Not gatekeeping AI (or rather DL), which is surprisingly friendly in terms of how simple the math is that will let you get a grasp on the macro-relevant issues; gatekeeping the gatekeepers, who ought not to be allowed to gatekeep something so easy.
OPEN SOURCE
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Building More in the Open: Open Source Development Approach
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Yeah, maybe that's better than the alternative. More stuff built in the open?
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Pythia: Suite for Analyzing LLMs Across Training and Scaling
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9/ Pythia – a suite for analyzing LLMs across training and scaling; includes 16 LLMs trained on public data and ranging in size from 70M to 12B parameters.
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Baize: Open-Source Chat Model Fine-Tuned with LoRA
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5/ Baize – an open-source chat model fine-tuned with LoRA. Leverages 100K dialogs generated from ChatGPT chatting with itself; it releases the dialogs along with 7B, 13B, and 30B parameter models.
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Segment Anything Model releases billion mask segmentation dataset
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1/ Segment Anything Model – a set of resources for image segmentation; releases the largest segmentation dataset with over 1B masks on 11M licensed images; the model’s zero-shot performance is competitive with or superior to fully supervised results.https://t.co/sJvKhmeECe
— DAIR.AI (@dair_ai) 9 avril 20231/ Segment Anything Model – a set of resources for image segmentation; releases the largest segmentation dataset with over 1B masks on 11M licensed images; the model’s zero-shot performance is competitive with or superior to fully supervised results.
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GPT-4 Instruction Tuning Dataset for LLaMA Models
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2/ Instruction Tuning with GPT-4 – a "first attempt" to use GPT-4 to generate instruction-following data for LLM fine-tuning; includes 52K unique English & Chinese instruction-following data used to instruction-tune LLaMA models.
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PEFT Democratizes State-of-the-Art LLM Research and Development
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Very cool to see PEFT playing such an important role in democratising SoTA research. Checkout the mode weights at: https://
huggingface.co/andreabac3/Fau
no-Italian-LLM-7B
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ChatArena: Python Library for Multi-LLM Communication
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Full article: https://
marktechpost.com/2023/04/07/mee
t-chatarena-a-python-library-designed-to-facilitate-communication-and-collaboration-between-multiple-large-language-models-llms/
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ChatArena GitHub Repository for AI Agent Research
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GH repo: https://
github.com/chatarena/chat
arena
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ChatArena: Python library enabling multi-LLM communication
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Meet ChatArena, a #Python library designed to facilitate communication and collaboration between multiple #LLMs! (link to the repo in ↓)