| 1. | | Writing an LLM from scratch, part 32d – Interventions: adding attention bias (gilesthomas.com) |
| 4 points by gpjt 14 hours ago | past | discuss |
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| 2. | | Writing an LLM from scratch, part 32c – Interventions: removing dropout (gilesthomas.com) |
| 1 point by gpjt 1 day ago | past | discuss |
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| 3. | | Writing an LLM from scratch, part 32B – Interventions: gradient clipping (gilesthomas.com) |
| 2 points by gpjt 2 days ago | past | discuss |
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| 4. | | Writing an LLM from scratch, part 32a – Interventions: training a baseline model (gilesthomas.com) |
| 1 point by gpjt 3 days ago | past | discuss |
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| 5. | | Getting a Custom PyTorch LLM onto the Hugging Face Hub (gilesthomas.com) |
| 1 point by gpjt 9 days ago | past | discuss |
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| 6. | | Writing an LLM from scratch, part 31 – the models are now on Hugging Face (gilesthomas.com) |
| 2 points by gpjt 20 days ago | past |
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| 7. | | Writing an LLM from scratch, part 30 – digging into the LLM-as-a-judge results (gilesthomas.com) |
| 1 point by gpjt 29 days ago | past |
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| 8. | | LLM from scratch, part 29 – using DDP to train a base model in the cloud (gilesthomas.com) |
| 2 points by gpjt 30 days ago | past |
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| 9. | | LLM from scratch, part 28 – training a base model from scratch on an RTX 3090 (gilesthomas.com) |
| 540 points by gpjt 66 days ago | past | 121 comments |
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| 10. | | Writing an LLM from scratch, part 27 – what's left, and what's next? (gilesthomas.com) |
| 1 point by gpjt 3 months ago | past |
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| 11. | | Writing an LLM from scratch, part 26 – evaluating the fine-tuned model (gilesthomas.com) |
| 4 points by gpjt 3 months ago | past |
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| 12. | | Writing an LLM from scratch, part 25 – instruction fine-tuning (gilesthomas.com) |
| 2 points by gpjt 3 months ago | past |
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| 13. | | Writing an LLM from scratch, part 24 – the transcript hack (gilesthomas.com) |
| 1 point by gpjt 3 months ago | past |
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| 14. | | Retro Language Models: Rebuilding Karpathy's RNN in PyTorch (gilesthomas.com) |
| 3 points by gpjt 3 months ago | past |
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| 15. | | Writing an LLM from scratch, part 23 – fine-tuning for classification (gilesthomas.com) |
| 1 point by gpjt 3 months ago | past |
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| 16. | | Writing an LLM from scratch, part 22 – training our LLM (gilesthomas.com) |
| 254 points by gpjt 3 months ago | past | 10 comments |
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| 17. | | Revisiting Karpathy's 'Unreasonable Effectiveness of Recurrent Neural Networks' (gilesthomas.com) |
| 2 points by gpjt 3 months ago | past |
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| 18. | | Writing an LLM from scratch, part 21 – perplexed by perplexity (gilesthomas.com) |
| 1 point by gpjt 4 months ago | past |
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| 19. | | Writing an LLM from scratch, part 20 – starting training, and cross entropy loss (gilesthomas.com) |
| 41 points by gpjt 4 months ago | past | 3 comments |
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| 20. | | How Do LLMs Work? (gilesthomas.com) |
| 2 points by gpjt 4 months ago | past | 1 comment |
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| 21. | | The maths you need to start understanding LLMs (gilesthomas.com) |
| 616 points by gpjt 5 months ago | past | 120 comments |
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| 22. | | What AI chatbots are doing under the hood (gilesthomas.com) |
| 2 points by gpjt 5 months ago | past |
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| 23. | | LLM from scratch, part 18 – residuals, shortcut connections, and the Talmud (gilesthomas.com) |
| 2 points by gpjt 5 months ago | past |
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| 24. | | The fixed length bottleneck and the feed forward network (gilesthomas.com) |
| 1 point by gpjt 5 months ago | past |
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| 25. | | Writing an LLM from scratch, part 17 – the feed-forward network (gilesthomas.com) |
| 8 points by gpjt 5 months ago | past |
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| 26. | | Writing an LLM from scratch, part 16 – layer normalisation (gilesthomas.com) |
| 1 point by gpjt 7 months ago | past |
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| 27. | | Leaving PythonAnywhere (gilesthomas.com) |
| 3 points by gpjt 8 months ago | past |
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| 28. | | Writing an LLM from scratch, part 15 – from context vectors to logits (gilesthomas.com) |
| 7 points by gpjt 8 months ago | past |
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| 29. | | Writing an LLM from scratch, part 14 – the complexity of self-attention at scale (gilesthomas.com) |
| 1 point by gpjt 8 months ago | past |
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| 30. | | Writing an LLM from scratch, part 13 – attention heads are dumb (gilesthomas.com) |
| 351 points by gpjt 9 months ago | past | 67 comments |
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