How to make a GPT-based app ready for commercial use? Start by defining the model's desired responses, then test variations like GPT-4 or open-source ones to identify areas of refinement.
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FoodSAM: Advanced Food Segmentation AI Model
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jamesjg/FoodSAM: FoodSAM: Any Food Segmentation https://
bit.ly/3ZoEA2X #AI #MachineLearning #DeepLearning #LLMs #DataScience -
Float8 Training Implementation with Stateful Tensor Subclass
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my bad, didn't realize it was not public yet. We'll work on publishing it asap. We basically have a stateful Tensor subclass and a Float8Linear layer that work together to get to working Float8 training.
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Masked Image-to-Image with Stable Diffusion vs GAN Approaches
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depends what you mean by semantic categories but you can do masked img2img with stable diffusion, not exactly real time. i think this would be quite hard with a gan
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Managing ML Training Runs: Preventing Micromanagement Through Accountability
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giving my wandb password to my roommate for a few days to stop myself from logging in and micromanaging training runs
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MusicGen Chord: Generate Music from Chords and Style Prompts
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Check out MusicGen Chord, a new model by @JongminSakeJung
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Use it with chords and a style prompt to generate music. https://
replicate.com/sakemin/musicg
en-chord
… – Write chords as a text, like 'A:min F C G'
– Use an audio track and follow chords automatically
– Set BPM and time signatures -
PySpark Course: Big Data Handling with Python and Apache Spark
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PySpark Course: Big Data Handling with Python and Apache Spark https://
bit.ly/3riaTns #AI #MachineLearning #DeepLearning #LLMs #DataScience -
Getting Started with RAG: Chroma and Mistral AI Guide
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Retrieval augmented generation is all the rage, but getting started can be overwhelming. To help you get started and navigate all of the moving pieces, we wrote a blog post about how to do RAG with @trychroma and @MistralAI
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Developer Communication: Key Achievement in Product Explanation
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Got a compliment from a group of developers that I explain the product so good. This is my biggest achievement till date.(that I convinced devs)
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Free LLM Course: Training, Fine-tuning, and RAG Fundamentals
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The LLM course is about showing everything about LLMs (train, fine-tune, use RAG…), and it is entirely free! If you want to learn how to train & fine-tune LLMs and have some Python skills, you should be ready to take the course. Start learning now: https://
learn.activeloop.ai/courses/llms/?
utm_source=social&utm_medium=youtube&utm_campaign=llmcourse
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