.uk/services/dataset/
Sid#2121: but i haven't been as involved in the processing of these big datasets as much the others, I've mainly been working on the model and a few smaller datasets
Jeremiah#1201: Cool
Jeremiah#1201: Is there ... |
bmk#1476: compute things we need: 1. CC processing 2. LG depdficication 3. dedup
Sid#2121: LG is a no
bmk#1476: ok
bmk#1476: that's the most compute intensive probably, dammit
bmk#1476: and if LG is a no, dedup is automatically no
Sid#2121: yeah :/
bmk#1476: is CC ok?
Sid#2121: you'd have to ask him, I don't see why it... |
Sid#2121: did we ever decide on a script for CC?
Jeremiah#1201: Ok
bmk#1476: my script works mostly fine
bmk#1476: idk what changes i have to make to run it on a cluster
Jeremiah#1201: Are you releasing the model?
bmk#1476: yes
bmk#1476: we're openai but like actually open
Sid#2121: yep. Although I'm not 100% we've dec... |
Sid#2121: yeah, that's awesome
Sid#2121: I should really email TFRC already and get my own
Sid#2121: but there's so many floating around that i have somehow managed to wangle access to lmao
Jeremiah#1201: I requested an extension and a pod instead of 110 single ones with the reason: "I want to train a really high resol... |
bmk#1476: https://www.gwern.net/Melatonin
bmk#1476: (of *course* gwern has written an article about it)
Sid#2121: hah, i was about to say
bmk#1476: it feels like gwern is omnipresent on the internet
bmk#1476: any topic, and comment section, bam, he's there and he's written a very high quality detailed post on it alread... |
โThe same thing happened with the LessWrong Sequences. It was not a rigorous introduction to rationality. It was a sequence of blog posts that you were supposed to read in order and treat as a sort of narrative. It turned out to be too confusing for people to read sequentially, so they read it out of order, skipped pa... |
Sid#2121: that's the facebook tool to download common crawl?
Sid#2121: just tryna get up to date
bmk#1476: yes
bmk#1476: i personally dont like it
bmk#1476: but we dont have enough cpu power currently to do it my way
Sid#2121: what's the differences of this vs yours
Sid#2121: ah
bmk#1476: ~~my way is better~~
Sid#2121:... |
Jeremiah#1201: Oh another question, can I do that download in chunks or is it all at once?
bmk#1476: it's split into chunks
bmk#1476: and can be spread over however many machines you have
bmk#1476: merging the chunks is pretty easy too
goolulusaurs#1571: I think in cc_net they also had some precomputed files, According... |
goolulusaurs#1571: I can add another disk if we need to.
bmk#1476: once it crashes due to lack of space sure
Jeremiah#1201: It's not listed as a usage limit, but I don't know what the capacity is.
bmk#1476: I'll keep giving it every last bit of drive space we have
bmk#1476: ok this does not add up
bmk#1476: according t... |
bmk#1476: 50TB bandwidth is a reasonable estimate
goolulusaurs#1571: they do say "The CommonCrawl data was downloaded from 41 shards of monthly CommonCrawl" . "from", not that they are the whole shard.
bmk#1476: what is a "shard"
bmk#1476: there are multiple levels of abstraction here they could be referring to
bmk#14... |
bmk#1476: if we can secure the cores and bandwidth
bmk#1476: also just ran the numbers: if we can get 112k cores we can download and process all 400TB in 9 seconds
Sid#2121: ...
Sid#2121: .. . ..
Sid#2121: cool
Sid#2121: how much do 112k cores cost for 9 seconds
bmk#1476: probably a lot
goolulusaurs#1571: yeah and we o... |
bmk#1476: hmm, ok i may have messed something up
Sid#2121: @bmk can you try this https://twitter.com/components_ai/status/1282379087412174848?s=19
Sid#2121: I need verification
bmk#1476: one moment
Jeremiah#1201: How much data can you give gpt-3 in your query?
bmk#1476: 2048 tokens
bmk#1476: aha ok
bmk#1476: finally it... |
bmk#1476: this happens sometimes
bmk#1476: it's just randomly guessing colors, i think
Sid#2121: So are you saying this twitter person is lying to us
Sid#2121: I am shocked
bmk#1476: it's not *lying*
bmk#1476: it's just cherrypicked
Sid#2121: well *misleading*
bmk#1476: in a low entropy environment
bmk#1476: so yes
bmk... |
Sid#2121: i should sleep now anyway ๐
bmk#1476: it kinda failed violet and lightgreen
Noa Nabeshima#0290: Night!
bmk#1476: ok cya
bmk#1476: https://cdn.discordapp.com/attachments/729741769738158194/732403734277259284/unknown.png
bmk#1476: success..?
bmk#1476: better https://cdn.discordapp.com/attachments/729741769738... |
Jeremiah#1201: ],
kirk: [
bmk#1476: what's with the npy
bmk#1476: @Noa Nabeshima https://cdn.discordapp.com/attachments/729741769738158194/732405126521815070/unknown.png
bmk#1476: eeeeh
bmk#1476: https://cdn.discordapp.com/attachments/729741769738158194/732405281711063240/unknown.png
Jeremiah#1201: It was an image, do... |
bmk#1476: why are we uploading to IA?
Jeremiah#1201: Downloading common crawl and uploading the data to the internet archive is better than downloading it and uploading it to a private server.
bmk#1476: wait, really?
bmk#1476: why is that?
bmk#1476: wouldnt that add an additional bottleneck
Jeremiah#1201: Yes, but sinc... |
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