Python & GPT-3 for Absolute Beginners #1 - Setting up your environment

David Shapiro · Beginner ·🧠 Large Language Models ·3y ago
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Uploads from David Shapiro · David Shapiro · 43 of 60

1 Raven MVP Demo 2021-04-02
Raven MVP Demo 2021-04-02
David Shapiro
2 Get Started with Raven AGI
Get Started with Raven AGI
David Shapiro
3 Coding Raven's Encyclopedia Service (v.1)
Coding Raven's Encyclopedia Service (v.1)
David Shapiro
4 Prototype AGI demo - Natural Language Cognitive Architecture "NLCA" running on GPT-3
Prototype AGI demo - Natural Language Cognitive Architecture "NLCA" running on GPT-3
David Shapiro
5 Raven Release 1 Deep Dive
Raven Release 1 Deep Dive
David Shapiro
6 Fine-tuning GPT-3 to generate questions about anything
Fine-tuning GPT-3 to generate questions about anything
David Shapiro
7 Fine-tuning GPT-3 for benevolent and trustworthy AGI
Fine-tuning GPT-3 for benevolent and trustworthy AGI
David Shapiro
8 Implementing Natural Language Cognitive Architecture with GPT-3 and the "nexus" concept
Implementing Natural Language Cognitive Architecture with GPT-3 and the "nexus" concept
David Shapiro
9 5 Tips and Misconceptions about Finetuning GPT-3
5 Tips and Misconceptions about Finetuning GPT-3
David Shapiro
10 How to create synthetic datasets with GPT-3
How to create synthetic datasets with GPT-3
David Shapiro
11 What is a heuristic imperative? What imperatives should we give AGI?
What is a heuristic imperative? What imperatives should we give AGI?
David Shapiro
12 Talking Philosophy with GPT-3
Talking Philosophy with GPT-3
David Shapiro
13 Talking Boundaries and Consent with GPT-3
Talking Boundaries and Consent with GPT-3
David Shapiro
14 Convergence and acceleration towards AGI (or Artificial Cognitive Entities)
Convergence and acceleration towards AGI (or Artificial Cognitive Entities)
David Shapiro
15 GPT-3 for Writing Dialog
GPT-3 for Writing Dialog
David Shapiro
16 Co-writing flash fiction with GPT-3
Co-writing flash fiction with GPT-3
David Shapiro
17 From zero to finetuned model in 1 hour with GPT-3. Generate a movie script from any premise!
From zero to finetuned model in 1 hour with GPT-3. Generate a movie script from any premise!
David Shapiro
18 GPT-3 Working Session: Finetune an information companion chatbot in 30 minutes (RESEARCH ONLY)
GPT-3 Working Session: Finetune an information companion chatbot in 30 minutes (RESEARCH ONLY)
David Shapiro
19 What is "toxic stoicism"? Talking philosophy with GPT-3
What is "toxic stoicism"? Talking philosophy with GPT-3
David Shapiro
20 Billion-dollar GPT-3 startup! Fix education with an expert tutor chatbot!
Billion-dollar GPT-3 startup! Fix education with an expert tutor chatbot!
David Shapiro
21 Finetune GPT-3 to write an entire coherent novel (part 1)
Finetune GPT-3 to write an entire coherent novel (part 1)
David Shapiro
22 Concepts in Neuroscience and Cognition - Deficits of GPT-3 and the path to AGI and ACE
Concepts in Neuroscience and Cognition - Deficits of GPT-3 and the path to AGI and ACE
David Shapiro
23 Finetuning GPT-3 to be a master tutor that can handle any topic and hostile students
Finetuning GPT-3 to be a master tutor that can handle any topic and hostile students
David Shapiro
24 Testing "Theory of Mind" in GPT-3 - making fully aligned ACOG (Artificial Cognitive Entities)
Testing "Theory of Mind" in GPT-3 - making fully aligned ACOG (Artificial Cognitive Entities)
David Shapiro
25 Finetune GPT-3 to write an entire coherent novel (part 2)
Finetune GPT-3 to write an entire coherent novel (part 2)
David Shapiro
26 Finetune multiple cognitive tasks with GPT-3 on medical texts (and reduce hallucination)
Finetune multiple cognitive tasks with GPT-3 on medical texts (and reduce hallucination)
David Shapiro
27 Finetune GPT-3 to write a novel - Part 3 (IT WORKS!!!) ...at least a little bit
Finetune GPT-3 to write a novel - Part 3 (IT WORKS!!!) ...at least a little bit
David Shapiro
28 How will we know when we've invented AGI? How will we know it is complete?
How will we know when we've invented AGI? How will we know it is complete?
David Shapiro
29 Finetuning a Creative Writing Coach in GPT-3 - Part 1
Finetuning a Creative Writing Coach in GPT-3 - Part 1
David Shapiro
30 Finetune GPT-3 to write a coherent novel - Part 4 (success! with minor bugs...)
Finetune GPT-3 to write a coherent novel - Part 4 (success! with minor bugs...)
David Shapiro
31 Recursively summarize text of any length with GPT-3
Recursively summarize text of any length with GPT-3
David Shapiro
32 Finetuning a Creative Writing Coach in GPT-3 - Part 2
Finetuning a Creative Writing Coach in GPT-3 - Part 2
David Shapiro
33 Increasingly Verbose Bot with GPT-3 - Expand any word or phrase into a whole paragraph
Increasingly Verbose Bot with GPT-3 - Expand any word or phrase into a whole paragraph
David Shapiro
34 Metaprompting with GPT-3 to dynamically generate arguments
Metaprompting with GPT-3 to dynamically generate arguments
David Shapiro
35 I'm taking a short break from research and YouTube
I'm taking a short break from research and YouTube
David Shapiro
36 Are LaMDA or GPT-3 sentient? No, but...
Are LaMDA or GPT-3 sentient? No, but...
David Shapiro
37 Can GPT-3 generate training data? Short answer? Yes! Here's why that's a legit methodology...
Can GPT-3 generate training data? Short answer? Yes! Here's why that's a legit methodology...
David Shapiro
38 DALLE2 Style Tags Tutorial - "Elven archer in a sunny forest" with different tags
DALLE2 Style Tags Tutorial - "Elven archer in a sunny forest" with different tags
David Shapiro
39 Many of you have asked for it: Join my new research Discord! Link in description
Many of you have asked for it: Join my new research Discord! Link in description
David Shapiro
40 Answer complex questions from an arbitrarily large set of documents with vector search and GPT-3
Answer complex questions from an arbitrarily large set of documents with vector search and GPT-3
David Shapiro
41 Fixing "goldfish memory" with GPT-3 and external sources of information in a chatbot - part 1
Fixing "goldfish memory" with GPT-3 and external sources of information in a chatbot - part 1
David Shapiro
42 Fixing "goldfish memory" with GPT-3 and external sources of information in a chatbot - part 2
Fixing "goldfish memory" with GPT-3 and external sources of information in a chatbot - part 2
David Shapiro
Python & GPT-3 for Absolute Beginners #1 - Setting up your environment
Python & GPT-3 for Absolute Beginners #1 - Setting up your environment
David Shapiro
44 Python & GPT-3 for Absolute Beginners #2 - Your first chatbot
Python & GPT-3 for Absolute Beginners #2 - Your first chatbot
David Shapiro
45 Python & GPT-3 for Absolute Beginners #3 - What the heck are embeddings?
Python & GPT-3 for Absolute Beginners #3 - What the heck are embeddings?
David Shapiro
46 Introducing the RAVEN MVP - a general purpose AI companion (with a live DEMO)
Introducing the RAVEN MVP - a general purpose AI companion (with a live DEMO)
David Shapiro
47 I needed SQLITE but for vectors so I wrote it myself. Now it's on PyPI - introducing VDBLITE
I needed SQLITE but for vectors so I wrote it myself. Now it's on PyPI - introducing VDBLITE
David Shapiro
48 Prompt Engineering 101: Autocomplete, Zero-shot, One-shot, and Few-shot prompting
Prompt Engineering 101: Autocomplete, Zero-shot, One-shot, and Few-shot prompting
David Shapiro
49 Prompt Engineering 101: Introduction to CODEX
Prompt Engineering 101: Introduction to CODEX
David Shapiro
50 Prompt Engineering 101: Summarizing, Extraction, and Rewriting
Prompt Engineering 101: Summarizing, Extraction, and Rewriting
David Shapiro
51 Summarize product reviews with GPT-3 fast and easy, get product insights and improvements fast!
Summarize product reviews with GPT-3 fast and easy, get product insights and improvements fast!
David Shapiro
52 Finetuning GPT-3 101: Synthesizing Training Data
Finetuning GPT-3 101: Synthesizing Training Data
David Shapiro
53 Finetuning GPT-3 101: Augmenting Training Data
Finetuning GPT-3 101: Augmenting Training Data
David Shapiro
54 Finetuning GPT-3 101: Using Your Finetuned Model
Finetuning GPT-3 101: Using Your Finetuned Model
David Shapiro
55 Modeling different viewpoints with GPT-3 for automatic debates
Modeling different viewpoints with GPT-3 for automatic debates
David Shapiro
56 Finetune a perfect email generator in GPT-3 - take any input and generate a great email
Finetune a perfect email generator in GPT-3 - take any input and generate a great email
David Shapiro
57 Research Update: Nexus microservice for Artificial Cognition + microservices architecture (MARAGI)
Research Update: Nexus microservice for Artificial Cognition + microservices architecture (MARAGI)
David Shapiro
58 Research Update: Microservices! Text-based simulation, Embeddings, and Nexus
Research Update: Microservices! Text-based simulation, Embeddings, and Nexus
David Shapiro
59 It's alive! The first 3 microservices are up and running!
It's alive! The first 3 microservices are up and running!
David Shapiro
60 What is a Microservice? What does it have to do with AGI?
What is a Microservice? What does it have to do with AGI?
David Shapiro
5 Levels of AI Agents - From Simple LLM Calls to Multi-Agent Systems
Next Up
5 Levels of AI Agents - From Simple LLM Calls to Multi-Agent Systems
Dave Ebbelaar (LLM Eng)