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
…
LLMS
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PEFT Democratizes State-of-the-Art LLM Research and Development
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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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Betting on LLM capability improvements a year later
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A year ago I was also not super confident in this direction but I felt we should try it and bet on LLMs getting more capable
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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: 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 ↓)
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Daily Content on ML, NLP, Computer Vision and LLMs
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That's a wrap! If you interested in: – Python – Data Science – Machine Learning – Maths for ML – MLOps – NLP – Computer Vision – LLMs I'm sharing daily content over here, follow me → @akshay_pachaar if you haven't already!! Cheers!!
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Training Smaller Models Longer Challenges Chinchilla Predictions
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There is a fascinating recent trend of training *smaller models for longer* w.r.t. Chinchilla optimal predictions Best explanation I've seen of this? This new blog post by @harm_devries (with collaborators of the @BigCodeProject
): https://
harmdevries.com/post/model-siz
e-vs-compute-overhead/
… Clearly these are only -
AI Safety Through Spreading Love and Empathy Online
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Late night thought: If LLMs or AI trained on our words are a true threat, and if the most powerful models will be trained on the latest data… Then maybe spreading love and empathy is the best AI safety method. Every time we say something positive, we make it likely for future
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AI Chatbot Faces Defamation Lawsuit From US Law Professor
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"Defamed By #ChatGPT": US Law Professor Claims AI Chatbot Falsely Accused Him Of Sexual Assault https://
ndtv.com/world-news/def
amed-by-chatgpt-us-law-professor-claims-ai-chatbot-falsely-accused-him-of-sexual-assault-3931596/amp/1
… #BingAI #opensource #EthicalAI #Python #tech #chatgpt4 #AI #ML #AIEthics #chatgpt3 #code #GPT3 #GPT4 #GPT4AI #aichat #chatbot #ChatbotAI #BardAI #chatgpt5