Sergey Levine sur Twitter : "What if we train a language model on images & robot data? That's the idea behind PaLM-E: a huge LLM (562B params) that is trained on language and "multimodal sentences" that include images and language"
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Andrej Karpathy sur Twitter : "Base LLMs (non-finetuned) make very strong few-shot classifiers. Describe task in English, give few examples, read off the label probabilities on test example. No gradient-based optimization necessary. It brings a cannon to a knife fight but is fast, convenient, strong baseline." / Twitter
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2023-03-19 About
David Chalmers sur Twitter : "what are some new and interesting results about the relative capacities of multimodal models and pure language models... (thinking about "do language models need sensory grounding for meaning and understanding?".)"
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2023-03-15 About
Leo Boytsov sur Twitter : "🧵A lot of multi-modal models were announced recently. A little summary..."
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2023-03-08 About
Jerry Liu sur Twitter : "A key goal of @gpt_index is to enable end users to ask an LLM *any* questions over their own data..."
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2023-02-27 About
Guillaume Lample sur Twitter : "Today we release LLaMA, 4 foundation models ranging from 7B to 65B parameters..."
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2023-02-25 About
Maria Khalusova @maria@recsys.social sur Twitter : "Did you know that you can tweak the text output generated by a LLM without changing any of the trainable parameters?..."
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2023-02-23 About
[2203.14465] STaR: Bootstrapping Reasoning With Reasoning
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2023-02-07 About
Yann LeCun sur Twitter : "On the highway towards Human-Level AI, Large Language Model is an off-ramp."
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2023-02-05 About
deepset sur Twitter : " Generative models have taken the world of NLP by storm. But LLMs do not know about your personal data. This makes personal assistants, enterprise knowledge management and many other applications challenging. Retrieval augmented pipelines are the answer"
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2023-02-02 About
The Flan Collection: Advancing open source methods for instruction tuning – Google AI Blog
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2023-02-02 About
An empirical analysis of compute-optimal large language model training
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2023-01-26 About
Andrej Karpathy sur Twitter : "Great post (5mo ago) "chinchilla's wild implications" giving context to LLM goldrush shifting from model size to dataset size..."
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2023-01-05 About
Rohan Anil sur Twitter : "Next big jump with Neural Network performance is going to happen when community embraces non-uniformity
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2022-12-18 About
Stephanie Chan sur Twitter : "Transformer inductive biases..."
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2022-10-14 About
Yi Tay sur Twitter : "Don't retrieve, recite!..."
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2022-10-06 About
Tu Vu sur Twitter : "Enormous LMs like GPT-3 exhibit impressive few-shot performance, but w/ self-training a BERT base sized model can achieve much better results!
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2022-04-13 About