Why Use Python for AI and Machine Learning?
#AI #AIio #BigData #ML #NLU #Futureofwork @chrismessina @ChristopherIsak @davidwkenny @debashis_dutta @petitegeek @fabiomoioli @GaryMarcus @asokan_telecom http://
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Why Python is the Preferred Language for AI and Machine Learning
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Data Frameworks for Production Vectorstore Management
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It's nice to see more data frameworks emerging for production considerations (keeping context up-to-date and in-sync in a vectorstore)
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Code-Driven Validation: Connecting Ideas to Real User Needs
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What I realized was all our ideas sounded great, but they were not connected to a user pain. For us, writing code, even though it’s not the most efficient use of time, helped us explore ideas best. It forced us to talk to people and build a mental model of the real world.”
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Ludwig v0.8: Open-Source Low-Code Framework for LLM Fine-Tuning
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Announcing Ludwig v0.8—the first #opensource low-code framework optimized for building and #finetuning LLMs on your data. New features incl. fine-tuning, integrations w/ Deepspeed, parameter efficient fine-tuning (#LoRA), prompt templating and more!
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Hugging Face Launches TRL for RLHF Model Training
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TRL Hugging Face Excited to announce that we're doubling down on our efforts to democratize RLHF and reinforcement learning with TRL, new addition to the @huggingface family, developed and led by team member @lvwerra Train your first RLHF model https://
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Claude Instant 1.2 Enhanced Math Coding Reasoning Capabilities
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Claude Instant 1.2 incorporates the strengths of Claude 2 in real-world use cases and shows significant gains in key areas like math, coding, and reasoning. It generates longer, more structured responses and follows formatting instructions better.
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Claude Instant 1.2 Now Available via Anthropic API
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Developers looking to work with Claude Instant 1.2 can now call our latest model over our API! https://
docs.anthropic.com/claude/referen
ce/selecting-a-model
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Claude Instant 1.2 API Launch: Faster, Capable Model
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Introducing our latest version of Claude Instant, version 1.2, available now through our API!
— Anthropic (@AnthropicAI) 9 août 2023
Claude Instant is our faster, lower-priced yet still very capable model, which can handle a range of tasks including dialogue, analysis, summarization, and document comprehension. pic.twitter.com/p9M2d7O9K9Introducing our latest version of Claude Instant, version 1.2, available now through our API! Claude Instant is our faster, lower-priced yet still very capable model, which can handle a range of tasks including dialogue, analysis, summarization, and document comprehension.
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Parent Document Retriever: Semantic Chunk Embeddings Strategy
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Parent Document Retriever A new retrieval algorithm that: Creates small chunks (to allow embeddings to have semantic meaning) Fetches the PARENT documents those chunks came from (to capture full context) Parent documents can be either raw documents or larger chunks