Hamel Husain - Building LLM Apps in Production @TheAIEpiphany
Hamel Husain - Building LLM Apps in Production  @TheAIEpiphany
Uploaded May 2024 | Updated September 2026, 1 week ago
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Hamel joined us to talk about his work as a consultant in the LLM space and discuss the common problems a lot of ML startups he's worked with share.

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website: https://hamel.dev/
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⌚️ Timetable:
00:00 - 01:11 Intro
01:11 - 02:52 Hyperstack GPUs (sponsored)
02:52 - 14:00 Hamel's story
14:00 - 21:30 Consulting in the LLM space
21:30 - 29:25 Problems companies face - Looking at data & collect traces
29:25 - 33:30 Write unit tests :)
33:30 - 36:45 How do you find interesting companies?
36:45 - 50:25 Common mistakes
50:25 - 58:18 How does consulting pay?

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πŸ’° SPONSOR

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One-time donation - paypal.com/paypalme/theaiepiphany

Huge thank you to these AI Epiphany patreons:
Eli Mahler
Petar VeličkoviΔ‡

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#llms #llmapps #evals #data
Hamel Husain - Building LLM Apps in ProductionDay 15: Open NLLB - ALTI+, detecting hallucinations (Pt 2)Tensor Programs V: Tuning Large Neural Networks via Zero-Shot Hyperparameter Transfer (ΞΌTransfer)Day 5: Meta NLLB - data filtering (Pt. 3)Make-A-Video: Text-To-Video Generation Without Text-Video Data | Paper ExplainedBest LLM? Qwen 2 LLM w/ author Junyang LinDay 25: Open NLLB - filtering HBS (Pt 3)Day 19: Open NLLB - OPUS, downloading HBS parallel corpora (Pt 2)Day 20: Open NLLB - downloading HBS parallel corpora (Croatian - wrap up) (Pt 1)Day 29: Open NLLB - testing & improving fasttext HBS LID (Pt 3)Text Style Brush - Transfer of text aesthetics from a single example | Paper ExplainedHow to Build a Deep Learning Machine - Everything You Need To Know
Aleksa Gordić - The AI Epiphany |

Hamel Husain - Building LLM Apps in Production

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