New Ways to Scale Inference Time Compute of LLMs: Parallel Scaling, Diffusion and More
DataScienceCastnet
New Ways to Scale Inference Time Compute of LLMs: Parallel Scaling, Diffusion and More
21:45
Paper Reading Stream
DataScienceCastnet
Paper Reading Stream
1:55:50
DataScienceCastnet Live Stream
DataScienceCastnet
DataScienceCastnet Live Stream
Extrapolate All The Things: Paper reading + experiment
DataScienceCastnet
Extrapolate All The Things: Paper reading + experiment
48:57
Paper walkthrough: rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking
DataScienceCastnet
Paper walkthrough: rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking
31:45
Reading a paper + running an experiment: how do LLMs 'connect the dots' in this contrived example?
DataScienceCastnet
Reading a paper + running an experiment: how do LLMs 'connect the dots' in this contrived example?
1:00:34
Min P Sampling: Balancing Creativity and Coherence (paper explanation + code)
DataScienceCastnet
Min P Sampling: Balancing Creativity and Coherence (paper explanation + code)
15:01
Mixed-Modal Early-Fusion Foundation Models: Paper run-throughs for 'Chameleon' and 'MoMa'
DataScienceCastnet
Mixed-Modal Early-Fusion Foundation Models: Paper run-throughs for 'Chameleon' and 'MoMa'
38:47
LLM Steganography: Hiding Messages in Text
DataScienceCastnet
LLM Steganography: Hiding Messages in Text
7:03
Zotero Cleanup (chatting informally while closing my open papers)
DataScienceCastnet
Zotero Cleanup (chatting informally while closing my open papers)
35:24
With the author: Readout Guidance (plus Diffusion Hyperfeatures)
DataScienceCastnet
With the author: Readout Guidance (plus Diffusion Hyperfeatures)
45:43
Paper deep dive: Evolutionary Optimization of Model Merging Recipes
DataScienceCastnet
Paper deep dive: Evolutionary Optimization of Model Merging Recipes
40:00
Paperathon #2
DataScienceCastnet
Paperathon #2
1:47:30
Paperathon #1
DataScienceCastnet
Paperathon #1
4:08:37
ZipLoRA: Any Subject in Any Style (deep dive and paper explanation)
DataScienceCastnet
ZipLoRA: Any Subject in Any Style (deep dive and paper explanation)
26:20
Evaluating Diffusion Models with PickScore
DataScienceCastnet
Evaluating Diffusion Models with PickScore
14:32
How I 'monetized' an AI demo
DataScienceCastnet
How I 'monetized' an AI demo
14:17
Gaussian Splatting explorations
DataScienceCastnet
Gaussian Splatting explorations
32:45
LLM basics #4 with the LLM Science Exam Kaggle Competition - Retrieval
DataScienceCastnet
LLM basics #4 with the LLM Science Exam Kaggle Competition - Retrieval
8:26
What is Speculative Sampling?
DataScienceCastnet
What is Speculative Sampling?
15:21
LLM basics #3 with the LLM Science Exam Kaggle Competition - Training a task-specific model for MCQs
DataScienceCastnet
LLM basics #3 with the LLM Science Exam Kaggle Competition - Training a task-specific model for MCQs
18:15
LLM basics #2 with the LLM Science Exam Kaggle Competition - Generating Synthetic Data
DataScienceCastnet
LLM basics #2 with the LLM Science Exam Kaggle Competition - Generating Synthetic Data
17:04
LLM basics #1 with the LLM Science Exam Kaggle Competition - Zero-Shot approaches
DataScienceCastnet
LLM basics #1 with the LLM Science Exam Kaggle Competition - Zero-Shot approaches
21:08
Stylizing Video with Diffusion Models
DataScienceCastnet
Stylizing Video with Diffusion Models
16:22
InstructPix2Pix Explained - Edit Images with Words!
DataScienceCastnet
InstructPix2Pix Explained - Edit Images with Words!
13:22
Stable Diffusion Deep Dive Notebook Run-through
DataScienceCastnet
Stable Diffusion Deep Dive Notebook Run-through
41:09
Podcast E6: Wasim Lorgat
DataScienceCastnet
Podcast E6: Wasim Lorgat
19:58
Building DistilHN: Using ML to Summarize News Articles
DataScienceCastnet
Building DistilHN: Using ML to Summarize News Articles
15:50
HuggingFace Class, Unit 2 - Fintuning and Guidance (casual notebook walkthough)
DataScienceCastnet
HuggingFace Class, Unit 2 - Fintuning and Guidance (casual notebook walkthough)
46:02
HuggingFace Diffusion Model Class, Unit 1 (casual notebook walkthough)
DataScienceCastnet
HuggingFace Diffusion Model Class, Unit 1 (casual notebook walkthough)
50:38
Editing Images with Diffusion Models (lit review / overview of different approaches)
DataScienceCastnet
Editing Images with Diffusion Models (lit review / overview of different approaches)
20:03
TGL Discussion Series: Hamel Husain
DataScienceCastnet
TGL Discussion Series: Hamel Husain
1:11:46
TGL Discussion Series: Jason Antic
DataScienceCastnet
TGL Discussion Series: Jason Antic
29:55
TGL Discussion Series: Teodora Szasz
DataScienceCastnet
TGL Discussion Series: Teodora Szasz
34:49
TGL Discussions Series: @EnzymeZoo
DataScienceCastnet
TGL Discussions Series: @EnzymeZoo
14:53
TGL Discussions Series: Apolinario Passos
DataScienceCastnet
TGL Discussions Series: Apolinario Passos
17:46
Progressive Distillation for Fast Sampling of Diffusion Models (paper sumary)
DataScienceCastnet
Progressive Distillation for Fast Sampling of Diffusion Models (paper sumary)
21:06
Summarising Neuromatch Deep Learning Course in 20 minutes
DataScienceCastnet
Summarising Neuromatch Deep Learning Course in 20 minutes
24:55
Paper exploration: Making Diffusion Models go BRRR!
DataScienceCastnet
Paper exploration: Making Diffusion Models go BRRR!
34:16
AIAIART #9 - Evolutionary Algorithms and CPPNs
DataScienceCastnet
AIAIART #9 - Evolutionary Algorithms and CPPNs
40:17
AIAIART #8 - Neural Cellular Automata
DataScienceCastnet
AIAIART #8 - Neural Cellular Automata
36:50
AIAIART Lesson 7.5
DataScienceCastnet
AIAIART Lesson 7.5
1:02:56
AIAIART Lesson #7 - Diffusion Models
DataScienceCastnet
AIAIART Lesson #7 - Diffusion Models
44:44
AIAIART Lesson 6
DataScienceCastnet
AIAIART Lesson 6
39:11
AIAIART Lesson #5
DataScienceCastnet
AIAIART Lesson #5
22:56
HugGAN sprint - demo project
DataScienceCastnet
HugGAN sprint - demo project
36:18
Come along for the ride as I dive into an ML contest (MABe 2 on AICROWD)
DataScienceCastnet
Come along for the ride as I dive into an ML contest (MABe 2 on AICROWD)
49:00
AI Art Showreel (Jan 2022)
DataScienceCastnet
AI Art Showreel (Jan 2022)
1:01
AIAIART Lesson #4 (Live session recording)
DataScienceCastnet
AIAIART Lesson #4 (Live session recording)
58:09
AIAIART Lesson #3
DataScienceCastnet
AIAIART Lesson #3
34:45
AIAIART Lesson 2
DataScienceCastnet
AIAIART Lesson 2
1:00:09
AIAIART Lesson 1
DataScienceCastnet
AIAIART Lesson 1
1:09:05
'Mars Affair'
DataScienceCastnet
'Mars Affair'
2:44
Getting to Grips with AI ART
DataScienceCastnet
Getting to Grips with AI ART
10:56
Competition Attempts: ADDi Alzheimers Detection Challenge
DataScienceCastnet
Competition Attempts: ADDi Alzheimers Detection Challenge
5:40
Competition attempts: BirdClef 2021 Initial Approach
DataScienceCastnet
Competition attempts: BirdClef 2021 Initial Approach
9:47
Competition Attempts: MABE Challenge first thoughts
DataScienceCastnet
Competition Attempts: MABE Challenge first thoughts
15:27
Meet DotSwarm: A Slime-Mould-Inspired Shader
DataScienceCastnet
Meet DotSwarm: A Slime-Mould-Inspired Shader
2:48
Days of Code 2: WhistleGen - generating Irish music with machine learning
DataScienceCastnet
Days of Code 2: WhistleGen - generating Irish music with machine learning
11:29
Days of Code: Intro and Recap of the first few weeks
DataScienceCastnet
Days of Code: Intro and Recap of the first few weeks
6:00