Catégorie : Notes
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Introducing GPTs
https://openai.com/blog/introducing-gpts?fbclid=IwAR1bc_tWeq8ejhleFn2qn-pPjY7Ch5tvWCvG1skwMrI_kNaUk4cgek4dcl0
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mlfoundations/open_clip: An open source implementation of CLIP.
https://github.com/mlfoundations/open_clip
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Getting the most from cloud services and containers | McKinsey
https://www.mckinsey.com/capabilities/mckinsey-digital/our-insights/getting-the-most-from-cloud-services-and-containers?cid=soc-app&utm_content=buffer1e14a&utm_medium=social&utm_source=linkedin.com&utm_campaign=buffer
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Docker Images,Docker file and port expose
https://medium.com/@aakib2991/docker-part-3-docker-images-docker-file-and-port-expose-885d57d2e697
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A psychometric assessment on Emotional Intelligence of Large Language Models
https://emotional-intelligence.github.io/?fbclid=IwAR0PggfJG_554P0PIECzj26xYKSvG0x_ttTMYwwUAZKIB0C3OTqcRcvNC2g
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2 October, 2023 07:47
https://generativeai.pub/graph-of-thoughts-explained-f25b51afefab?gi=df0413646530
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Knowledge Graphs & LLMs: Real-Time Graph Analytics | by Tomaz Bratanic | Neo4j Developer Blog | Jul, 2023 | Medium
https://medium.com/neo4j/knowledge-graphs-llms-real-time-graph-analytics-89b392eaaa95
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LangChain 🤝 Streamlit
https://blog-streamlit-io.cdn.ampproject.org/c/s/blog.streamlit.io/langchain-streamlit/amp/
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JourneyDB/JourneyDB · Datasets at Hugging Face
https://huggingface.co/datasets/JourneyDB/JourneyDB
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Transformers.js
https://huggingface.co/docs/transformers.js/index
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How I Coded My Own Private French Tutor Out of ChatGPT | by Shaked Zychlinski | Jun, 2023 | Towards Data Science
https://towardsdatascience.com/how-i-coded-my-own-private-french-tutor-out-of-chatgpt-16b3e15007bb
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Tracking Everything Everywhere All at Once
https://omnimotion.github.io/
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GitHub – NielsRogge/Transformers-Tutorials: This repository contains demos I made with the Transformers library by HuggingFace.
https://github.com/NielsRogge/Transformers-Tutorials
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GitHub – XingangPan/DragGAN: Official Code for DragGAN (SIGGRAPH 2023)
https://github.com/XingangPan/DragGAN
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2306.07629 SqueezeLLM: Dense-and-Sparse Quantization
https://arxiv.org/abs/2306.07629
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What runs ChatGPT? Inside Microsoft’s AI supercomputer | Featuring Mark Russinovich
https://techcommunity.microsoft.com/t5/microsoft-mechanics-blog/what-runs-chatgpt-inside-microsoft-s-ai-supercomputer-featuring/ba-p/3830281?utm_content=buffer3d7e2&utm_medium=social&utm_source=linkedin.com&utm_campaign=buffer
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LaMini is here: a little giant LLM on your CPU
https://artificialcorner.com/lamini-is-here-a-little-giant-llm-on-your-cpu-8af30ff5a7c2?gi=263024e685a2
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Transformer models: an introduction and catalog — 2023 Edition – AI, software, tech , and people, not in that order… by X
https://amatriain.net/blog/transformer-models-an-introduction-and-catalog-2d1e9039f376/
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A Simple Tool to Start Making Decisions with the Help of AI
https://hbr.org/2018/04/a-simple-tool-to-start-making-decisions-with-the-help-of-ai
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2304.12210 A Cookbook of Self-Supervised Learning
https://arxiv.org/abs/2304.12210
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GitHub – h2oai/h2ogpt: Come join the movement to make the world’s best open source GPT led by H2O.ai
https://github.com/h2oai/h2ogpt
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Microsoft Open-Sources Multimodal Chatbot Visual ChatGPT
https://www.infoq.com/news/2023/04/microsoft-visual-chatgpt/?utm_term=global&utm_content=buffer1c1e8&utm_medium=social&utm_source=linkedin.com&utm_campaign=buffer
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HuggingGPT – a Hugging Face Space by microsoft
https://huggingface.co/spaces/microsoft/HuggingGPT
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GitHub – jina-ai/gptdeploy: One line to create them all
https://github.com/jina-ai/gptdeploy
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The Complete Guide to Spiking Neural Networks | by Ali Moezzi | Apr, 2023 | Towards AI
https://pub.towardsai.net/the-complete-guide-to-spiking-neural-networks-d0a85fa6a64
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What is PL/Rust? – PL/Rust Guide
https://tcdi.github.io/plrust/plrust.html
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GitHub – mrsked/mrsk: Deploy web apps anywhere.
https://github.com/mrsked/mrsk
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GitHub – facebookresearch/segment-anything: The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
https://github.com/facebookresearch/segment-anything
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PCA for Multivariate Time Series: Forecasting Dynamic High-Dimensional Data
System Forecasting in Presence of Noise and Serial Correlation https://towardsdatascience.com/pca-for-multivariate-time-series-forecasting-dynamic-high-dimensional-data-ab050a19e8db
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Four Approaches to build on top of Generative AI Foundational Models
https://towardsdatascience.com/four-approaches-to-build-on-top-of-generative-ai-foundational-models-43c1a64cffd5 Four Approaches to build on top of Generative AI Foundational Models What works, the pros and cons, and example code for each approach towardsdatascience.com
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2212.02691 LUNA: Language Understanding with Number Augmentations on Transformers via Number Plugins and Pre-training
https://arxiv.org/abs/2212.02691
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Alpaca – Stanford CRFM
https://crfm.stanford.edu/2023/03/13/alpaca.html
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GitHub – GoogleContainerTools/distroless: 🥑 Language focused docker images, minus th e operating system.
https://github.com/GoogleContainerTools/distroless
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Could you train a ChatGPT-beating model for $85,000 and run it in a browser?
https://simonwillison.net/2023/Mar/17/beat-chatgpt-in-a-browser/
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Export to ONNX – a Hugging Face Space by onnx
https://huggingface.co/spaces/onnx/export
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6 New Booming Data Science Libraries You Must Learn To Boost Your Skill Set in 2023
Data science isn’t just Pandas, NumPy, and Scikit-learn anymore https://towardsdatascience.com/6-new-booming-data-science-libraries-you-must-learn-to-boost-your-skill-set-in-2023-106b318d9fa
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ELSAR 2022 – Sort benchmark
http://sortbenchmark.org/ELSAR2022.pdf
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Developer Resources from Intel & Hugging Face
https://www.intel.com/content/www/us/en/developer/partner/hugging-face.html
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GitHub – szheng3/rust-individual-project-2: Rust server that summarizes text with pre-trained models
https://github.com/szheng3/rust-individual-project-2
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amazon-science/mm-cot: Official implementation for « Multimodal Chain-of-Thought Reasoning in Language Models » (stay tuned and more will be updated)
https://github.com/amazon-science/mm-cot
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20 February, 2023 21:29
https://github.com/nogibjj/rust-mlops-template/tree/static/OnnxDemo
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Graph Neural Networks Go Forward-Forward
Graph Forward-Forward (GFF) algorithm, an extension of the Forward-Forward procedure to graphs, able to handle features distributed over a graph’s nodes. This allows training graph neural networks with forward passes only, without backpropagation. https://arxiv.org/abs/2302.05282 Graph Neural Networks Go Forward-Forward We present the Graph Forward-Forward (GFF) algorithm, an extension of the Forward-Forward procedure to graphs, able…
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Pix2Pix Video – a Hugging Face Space by fffiloni
https://huggingface.co/spaces/fffiloni/Pix2Pix-Video
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Sustainability with Rust | AWS Open Source Blog
https://aws.amazon.com/fr/blogs/opensource/sustainability-with-rust/
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GokuMohandas/Made-With-ML: Learn how to responsibly develop, deploy and maintain production machine learning applications.
https://github.com/GokuMohandas/Made-With-ML
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31 January, 2023 13:09
https://moez-62905.medium.com/decorating-your-python-code-a-beginners-guide-to-decorators-3bedb022cfe7
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GitHub – databricks/mlops-stack
https://github.com/databricks/mlops-stack
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GitHub – cookiecutter/cookiecutter: A cross-platform command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, C projects.
https://github.com/cookiecutter/cookiecutter