Linkedin - Grounding Techniques for LLMs --> [ FreeCourseWeb ]

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Torrent File Content (88 files)

[ FreeCourseWeb.com ] Linkedin - Grounding Techniques for LLMs
Get Bonus Downloads Here.url -

183 bytes

~Get Your Files Here !
01 - Introduction/01 - Understanding grounding techniques for LLMs.mp4 -

2.48 MB

01 - Introduction/01 - Understanding grounding techniques for LLMs.srt -

1.16 KB

01 - Introduction/02 - Setting up your LLM environment.mp4 -

14.48 MB

01 - Introduction/02 - Setting up your LLM environment.srt -

11.23 KB

02 - 1. Basic LLM Hallucinations/01 - What is a hallucination.mp4 -

1.7 MB

02 - 1. Basic LLM Hallucinations/01 - What is a hallucination.srt -

1.35 KB

02 - 1. Basic LLM Hallucinations/02 - Hallucination examples.mp4 -

1.95 MB

02 - 1. Basic LLM Hallucinations/02 - Hallucination examples.srt -

1.55 KB

02 - 1. Basic LLM Hallucinations/03 - Comparing hallucinations across LLMs.mp4 -

7.93 MB

02 - 1. Basic LLM Hallucinations/03 - Comparing hallucinations across LLMs.srt -

5.39 KB

02 - 1. Basic LLM Hallucinations/04 - Dangers of hallucinations.mp4 -

6.95 MB

02 - 1. Basic LLM Hallucinations/04 - Dangers of hallucinations.srt -

5.37 KB

02 - 1. Basic LLM Hallucinations/05 - Challenge Finding a hallucination.mp4 -

893.54 KB

02 - 1. Basic LLM Hallucinations/05 - Challenge Finding a hallucination.srt -

846 bytes

02 - 1. Basic LLM Hallucinations/06 - Solution Finding a hallucination.mp4 -

6.22 MB

02 - 1. Basic LLM Hallucinations/06 - Solution Finding a hallucination.srt -

4.63 KB

03 - 2. Types of Hallucinations/01 - Training LLMs on time-sensitive data.mp4 -

4.42 MB

03 - 2. Types of Hallucinations/01 - Training LLMs on time-sensitive data.srt -

3.22 KB

03 - 2. Types of Hallucinations/02 - Poorly curated training data.mp4 -

6.41 MB

03 - 2. Types of Hallucinations/02 - Poorly curated training data.srt -

3.54 KB

03 - 2. Types of Hallucinations/03 - Faithfulness and context.mp4 -

9.39 MB

03 - 2. Types of Hallucinations/03 - Faithfulness and context.srt -

6.87 KB

03 - 2. Types of Hallucinations/04 - Ambiguous responses.mp4 -

5.56 MB

03 - 2. Types of Hallucinations/04 - Ambiguous responses.srt -

3.72 KB

03 - 2. Types of Hallucinations/05 - Incorrect output structure.mp4 -

5.16 MB

03 - 2. Types of Hallucinations/05 - Incorrect output structure.srt -

5.15 KB

03 - 2. Types of Hallucinations/06 - Declining to respond.mp4 -

10.38 MB

03 - 2. Types of Hallucinations/06 - Declining to respond.srt -

7.38 KB

03 - 2. Types of Hallucinations/07 - Fine-tuning hallucinations.mp4 -

8.25 MB

03 - 2. Types of Hallucinations/07 - Fine-tuning hallucinations.srt -

6.05 KB

03 - 2. Types of Hallucinations/08 - LLM sampling techniques and adjustments.mp4 -

10.76 MB

03 - 2. Types of Hallucinations/08 - LLM sampling techniques and adjustments.srt -

7.11 KB

03 - 2. Types of Hallucinations/09 - Bad citations.mp4 -

4.28 MB

03 - 2. Types of Hallucinations/09 - Bad citations.srt -

3.25 KB

03 - 2. Types of Hallucinations/10 - Incomplete information extraction.mp4 -

8.24 MB

03 - 2. Types of Hallucinations/10 - Incomplete information extraction.srt -

5.9 KB

04 - 3. Mitigating Hallucinations/01 - Few-shot learning.mp4 -

5.06 MB

04 - 3. Mitigating Hallucinations/01 - Few-shot learning.srt -

4.95 KB

04 - 3. Mitigating Hallucinations/02 - Chain of thought reasoning.mp4 -

7.49 MB

04 - 3. Mitigating Hallucinations/02 - Chain of thought reasoning.srt -

5.78 KB

04 - 3. Mitigating Hallucinations/03 - Structured templates.mp4 -

4.35 MB

04 - 3. Mitigating Hallucinations/03 - Structured templates.srt -

3.63 KB

04 - 3. Mitigating Hallucinations/04 - Retrieval-augmented generation.mp4 -

6.92 MB

04 - 3. Mitigating Hallucinations/04 - Retrieval-augmented generation.srt -

6.04 KB

04 - 3. Mitigating Hallucinations/05 - Updating LLM model versions.mp4 -

10.12 MB

04 - 3. Mitigating Hallucinations/05 - Updating LLM model versions.srt -

7.17 KB

04 - 3. Mitigating Hallucinations/06 - Model fine-tuning for mitigating hallucinations.mp4 -

24.23 MB

04 - 3. Mitigating Hallucinations/06 - Model fine-tuning for mitigating hallucinations.srt -

13.73 KB

04 - 3. Mitigating Hallucinations/07 - Orchestrating workflows through model routing.mp4 -

18.26 MB

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