BDQ AI

✨ BDQ AI inspires Big Data Quality decisions in the AI/ML GenAI realm

[merve @mervenoyann]

Explaining the 👑 of zero-shot open-vocabulary object detection: OWLv2 🦉🧶

[Ronald van Loon @Ronald_vanLoon]

The History of #AI
by @ParmidaBeigi

#BigData #ArtificialIntelligence #ML #MI #DataScience

cc: @pascal_bornet @yvesmulkers @kuriharan

[TEDxSFU @TEDxSFU]

❓Will AI be the future? Unmask the AI with Parmida Beigi, a true Artificial Intelligence and Machine Learning visionary, researcher behind #amazon Alexa, and a speaker at the upcoming #TEDxSFU Conference!

Join us in welcoming Parmida Beigi to the TEDxSFU stage! @ParmidaBeigi

[Parmida Beigi @ParmidaBeigi]

First fine-tuned model outperforming GPT-4 💥

I've been eagerly awaiting what comes next🔻after 15B WizardCoder: surpassing Claude-Plus and Bard on HumanEval.

And 𝗷𝘂𝘀𝘁 𝘁𝗼𝗱𝗮𝘆, 34B model is released, 𝘀𝘂𝗿𝗽𝗮𝘀𝘀𝗶𝗻𝗴 𝗚𝗣𝗧-𝟰 (March model)!

https://t.co/WKLJNZ7Q3B

[Anthropic @AnthropicAI]

We’re excited that our state-of-the-art model Claude 2 is now available to customers on Amazon Bedrock.

We’re also pleased to share stories from teams already building with us on the service, including @LexisNexis, @lonelyplanet and @RicohTweets.

[Parmida Beigi @ParmidaBeigi]

Lighter and faster LLMs with 🤗 Transformers 🤝 AutoGPTQ!

1. Low GPU memory usage
2. Fast inference speed

Results of GPTQ quantization. 🧮

Try it out ⬇️

🔗 Blog post: https://t.co/zvOUiOsnqS
📒 Google colab: https://t.co/wD2iE24pAY

[Santiago @svpino]

Python is the best programming language in the world.

And now, 1.1 billion Microsoft Excel users can use Python in their spreadsheets.

If you had to guess, what language do you think we will use to build AGI?

[OpenAI @OpenAI]

We've just launched fine-tuning for GPT-3.5 Turbo! Fine-tuning lets you train the model on your company's data and run it at scale. Early tests have shown that fine-tuned GPT-3.5 Turbo can match or exceed GPT-4 on narrow tasks: https://t.co/VaageW9Kaw

[Amazon News @amazonnews]

Hello from Cape Town! 🇿🇦

@awscloud just opened its first international AWS Skills Center in South Africa. Anyone in the local community will now be able to explore how cloud computing technology is powering everything from weather predictions to smart homes. ⬇️

[BDQ AI @bdqAI]

@NargesNirumvala @TEDxSFU Largest TEDx 🇨🇦🙌

[Narges Nirumvala 🇨🇦🍁 @NargesNirumvala]

THRILLED 😁 🙌🏼💥 to finally share that I’m the Official Speaker Coach for @TEDxSFU the LARGEST #TEDx in #Canada 🇨🇦 Details at 👉🏼 https://t.co/AFiMvxCvFR #Vancouver #TEDxSFU #PublicSpeaking

[Parmida Beigi @ParmidaBeigi]

GPT-4 is getting worse over time!

It’s even skipped the "Chain-of-Thought" prompting when instructed to.

This is why LLMs need continuous maintenance and monitoring! Let it train on all input data it received and become a biased, even more "confabulated" bot :)

[Parmida Beigi @ParmidaBeigi]

"Hallucinations" is not the right term when large language models like ChatGPT output fiction as fact; we should use "confabulations," a neuropsychiatric disorder wherein a patient generates false memories without the intention of deceit. ~ G. Hinton at ACL today. #ai #ChatGPT

[Parmida Beigi @ParmidaBeigi]

LIMA: Meta’s new LLM, based on the 65B LLAMA

Interestingly, it has been trained using a mere 1,000 samples, yet it shows comparable results to the SOTA LLMs.

Language models are not exactly "few-shot" learners, don’t you agree?

🔖 https://t.co/W6BQvEAgw8 #NLProc @MetaAI

[Parmida Beigi @ParmidaBeigi]

Should LLM-base models be open or closed? Meta advocates for openness (eg. LLaMA), while OpenAI & Google lean towards proprietary.

They say openness is risky (or are they safeguarding their own interests?)
Closeness though poses far greater dangers. #ai

https://t.co/yczJhkCAZn

[Parmida Beigi @ParmidaBeigi]

🚨 The US Senate has just passed a bill to establish an AI task force, whose role will be to identify gaps in the regulatory oversight of AI and recommend any necessary reforms.

This is a significant step for AI! https://t.co/z2xJkxBDUE

[Parmida Beigi @ParmidaBeigi]

@OccamShaveCream @TechBurritoUno @BigDataQueen_me Turing Test, is also in 1950s (same time AI was coined) & is an important milestone. However, contrary to common belief, AI was actually coined during the Dartmouth Conference organized by John McCarthy & attended by many researchers who are known as the founding fathers of AI.

[SwissCognitive, AI Venture, Advisory & Research @SwissCognitive]

The history of Large Language Models by @ParmidaBeigi

Source: https://t.co/WmiPKu6mCE

#ShareforSuccess #AINews #GenerativeAI #LLM #LLMs #Innovation #Technology

[Parmida Beigi @ParmidaBeigi]

What is Self-Supervised Learning and why bother??

🔖 The PDF is a fantastic resource for anyone who wants to learn more about SSL.

It is packed with useful SSL recipes and was created by Meta-FAIR (eg @ylecun) and academic collaborators.

https://t.co/BHtovPQcyY #ml