New Tutorial: Fine-tune #Zephyr-7B for Customer Support Learn how to #finetune open-source #LLMs to automate the manual task of classifying customer service calls using @ludwig_ai and @Predibase
. Sample data, code & #notebooks included! https://
pbase.ai/3RQjUNR
OPEN SOURCE
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Fine-tune Zephyr-7B for Customer Support Automation
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LangGraph: Building Language Agents as Graphs
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LangGraph Building language agents as graphs https://
github.com/langchain-ai/l
anggraph
… The "one more thing" from our LangChain v0.1.0 announcement is introducing LangGraph to the world We've been alpha testing this over the past six months as a better way to create LLM agents -
LangChain v0.1.0 Released: Stable Version for AI Development
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LangChain v0.1.0 After a year of development, we've released LangChain v0.1.0 Read the full blog here: https://
blog.langchain.dev/langchain-v0-1
-0/
… After talking with the users and developers, we released this stable version and focused the library on a few core areas: Observability: -
Orca 2: Improving Core Reasoning in Small Language Models
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If you are contributing to open-source AI, we recommend projects on improving core reasoning. A paper titled, “Orca 2: Teaching Small Language Models How to Reason” showcases some techniques to improve core reasoning. Their resulting Orca-2-13B model shows a 47.54% improvement
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Reinforcement Learning Introduction by Sutton and Barto
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"Reinforcement Learning: An Introduction" Richard S. Sutton and Andrew G. Barto FULL PDF: http://
incompleteideas.net/book/RLbook202
0.pdf
… #Artificialintelligence #DeepLearning #ReinforcementLearning -
Image Cropping Essentials with OpenCV Guide
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🎥 New Video Alert 🎥https://t.co/SfWPXuApfK
— Satya Mallick (@LearnOpenCV) 8 janvier 2024
Check out our latest guide as we dive into the essentials of image cropping using OpenCV. Cropping is your go-to tool whether you are looking to focus on key elements or improve the composition of your photo.#AI #opencv #cropping… pic.twitter.com/MoLCkbEaFjNew Alert https://
youtube.com/watch?v=OeQkvd
Oaau4
… Check out our latest guide as we dive into the essentials of image cropping using OpenCV. Cropping is your go-to tool whether you are looking to focus on key elements or improve the composition of your photo. #AI #opencv #cropping -
DeepCache compatibility with ControlNet Turbo and LCM
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Is DeepCache compatible with ControlNet, Turbo, LCM?
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DeepCache accelerates SDXL generation to 19 iterations per second
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Faster vanilla SDXL with DeepCache in diffusers is interesting. @lucataco93 has got this up on Replicate: https://
replicate.com/lucataco/sdxl-
deepcache
… 1024×1024 at 25 steps seems to take ~3s on A100 (19it/s). More on DeepCache: https://
huggingface.co/papers/2312.00
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Solar LLM Local Deployment Tutorial by Upstage
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#solarllm Great tutorial on utilizing @upstageai
's Solar LLM for local deployment. Excellent example of its use case! https://
youtu.be/3l4m8N0_UJo?si
=IE6A6xnwiU41jRKb
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RAGatouille LangChain Integration Simplifies Advanced Retrieval
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Improved RAGatouille LangChain Integration We really enjoyed @bclavie
's new RAGatouille library. It makes advanced retrieval techniques (like ColBERT – more on that below) really easy to use We've worked on a tighter integration to make it *super simple* to use RAGatouille