GENERATIVE AI

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LLMs training on self-generated text as machine learning inbreeding

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@aibreakfast

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27 August 2023 16h46

LLMs generating new text that they will then use to further train LLMs is the machine learning version of inbreeding.

LegalBench: Legal Reasoning Benchmark for LLMs

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27 August 2023 16h32

9/ LegalBench – a collaboratively constructed benchmark for measuring legal reasoning in LLMs; it consists of 162 tasks covering 6 different types of legal reasoning.

IT3D: Multi-View Synthesis for Enhanced Text-to-3D Generation

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27 August 2023 16h32

6/ IT3D – presents a strategy that leverages explicitly synthesized multi-view images to improve Text-to-3D generation; integrates a discriminator along a Diffusion-GAN dual training strategy to guide the training of the 3D models.

Survey on Instruction Tuning Methods for Large Language Models

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27 August 2023 16h32

2/ Survey on Instruction Tuning for LLMs – new survey paper on instruction tuning LLM, including a systematic review of the literature, methodologies, dataset construction, training models, applications, and more.

SeamlessM4T: Unified Multilingual Multimodal Machine Translation System

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27 August 2023 16h32

3/ SeamlessM4T – a unified multilingual and multimodal machine translation system that supports ASR, text-to-text translation, speech-to-text translation, text-to-speech translation, and speech-to-speech translation.

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Hugging Face Learning Resources: Start Your AI Journey

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@thom_wolf

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27 August 2023 13h07

The best places to start learning about the Hugging Face ecosystem are our courses: https://
huggingface.co/learn and the tasks page: https://
huggingface.co/tasks