A well-curated list of practical resources of large language models(LLMs). Contains LLMs evolutionary tree, example models, and papers. This is a handy resource for practitioners that want to dive deep into LLMs. Repo: https://
github.com/Mooler0410/LLM
sPracticalGuide
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Related paper:
OPEN SOURCE
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Comprehensive Practical Guide to Large Language Models Resources
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Together Compute Raises $20M to Overcome Transformer Limitations
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I spoke with @togethercompute which is exploring some new techniques to get past the Transformer wall. Together raised a $20m seed from Lux Capital and is also responsible for the RedPajamas open source dataset replicating LLaMA’s set.
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Stability AI Releases StableLM Open Source Language Models
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Stability-AI/StableLM: StableLM: Stability AI Language Models https://
bit.ly/41sGyQ8 #AI #DeepLearning #MachienLearning #DataScience #GenAI -
PyTorch 2.0: torch.set_default_device() Simplifies Device Management
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PyTorch 2.0 brings torch.set_default_device(dev), which cleans up tons of device=dev and to(dev) code fragments. It also allows models to be constructed directly on device, which makes the random init of big models much faster.
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Fine-tuning Whisper now possible on consumer GPUs
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Hahaha! I’ll rephrase a bit: “Okay, so now I can have a whisper finetuned on a consumer GPU”
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OpenAssistant: World’s Largest Open-Source ChatGPT Replication
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[P] OpenAssistant – The world's largest open-source replication of ChatGPT : r/MachineLearning https://
bit.ly/3H0acEc #AI #DeepLearning #MachienLearning #DataScience #GenAI -
Build a Traffic Sign Recognition Application with Machine Learning
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9. Classifying traffic signs Build an application that, given a picture, recognizes any traffic signs in it. Start with a couple of different signs. You can add more as you go. Dataset: https://
cg.cs.tsinghua.edu.cn/traffic-sign/ -
Training YOLOv8 Instance Segmentation Models on Custom Datasets
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🚀Blog-tastic Tuesdays🚀
— Satya Mallick (@LearnOpenCV) 16 mai 2023
With YOLOv8, we can train instance segmentation models on custom datasets which can run in real time.https://t.co/NkPcnzQZfN
Our latest article shows how to fine-tune YOLOv8 instance segmentation models, which can help detect and segment underwater… pic.twitter.com/S89f0DWgWgBlog-tastic Tuesdays
With YOLOv8, we can train instance segmentation models on custom datasets which can run in real time. https://
learnopencv.com/train-yolov8-i
nstance-segmentation/
… Our latest article shows how to fine-tune YOLOv8 instance segmentation models, which can help detect and segment underwater -
Kor: Open-source extraction tool for structured data
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check out kor for all things extraction https://
github.com/eyurtsev/kor