Are you currently working with an API or with a model directly (e.g. open-source or proprietary)? More details on the options:
– API (OpenAI, Claude…)
– Fine-tuning an open-source model
– Training from scratch a model (llama, Mistral…)
– Not using any AI models
– Other
@whats_ai
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AI Model Integration Methods: API vs Fine-tuning vs Training
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Evaluating LLM Performance: Metrics, Benchmarks, and Model Selection
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Learn about perplexity, evaluation metrics, and curated benchmarks to compare LLM performance with practical tools and resources to select the right model for your specific needs and tasks. I also asked Plato what he thinks about LLMs and how to compare them…
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Free Course: Training and Fine-Tuning LLMs for Production
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This is the fourth video for our free course "Training & Fine-Tuning LLMs for Production" made with @activeloop
, @towards_AI and the @Intel Disruptor initiative. Tl;dr: We show everything about LLMs (train, fine-tune, RAG…), for free!
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Evaluating and Benchmarking Large Language Models Effectively
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Good morning fellow AI enthusiast! In this iteration, we look into how to evaluate and benchmark Large Language Models (LLMs) effectively.
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Ethical AI Use in Digital Content Creation and Manipulation
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But with enhanced digital content creation and manipulation, we must ensure the ethically responsible use of AI technology. Remember, science informs us what we can do, not what we ought to.
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Latest AI Breakthroughs and Research Papers 2023
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Interested in learning more about these developments? Head on to this insightful roundup of the latest breakthroughs in AI: https://
github.com/louisfb01/best
_AI_papers_2023
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Generative AI Frontiers: Voice Replication and Image Editing Tools
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The emergence of "Generative AI" opens new frontiers, such as VALL-E replicating any voice from a mere 3-second sample, or InstructPix2Pix, an image-editing tool developed inexpensively.
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DALL·E 3 in ChatGPT: Advanced Image Generation with Understanding Capabilities
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OpenAI's DALL·E 3 in ChatGPT is a technological advance from DALL·E 2, using a potent image captioner to interpret prompts. It's not just image generation; it understands and creates, despite limits.
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DALL-E 3 Deep Dive: Understanding Image Generation Improvements
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For an in-depth understanding of how DALL·E 3 operates and its key distinctions, delve into this iteration of the newsletter and subscribe for more: https://
louisbouchard.substack.com/p/dalle-3-expl
ained-improving-image
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Start Your Machine Learning Journey: Complete Guide and Resources
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Want to jump-start your journey into Machine Learning? Check out the guide for more tips and resources! https://
github.com/louisfb01/star
t-machine-learning
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