Morgan McGuire @morgymcg
Learning Machine Learning...came for the bants, stayed for the rants. | Growth ML Eng @weights_biases | ex-Facebook Safety | https://t.co/a7i7G5dkLG | 🇮🇪 ntentional.com Ireland Joined October 2010-
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This 👏 all 👏 day 👏 "downstream developers don't care about the number of active parameters when they're using an API. They simply care about the dollar cost relative to accuracy."
This 👏 all 👏 day 👏 "downstream developers don't care about the number of active parameters when they're using an API. They simply care about the dollar cost relative to accuracy."
s/o to @borisdayma for the @weights_biases blog post on the pareto curve. We needed the emotional support when the original curves looked incredibly flat
s/o to @borisdayma for the @weights_biases blog post on the pareto curve. We needed the emotional support when the original curves looked incredibly flat
Delighted we're supporting this Llama 3 hackathon, devo I won't be able to go 😭
wandb sci-fi mode, generated by @websim_ai Features: - animated cube - glowing project name - terminal to initialize hypercube visualization - plots for multidimensional flux, hyperspacial manifold mapping and more
wandb sci-fi mode, generated by @websim_ai Features: - animated cube - glowing project name - terminal to initialize hypercube visualization - plots for multidimensional flux, hyperspacial manifold mapping and more https://t.co/0jLYseEY8z
Quick! It's Sunday - fire up the grid search while the cluster is available! No, I still have not found a good intuition for DPO parameters as it seems to dpeend a lot on dataset and model arch, so I'll just brute-force it on lr and beta search. If you have any tips, let me know!
Nice little story here for your weekend
In the @weights_biases segment, I reflected on the last week in SF where we had a lightning strike and had Joe announce Meta LLama-3 live on stage! x.com/altryne/status… and generally covered the whole event and our workshop there with @dk21 @ash0ts and @morgymcg
In the @weights_biases segment, I reflected on the last week in SF where we had a lightning strike and had Joe announce Meta LLama-3 live on stage! x.com/altryne/status… and generally covered the whole event and our workshop there with @dk21 @ash0ts and @morgymcg
if you are using LoRA: divide the A matrix learning rate by 8 and multiply the B matrix learning rate by 8. you can thank me later
This explainer of Meta’s permissive licensing strategy of Llama and now Horizon OS is the best I’ve read Commoditise content creation so that nothing stands between you and your users stratechery.com/2024/meta-and-…
@simonw This is absolutely the best career advice that I've ever followed. I joined @weights_biases after a DM when one of my posts went ML-viral. Two blog posts that convinced me to start writing online: @b0rk - jvns.ca/blog/2016/05/2… @math_rachel - medium.com/@racheltho/why…
Challenge accepted @natfriedman! The quietest way to remove leaves from @sheeprobotics
we open sourced our chat interface. github.com/cohere-ai/cohe…
This was a great demo from the AgentOps hackathon, I liked how the agent also had memory of previous quotes to know that the initial quoted price was a little high
This was a great demo from the AgentOps hackathon, I liked how the agent also had memory of previous quotes to know that the initial quoted price was a little high
QDoRA strikes a nice balance - efficient like QLoRA but performs more like full finetuning. I hope 'quant. base + trainable adapters' becomes the default way to share models. We can train QDoRA w/ FSDP now, the next piece is fast inference without merging in adapters...
QDoRA strikes a nice balance - efficient like QLoRA but performs more like full finetuning. I hope 'quant. base + trainable adapters' becomes the default way to share models. We can train QDoRA w/ FSDP now, the next piece is fast inference without merging in adapters...
Today at @answerdotai we've got something new for you: FSDP/QDoRA. We've tested it with @AIatMeta Llama3 and the results blow away anything we've seen before. I believe that this combination is likely to create better task-specific models than anything else at any cost. 🧵
Check out the official announcement of Llama3 at @weights_biases Fully Connected (SF) conference: youtube.com/watch?v=r3DC_g… I especially liked the overview of Llama family of models and the evaluation results. Llama3 certainly is a superior model.
⚡ Talk about lightning strike, when @weights_biases scheduled #FullyConnected24 and booked @joespeez , we had 0 idea that Llama3 would release that day and that Joe will be announcing it on stage! Here's a 5 min supercut I just made, rest on YT, so many good details
It was pretty sick to have @joespeez, who leads GenAI open source at Meta, share details of Llama 3 on their launch day at Weights & Biases' conference last Thursday youtu.be/r3DC_gjFCSA?si…
Really enjoyed this talk from Jerry at Fully Connected this year 🔥
Jeremy Howard @jeremyphoward
222K Followers 5K Following 🇦🇺 Co-founder: @AnswerDotAI & @FastDotAI ; Hon Professor: @UQSchoolITEE ; Digital Fellow: @StanfordMark Tenenholtz @marktenenholtz
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160 Followers 1K Following Nothing beats the joy of solving interesting problems Third year UG majoring in CS @iitjodhpurShawn Charles🎤🔥 @ShawnBasquiat
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328 Followers 2K Following EX - PM at @meta, prev AI product @intuit,@thewareiq | MBA at @kelloggschoolgvm4712 @gvmztrj
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4 Followers 349 FollowingNavid Pour @navidkpr
474 Followers 491 Following navid-700t-instruct | Building @cursor_AI | Prev @amazon & Built https://t.co/7gBfa87F7YChenguang Wang @ChenguangWang
102 Followers 73 Following Assistant Professor in CSE at WashU @WUSTL. WashU NLP Group https://t.co/TppY5J4Bkz. NLP, Machine Learning, Security. Previously @UCBerkeley @PKU1898 @UofIllinoisAlex Reibman 🖇️ @AlexReibman
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184 Followers 845 FollowingAntonin SUMNER @BBrainkite
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43 Followers 217 Following not active here. using account to amplify important tweets.Zhaoyang Wang @wangwan83764204
323 Followers 4K Following CS PhD student at Uni of Birmingham in the United Kingdom. Research interests: Automated Machine Learning, Online Learning, and Reinforcement Learning 🏳️🌈AI Tiger @nextgenmankind
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166 Followers 443 FollowingYardena Meymann 🎗�.. @ymeymann
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94 Followers 260 FollowingOC @OC____
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6 Followers 167 FollowingAndrej Karpathy @karpathy
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470K Followers 769 Following Deep learning @google. Creator of Keras. Author of 'Deep Learning with Python'. Opinions are my own.AK @_akhaliq
310K Followers 3K Following AI research paper tweets, ML @Gradio (acq. by @HuggingFace 🤗) dm for promo follow on Hugging Face: https://t.co/q2Qoey80GxBojan Tunguz @tunguz
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222K Followers 5K Following 🇦🇺 Co-founder: @AnswerDotAI & @FastDotAI ; Hon Professor: @UQSchoolITEE ; Digital Fellow: @StanfordYann LeCun @ylecun
712K Followers 719 Following Professor at NYU. Chief AI Scientist at Meta. Researcher in AI, Machine Learning, Robotics, etc. ACM Turing Award Laureate.Sebastian Raschka @rasbt
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345K Followers 189 Following The AI community building the future. https://t.co/VkRPD0VKaZ #BlackLivesMatter #stopasianhateOmar Sanseviero @osanseviero
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3K Followers 1K Following Building @AgentOpsAI (Don’t worry, your job is safe) 💻 prev @BiltRewards & sold HDM to @GamelancerWilliam Bakst @WilliamBakst
228 Followers 187 Following Founder & CEO of @mirascopeai | previously @GoogleAI @Stanford- Agents are costly and that should be jointly optimized with task accuracy - Simple baselines like retrying, retrying with different temps, retrying with better models outperform complex Agents on the Pareto frontier of cost/accuracy - reproducibility & benchmarks continue to be…
On tasks like coding we can keep increasing accuracy by indefinitely increasing inference compute, so leaderboards are meaningless. The HumanEval accuracy-cost Pareto curve is entirely zero-shot models + our dead simple baseline agents. New research w @sayashk @benediktstroebl 🧵
s/o to @borisdayma for the @weights_biases blog post on the pareto curve. We needed the emotional support when the original curves looked incredibly flat
[4/5] Stylus improves visual fidelity, textual alignment, and image diversity across automatic metrics (CLIP/FID) 💡, humans 🧑, and VLMs 🤖 as judges .
Excited to share that we're hosting the first ever Llama 3 Hackathon with @cerebral_valley + @SHACK15sf in San Francisco. Prizes include a total of $10K+ in cash + partner credits to kickstart projects. Register to join us May 11-12: partiful.com/e/p5bNF0WkDd1n…
🚀 We're excited to announce the first-ever Llama 3 hackathon at @SHACK15sf, in official partnership with @AIatMeta This will be our biggest hackathon of 2024 yet. Two days of hacking, $10k in prizes and credits, and hands-on mentorship from the Llama 3 team A huge shout-out to…
wandb sci-fi mode, generated by @websim_ai Features: - animated cube - glowing project name - terminal to initialize hypercube visualization - plots for multidimensional flux, hyperspacial manifold mapping and more
Happy to say that @huggingface accelerate has hit 100 MILLION downloads today! It's been so much fun enabling so many users to have their code just run on any system with as minimal friction as possible. Here's to 200M 🚀🚀🚀
@natfriedman Ingest all relevant inputs (slack, email, whatsapp, etc.), pop in Airpods each morning, get ~10 min audio digest of what's important, take (small) actions conversationally during digest, start each day knowing where to dive in.
back in the city for the month with the Lynq team. dm me if you want to hang and chat agents 🤖🦾
Hope it's okay if I cc you, @capetorch and @morgymcg, as I'm working for open-source and you could help unblock me :)
Does anyone know why retrieving the @weights_biases logs for the exact same run gives different results? (The nan's I understand, they're from set-up/wind-down, not the run itself.)
Post a picture YOU took. Just a pic. No description.
@JiaweiLiu_ @VoidOfNeuron @morgymcg @weights_biases 90+ on everything at 0.8 except cpp (80.0)
@JiaweiLiu_ @VoidOfNeuron @morgymcg @weights_biases seems opus performs worse than sonnet on cpp at 0.8
We’ve just released version 1.8.2 of Private LLM for iOS. This release adds support for downloading an improved 4-bit OmniQuant version of the Phi-3-mini-4k-instruct model with an unquantized embedding layer. The old model has been deprecated, but remains usable if downloaded.
@culturaltutor Singapore would not be where it is without Air conditioning. Lee Kuan Yew famously said that one of the greatest inventions of the 21st century was the air conditioning unit haha
@morgymcg @byrnemluke @pentagram did an amazing job here
A reminder that most evaluation benchmarks are garbage
i asked GPQA's example quantum mechanics question to my friend who is an expert in quantum and they told me: "all of these answers are incorrect" - it's google proof only because it's word salad!