🤗 BLOOM AI Example Usage, How to Test & Deep Dive 😎 (Open AI)
In this video Chris walks through several examples including code completion with Bloom AI, sentence completion with Bloom AI, overall review of Q & A with Bloom and comparison to GPT-2 and general deep dive of the Bloom AI open source Large Language Model.
Inside the episode / skip ahead:
0:00 Intro
0:29 Intro BLOOM AI Large Language Model (Open Source AI)
1:14 Overview of BLOOM Details
1:26 Megatron-Deepspeed Overview
1:44 Download BLOOM and Setup Steps
4:15 How to Access and Test BLOOM AI
4:22 Code Completion and Extension Example (C# Console)
6:36 Sentence Completion with BLOOM AI
7:07 How to make an Alexa Skill for BLOOM AI
8:08 Detailed steps to test BLOOM AI within UI
8:58 Question and Answer with BLOOM AI
9:50 Factual lookup based sentence completion with BLOOM AI
11:28 BLOOM Recommended Scope of Usage
12:56 GPT-2 Comparison with Trivia/Question and Answer
14:48 BLOOM AI Basic Detail
16:00 Megatron-Deepspeed Deeper Dive
17:18 BLOOM AI Training Data Overview
17:58 BLOOM AI DataCards (Training Data Settings)
20:03 Technical Specifications (Hardware and Software)
20:18 BLOOM AI ReadMe Info
22:34 BLOOM AI Architecture and Objective
23:02 Megatron-LM Training Multi-Billion Parameter Language Models
24:34 Facebook Research’s BitsAndBytes Code
25:30 PyTorch CrossEntropyLoss Class
28:14 Training Data Detail (Corpus Map & Languages)
31:26 TensorBoard for BLOOM AI
32:26 How To Use BLOOM AI
33:30 Detailed Intended Use and Licensing Info (BigScience RAIL License v1.0)
36:45 Risks and Limitations
38:12 Evaluation and Metrics (Comparison to OPT 175)
39:40 Glossary & Calculations, More Information
41:06 Outro
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