Changelog
https://bit.ly/448H1YJ #AI #MachineLearning #DeepLearning #LLMs #DataScience
LLMS
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Changelog: Updates for AI and Machine Learning
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Salesforce Releases CodeGen2.5 7B Model for Code Generation
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Salesforce AI Releases CodeGen2.5 Model: https://
huggingface.co/Salesforce/cod
egen25-7B-multi
… The key contributions towards productization of these models are: Releasing CodeGen2.5 LLM with state-of-the-art on HumanEval for 7B parameters. CodeGen2.5 with 7B is on par with >15B code-generation models -
Language Models and the Future of AI Development
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Full (free) story can be found here: https://
supervised.news/p/language-mod
els-and-the-future-of
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LLMs Democratize Data Analysis for Non-Technical Analysts
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Now, as you can just use an LLM to potentially handle that latter part, analysts with extensive knowledge in their role—but less skilled in SQL or Python—can have the same level of impact. And in conjunction with a semantic layer it gets significantly more interesting.
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OpenAI Function Calling Tutorial Guide
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OpenAI's function calling is really powerful…
— Dave Ebbelaar (@daveebbelaar) 6 juillet 2023
But how do you actually use it?
Check out my full tutorial here: https://t.co/tDkJzK5qqh pic.twitter.com/GssoOoP0GPOpenAI's function calling is really powerful… But how do you actually use it? Check out my full tutorial here: https://
youtu.be/aqdWSYWC_LI -
Semantic Layer: Mental Models Encoding Business Logic Nouns Verbs
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You can think of the semantic layer as a mental model that encodes business logic in the form of nouns and verbs. A Customer would be a Noun, while a Transaction would be a Verb. It's something that's well suited to interfacing with a natural language interface.
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LLMs Impact on Analyst Roles and Future Career Implications
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While everyone is obsessed with data science what LLMs will do to the hyped role, more people I talk to these days are intrigued by another one: what happens to the analyst?
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GPT-4 API Now Available to All Paying OpenAI Customers
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GPT-4 API is now available to all paying OpenAI API customers. GPT-3.5 Turbo, DALL·E, and Whisper APIs are also now generally available, and we’re announcing a deprecation plan for some of our older models, which will retire beginning of 2024:
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ChatGPT: 120 Mind-Blowing Tools for Innovation
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ChatGPT – 120 mind blowing tools #innovation #ChatGPT #chatbots #chatgpt4 #chatgpt3 #GenerativeAI #tech #AI #ML #FutureofWork Credits:
@EvanKirstel
@jblefevre60
@FrRonconi
@CurieuxExplorer
@Eli_Krumova
@Khulood_Almani
@HaroldSinnott
@Xbond49
@pascal_bornet
@enricomolinari -

nanoT5: Fast T5 Model Pretraining and Finetuning on Single GPU
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nanoT5 – Fast & Simple repository for pretraining and finetuning T5-style models A code repository for pretraining and finetuning T5 LLMs(one of the earliest encoder-decoder models) under a limited budget. – Achieves 40.7 RougeL in 16 hrs on a single GPU(original T5 on Hugging