Meta Announces Llama 3 at Weights & Biases’ conference

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Weights & Biases

Weights & Biases

Күн бұрын

In an engaging presentation at Weights & Biases’ Fully Connected conference, Joe Spisak, Product Director of GenAI at Meta, unveiled the latest family of Llama models, Llama 3.
Highlighting a significant milestone in AI development, the Llama 3 models, including the impressive 8 billion and 70 billion parameter models released during the conference, along with a glimpse into the future with a 400 billion parameter model still in the works.
Joe shared insights into the training processes and alignment of Llama 3, which now ranks as the top-performing model in the open weights category on the MMLU, GSM-K, HumanEval benchmarks.
Weights & Biases is proud to support our customers such as Meta as they push the boundaries of AI, to learn how to fine-tune your LLMs using torchtune and Weights & Biases, start here: wandb.me/torchtune
Timestamps:
00:00 Introduction
03:05 Overview of Llama at Meta
05:59 Introducing Meta Llama 3
7:04 Advancements in Llama 3: Training and Data Scale
10:02 Benchmarking Llama 3 Performance
14:01 Enhancing Model Safety and Red Teaming
16:23 Expanding the Ecosystem and Future Directions
23:00 Closing remarks: Future plans for Llama models, and an invitation to use Meta's Lama 3.
#MetaLlama #ArtificialIntelligence #AITrends #TechInnovation

Пікірлер: 35
@thenoblerot
@thenoblerot 3 ай бұрын
Thanks for this W&B
@WeightsBiases
@WeightsBiases 3 ай бұрын
Our pleasure!
@naninano8813
@naninano8813 3 ай бұрын
so all those supervisor/safeguard models are only utilized during training? i mean, once the weights of llama3 are out, there is no safeguard network between user and inference engine right?
@Crux69
@Crux69 3 ай бұрын
I'm sure they have a safety model that tries to review every request and catch some negative responses.
@RakeshMurria
@RakeshMurria 3 ай бұрын
I really enjoyed this. Thanks
@WeightsBiases
@WeightsBiases 3 ай бұрын
Glad you enjoyed it!
@ayyanarj7449
@ayyanarj7449 Ай бұрын
Thanks Joe Spisak
@Crux69
@Crux69 3 ай бұрын
My favorite fact from this is that the smarter the model, the more it violates rules. Just like us :)
@utuberay007
@utuberay007 2 ай бұрын
Very true ! People who are way smarter on tax laws are the one who violate most , innocent people pay more than what they are supposed to etc . Same goes with many other laws
@techpiller2558
@techpiller2558 2 ай бұрын
Or, the rules it uses instead of the rules we assumed are different.
@why.do.I.even.try.
@why.do.I.even.try. 2 ай бұрын
That's a great way to justify corruption and awful people.
@Crux69
@Crux69 2 ай бұрын
@@why.do.I.even.try. awful people are still human, best to understand how good people become awful
@why.do.I.even.try.
@why.do.I.even.try. 2 ай бұрын
@@Crux69 Yes but we shouldn't repeat their actions just because they work. We should work towards more ethical means to advance, technologically and societally.
@ihesiulo
@ihesiulo 3 ай бұрын
There's a universe where Joseph Spisak is Mark Zuckerberg's brother. Oh, and nice presentation. Wonderful work they are doing at Meta AI.
@siloquant
@siloquant 3 ай бұрын
Congratulations!
@PeterLappo
@PeterLappo 3 ай бұрын
How much did it cost to build, including hardware and engineering costs?
@techpiller2558
@techpiller2558 2 ай бұрын
What will be the SQLite of LLMs, with capability for local use? Llama?
@thegreatgustby
@thegreatgustby 3 ай бұрын
I think he could have said "ridiculous" a bit more often
@gubatron
@gubatron 3 ай бұрын
vin diesel!
@HoD999x
@HoD999x Ай бұрын
why is mmlu still being used? it's broken
@RichReportcom
@RichReportcom 2 ай бұрын
Summary: Safety and size. The end.
@ericadar
@ericadar 3 ай бұрын
a few hours go by...llama 3 no longer SOTA
@adinsoftic
@adinsoftic 3 ай бұрын
That's why they open source it. They let the community figure things out and iterate. For Meta LLM is just a tool and not a product on itself
@SkepticButOptimist
@SkepticButOptimist 3 ай бұрын
Wait what is sota now?
@adinsoftic
@adinsoftic 3 ай бұрын
@@SkepticButOptimist "state of the art"
@JeiShian
@JeiShian 3 ай бұрын
Which model is sota?
@MiraPloy
@MiraPloy 2 ай бұрын
I think it's supposed ro be either phi or sensenova, neither of which are released ​@@JeiShian
@GerardSans
@GerardSans 2 ай бұрын
How silly is to redteam a model which you control the training data to check for bioweapons capabilities. How stupid should you have to be? Isn’t easier to run a search on the data 😂😅
@matbeedotcom
@matbeedotcom 3 ай бұрын
I’m glad they saw how useless they made codellama 😂, it was waaaay overly aligned
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