Generative AI and LLMs for Developers - How it Actually Works

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Generative AI and LLMs for Developers - How it Actually Works

Torrent Contents Size: 255.2 MB

Generative AI and LLMs for Developers - How it Actually Works
Bonus Resources.txt
TXT
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01. Introduction
01. Cracking open the generative AI black box.mp4
MP4
3.1 MB
01. Cracking open the generative AI black box.srt
SRT
1.2 KB
02. 1. Framing the Landscape
01. What generative actually means.mp4
MP4
9.6 MB
01. What generative actually means.srt
SRT
5.8 KB
02. A very short history From n-grams to foundation models.mp4
MP4
12.8 MB
02. A very short history From n-grams to foundation models.srt
SRT
7 KB
03. 2. How Text Becomes Math
01. Tokens Turning text into integers.mp4
MP4
9.3 MB
01. Tokens Turning text into integers.srt
SRT
6 KB
02. Embeddings Giving tokens meaning.mp4
MP4
12.7 MB
02. Embeddings Giving tokens meaning.srt
SRT
6.3 KB
03. Vector space intuition.mp4
MP4
12.5 MB
03. Vector space intuition.srt
SRT
6.3 KB
04. 3. Attention and the Transformer
01. The core problem Context-dependent meaning.mp4
MP4
10.4 MB
01. The core problem Context-dependent meaning.srt
SRT
5.9 KB
02. Attention in plain English.mp4
MP4
13.2 MB
02. Attention in plain English.srt
SRT
7.7 KB
03. Self-attention Step by step.mp4
MP4
12.5 MB
03. Self-attention Step by step.srt
SRT
6.9 KB
04. Multihead attention.mp4
MP4
12.2 MB
04. Multihead attention.srt
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6.6 KB
05. 4. Training and Generating Text
01. Next-token prediction as a training objective.mp4
MP4
12.7 MB
01. Next-token prediction as a training objective.srt
SRT
6.7 KB
02. Sampling How a probability distribution becomes text.mp4
MP4
12 MB
02. Sampling How a probability distribution becomes text.srt
SRT
7.7 KB
03. From base model to assistant Fine-tuning and RLHF.mp4
MP4
14.5 MB
03. From base model to assistant Fine-tuning and RLHF.srt
SRT
8.2 KB
06. 5. Diffusion Models
01. A different problem Generating images.mp4
MP4
10.5 MB
01. A different problem Generating images.srt
SRT
5.6 KB
02. The core idea Learn to denoise.mp4
MP4
13.4 MB
02. The core idea Learn to denoise.srt
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7.4 KB
03. The U-Net The workhorse behind the magic.mp4
MP4
13.3 MB
03. The U-Net The workhorse behind the magic.srt
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8 KB
04. Text-to-image Guiding diffusion with language.mp4
MP4
11.5 MB
04. Text-to-image Guiding diffusion with language.srt
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6.7 KB
05. Latent diffusion Why Stable Diffusion is fast.mp4
MP4
13.4 MB
05. Latent diffusion Why Stable Diffusion is fast.srt
SRT
7.2 KB
07. Conclusion
01. Putting it all together.mp4
MP4
10.1 MB
01. Putting it all together.srt
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6.2 KB
02. Where to go next.mp4
MP4
10.2 MB
02. Where to go next.srt
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5.5 KB
05. The full transformer block.mp4
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13.4 MB
05. The full transformer block.srt
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8 KB
04. Positional encoding Teaching order to a bag of vectors.mp4
MP4
11.7 MB
04. Positional encoding Teaching order to a bag of vectors.srt
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6.6 KB

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