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.
CODE
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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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Top ML Papers Week April 3-9 Segment Anything Model
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Top ML Papers of the Week (April 3 – 9): – Segment Anything Model
– SegGPT
– A Survey of LLMs
– Instruction Tuning with GPT-4
– 8 Things to Know about LLMs
– Summary of ChatGPT/GPT-4 Research
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ChatGPT Plugin Extracts Wisdom from Lex Fridman Podcast
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A ChatGPT plugin for getting pearls of wisdom from the @lexfridman podcast: https://t.co/n2QeFs9MAO
— Greg Brockman (@gdb) 9 avril 2023A ChatGPT plugin for getting pearls of wisdom from the @lexfridman podcast:
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GPT-4 excels as SQL JavaScript Python coding assistant
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#GPT4 is the best #SQL/#JS/#Python writing assistant I've ever used
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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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Making LLM NPCs Act Evil: Game Design Challenges
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It’s actually quite challenging to make LLM-driven NPCs to act evil, because they were finetuned by RLHF to be good. But we managed to get some bad behavior, which is a requirement for drama/game They shouldn’t get access to external tools
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NLP Fundamentals: NER, Coreference and Relation Extraction
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Named Entity Recognition (NER), Entity Mention Detection, Coreference resolution, Relation extraction.
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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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