This AI newsletter is all you need #68
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week, we witnessed the introduction of LLaVA v1.5, a new open-source multimodal model stepping onto the scene as a contender against GPT-4 with …
Visual Walkthrough for Vectorized BERTScore to Evaluate Text Generation
Author(s): David R. Winer Originally published on Towards AI. BERTScore visual walkthrough AI-based text generation has clearly entered the mainstream. From automated writing assistants, to legal document generation, marketing content generation, email writing, and more, there’s no shortage of commercial use cases …
LangChain 101: Part 2c. Fine-tuning LLMs with PEFT, LORA, and RL
Author(s): Ivan Reznikov Originally published on Towards AI. To better understand this article, check out the previous part, where I discuss large language models: LangChain 101: Part 2ab. All You Need to Know About (Large Language) Models This is part 2ab of …
Fully Explained AdaBoost Ensemble Technique with Python Example
Author(s): Amit Chauhan Originally published on Towards AI. Boosting ensemble algorithm in machine learningPhoto by Alex Chumak on Unsplash Introduction Ensemble techniques: We can say it is a collection or group of weak model machine learning models that become a strong machine …
Prompt Robustness: How to Measure and How to Enhance
Author(s): Kelvin Lu Originally published on Towards AI. Photo by Antonio Sokic on Unsplash We noticed in our practice that LLMs are sensitive to the subtle details of the prompt, and even small changes can lead to noticeable differences in the output. …
This AI newsletter is all you need #67
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie With recent developments, it has become increasingly clear that Large Language Modes (LLMs) are now becoming far more than chatbots. We were interested to …
A Simple ChatGPT Prompt to Clearly Convey Your Message to Anyone, Anytime.
Author(s): Qendel AI Originally published on Towards AI. Photo created using DALLE-3. Stop throwing your words to the wrong ears! Imagine you have a well-crafted message, but you throw it into diverse minds — people of different ages, professions, upbringings, etc. The …
Fine-Tuning Models using Prompt-Tuning with Hugging Face’s PEFT Library
Author(s): Pere Martra Originally published on Towards AI. This article is part of a free course about Large Language Models available on GitHub. Image created by Author using Dall-E 2 If you’re reading this, it means you’re genuinely interested in novel techniques …
Temporal Edge Regression with PyTorch Geometric
Author(s): Marco Lomele Originally published on Towards AI. Source: Image by the author. Graphs and Time Graphs are becoming one of the favorite tools of data scientists. Their inherent structure allows for efficient storage of complex information, such as the ongoing protein …
How Does Stable Audio by Stability AI Work?
Author(s): Louis Bouchard Originally published on Towards AI. A New AI That Generates Amazing Music! Originally published on louisbouchard.ai, read it 2 days before on my blog! Did you know AI can already create amazing music? Yep, that’s right. Not only can …
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