FLAN-T5 LLM - Revision history

BPeat at 20:42, 28 April 2024

2024-04-28T20:42:47Z

BPeat: Text replacement - "* Conversational AI ... ChatGPT | OpenAI ... Bing | Microsoft ... Bard | Google ... Claude | Anthropic ... Perplexity ... You ... Ernie | Baidu" to "* Conversational AI ... [[C...

2024-03-16T15:50:44Z

BPeat at 02:50, 6 December 2023

2023-12-06T02:50:47Z

BPeat at 13:15, 9 October 2023

2023-10-09T13:15:32Z

BPeat at 00:26, 9 September 2023

2023-09-09T00:26:30Z

BPeat at 01:54, 3 September 2023

2023-09-03T01:54:07Z

BPeat at 22:19, 12 July 2023

2023-07-12T22:19:29Z

BPeat at 18:48, 7 July 2023

2023-07-07T18:48:49Z

BPeat at 06:17, 7 May 2023

2023-05-07T06:17:57Z

BPeat at 16:44, 29 April 2023

2023-04-29T16:44:58Z

@@ Line 20: / Line 20: @@
 * [[What is Artificial Intelligence (AI)? | Artificial Intelligence (AI)]] ... [[Generative AI]] ... [[Machine Learning (ML)]] ... [[Deep Learning]] ... [[Neural Network]] ... [[Reinforcement Learning (RL)|Reinforcement]] ... [[Learning Techniques]]
 * [[Artificial General Intelligence (AGI) to Singularity]] ... [[Inside Out - Curious Optimistic Reasoning| Curious Reasoning]] ... [[Emergence]] ... [[Moonshots]] ... [[Explainable / Interpretable AI|Explainable AI]] ...  [[Algorithm Administration#Automated Learning|Automated Learning]]
-* [[Transfer Learning]]
+* [[Perspective]] ... [[Context]] ... [[In-Context Learning (ICL)]] ... [[Transfer Learning]] ... [[Out-of-Distribution (OOD) Generalization]]
 * [[Large Language Model (LLM)]] ... [[Natural Language Processing (NLP)]]  ...[[Natural Language Generation (NLG)|Generation]] ... [[Natural Language Classification (NLC)|Classification]] ...  [[Natural Language Processing (NLP)#Natural Language Understanding (NLU)|Understanding]] ... [[Language Translation|Translation]] ...  [[Natural Language Tools & Services|Tools & Services]]
 * [[BLIP-2]] | Salesforce Research ... a generic and efficient pre-training strategy that bootstraps vision-language pre-training from off-the-shelf frozen pre-trained image encoders and frozen large language models. It achieves state-of-the-art performance on various vision-language tasks, despite having significantly fewer trainable parameters than existing methods.

@@ Line 17: / Line 17: @@
 [http://www.google.com/search?q=Transfer+Learning+deep+machine+learning+ML ...Google search]
-* [[Conversational AI]] ... [[ChatGPT]] | [[OpenAI]] ... [[Bing]] | [[Microsoft]] ... [[Bard]] | [[Google]] ... [[Claude]] | [[Anthropic]] ... [[Perplexity]] ... [[You]] ... [[Ernie]] | [[Baidu]]
+* [[Conversational AI]] ... [[ChatGPT]] | [[OpenAI]] ... [[Bing/Copilot]] | [[Microsoft]] ... [[Gemini]] | [[Google]] ... [[Claude]] | [[Anthropic]] ... [[Perplexity]] ... [[You]] ... [[phind]] ... [[Ernie]] | [[Baidu]]
 * [[What is Artificial Intelligence (AI)? | Artificial Intelligence (AI)]] ... [[Generative AI]] ... [[Machine Learning (ML)]] ... [[Deep Learning]] ... [[Neural Network]] ... [[Reinforcement Learning (RL)|Reinforcement]] ... [[Learning Techniques]]
 * [[Artificial General Intelligence (AGI) to Singularity]] ... [[Inside Out - Curious Optimistic Reasoning| Curious Reasoning]] ... [[Emergence]] ... [[Moonshots]] ... [[Explainable / Interpretable AI|Explainable AI]] ...  [[Algorithm Administration#Automated Learning|Automated Learning]]

@@ Line 24: / Line 24: @@
 * [[BLIP-2]] | Salesforce Research ... a generic and efficient pre-training strategy that bootstraps vision-language pre-training from off-the-shelf frozen pre-trained image encoders and frozen large language models. It achieves state-of-the-art performance on various vision-language tasks, despite having significantly fewer trainable parameters than existing methods.
 * [[Colaboratory|Colab]] [[Jupyter]] Notebook | [[Google]]
-* [[Python]] ... [[Generative AI with Python|GenAI w/ Python]] ... [[Javascript]] ... [[Generative AI with Javascript|GenAI w/ Javascript]] ... [[TensorFlow]] ... [[PyTorch]]
+* [[Python]] ... [[Generative AI with Python|GenAI w/ Python]] ... [[JavaScript]] ... [[Generative AI with JavaScript|GenAI w/ JavaScript]] ... [[TensorFlow]] ... [[PyTorch]]
 * [https://gradio.app/ Gradio] for GUI   ... [[LangChain#Gradio|LangChain with Gradio]]

@@ Line 24: / Line 24: @@
 * [[BLIP-2]] | Salesforce Research ... a generic and efficient pre-training strategy that bootstraps vision-language pre-training from off-the-shelf frozen pre-trained image encoders and frozen large language models. It achieves state-of-the-art performance on various vision-language tasks, despite having significantly fewer trainable parameters than existing methods.
 * [[Colaboratory|Colab]] [[Jupyter]] Notebook | [[Google]]
-* [[Python]] ... [[Generative AI with Python]] ... [[Javascript]] ... [[Generative AI with Javascript]]
+* [[Python]] ... [[Generative AI with Python|GenAI w/ Python]] ... [[Javascript]] ... [[Generative AI with Javascript|GenAI w/ Javascript]] ... [[TensorFlow]] ... [[PyTorch]]
 * [https://gradio.app/ Gradio] for GUI   ... [[LangChain#Gradio|LangChain with Gradio]]

@@ Line 19: / Line 19: @@
 * [[Conversational AI]] ... [[ChatGPT]] | [[OpenAI]] ... [[Bing]] | [[Microsoft]] ... [[Bard]] | [[Google]] ... [[Claude]] | [[Anthropic]] ... [[Perplexity]] ... [[You]] ... [[Ernie]] | [[Baidu]]
 * [[What is Artificial Intelligence (AI)? | Artificial Intelligence (AI)]] ... [[Generative AI]] ... [[Machine Learning (ML)]] ... [[Deep Learning]] ... [[Neural Network]] ... [[Reinforcement Learning (RL)|Reinforcement]] ... [[Learning Techniques]]
-* [[Singularity]] ... [[Artificial Consciousness / Sentience|Sentience]] ... [[Artificial General Intelligence (AGI)| AGI]] ... [[Inside Out - Curious Optimistic Reasoning| Curious Reasoning]] ... [[Emergence]] ... [[Moonshots]] ... [[Explainable / Interpretable AI|Explainable AI]] ...  [[Algorithm Administration#Automated Learning|Automated Learning]]
+* [[Artificial General Intelligence (AGI) to Singularity]] ... [[Inside Out - Curious Optimistic Reasoning| Curious Reasoning]] ... [[Emergence]] ... [[Moonshots]] ... [[Explainable / Interpretable AI|Explainable AI]] ...  [[Algorithm Administration#Automated Learning|Automated Learning]]
 * [[Transfer Learning]]
 * [[Large Language Model (LLM)]] ... [[Natural Language Processing (NLP)]]  ...[[Natural Language Generation (NLG)|Generation]] ... [[Natural Language Classification (NLC)|Classification]] ...  [[Natural Language Processing (NLP)#Natural Language Understanding (NLU)|Understanding]] ... [[Language Translation|Translation]] ...  [[Natural Language Tools & Services|Tools & Services]]

@@ Line 2: / Line 2: @@
 |title=PRIMO.ai
 |titlemode=append
-|keywords=artificial, intelligence, machine, learning, models, algorithms, data, singularity, moonshot, Tensorflow, Google, Nvidia, Microsoft, Azure, Amazon, AWS
+|keywords=ChatGPT, artificial, intelligence, machine, learning, GPT-4, GPT-5, NLP, NLG, NLC, NLU, models, data, singularity, moonshot, Sentience, AGI, Emergence, Moonshot, Explainable, TensorFlow, Google, Nvidia, Microsoft, Azure, Amazon, AWS, Hugging Face, OpenAI, Tensorflow, OpenAI, Google, Nvidia, Microsoft, Azure, Amazon, AWS, Meta, LLM, metaverse, assistants, agents, digital twin, IoT, Transhumanism, Immersive Reality, Generative AI, Conversational AI, Perplexity, Bing, You, Bard, Ernie, prompt Engineering LangChain, Video/Image, Vision, End-to-End Speech, Synthesize Speech, Speech Recognition, Stanford, MIT |description=Helpful resources for your journey with artificial intelligence; videos, articles, techniques, courses, profiles, and tools
 |description=Helpful resources for your journey with artificial intelligence; videos, articles, techniques, courses, profiles, and tools
 }}
 [http://www.youtube.com/results?search_query=Transfer+Learning+machine+neural+network YouTube search...]
@@ Line 13: / Line 22: @@
 * [[Large Language Model (LLM)]] ... [[Natural Language Processing (NLP)]]  ...[[Natural Language Generation (NLG)|Generation]] ... [[Natural Language Classification (NLC)|Classification]] ...  [[Natural Language Processing (NLP)#Natural Language Understanding (NLU)|Understanding]] ... [[Language Translation|Translation]] ...  [[Natural Language Tools & Services|Tools & Services]]
 * [[BLIP-2]] | Salesforce Research ... a generic and efficient pre-training strategy that bootstraps vision-language pre-training from off-the-shelf frozen pre-trained image encoders and frozen large language models. It achieves state-of-the-art performance on various vision-language tasks, despite having significantly fewer trainable parameters than existing methods.
 * [https://gradio.app/ Gradio] for GUI   ... [[LangChain#Gradio|LangChain with Gradio]]
 <b>T5</b> stands for “Text-To-Text Transfer [[Transformer]]” . It is a model developed by [[Google]] Research that converts every language problem into a text-to-text format. T5 is an [[Autoencoder (AE) / Encoder-Decoder|encoder-decoder model]] pre-trained on a multi-task mixture of [[unsupervised]] and [[supervised]] tasks and for which each task is converted into a text-to-text format. It was presented in a paper by Google called "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer". T5 works well on a variety of tasks out-of-the-box by prepending a different prefix to the input corresponding to each task. [[Large Language Model (LLM)]] are AI models that have been trained on large amounts of text data and can generate human-like text. - [https://huggingface.co/docs/transformers/model_doc/t5 T5] | [[Hugging Face]]