| 1. | | Provision: LLM-powered server setup from Markdown (provision.sh) |
| 2 points by gpjt 4 days ago | past | discuss |
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| 2. | | LLM from scratch, part 32j – trying to train a better model in the cloud (gilesthomas.com) |
| 2 points by gpjt 5 days ago | past | discuss |
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| 3. | | Writing an LLM from scratch, part 32i – Interventions: what is in the noise? (gilesthomas.com) |
| 1 point by gpjt 7 days ago | past | discuss |
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| 4. | | Writing an LLM from scratch, part 32h – Interventions: full fat float32 (gilesthomas.com) |
| 7 points by gpjt 11 days ago | past | discuss |
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| 5. | | Writing an LLM from scratch, part 32g – Interventions: weight tying (gilesthomas.com) |
| 2 points by gpjt 21 days ago | past |
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| 6. | | Writing an LLM from scratch, part 32f – Interventions: weight decay (gilesthomas.com) |
| 6 points by gpjt 22 days ago | past |
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| 7. | | Writing an LLM from scratch, part 32e – Interventions: the learning rate (gilesthomas.com) |
| 3 points by gpjt 35 days ago | past |
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| 8. | | Writing an LLM from scratch, part 32d – Interventions: adding attention bias (gilesthomas.com) |
| 6 points by gpjt 67 days ago | past |
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| 9. | | Writing an LLM from scratch, part 32c – Interventions: removing dropout (gilesthomas.com) |
| 1 point by gpjt 68 days ago | past |
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| 10. | | Writing an LLM from scratch, part 32B – Interventions: gradient clipping (gilesthomas.com) |
| 2 points by gpjt 69 days ago | past |
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| 11. | | Writing an LLM from scratch, part 32a – Interventions: training a baseline model (gilesthomas.com) |
| 1 point by gpjt 70 days ago | past |
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| 12. | | Getting a Custom PyTorch LLM onto the Hugging Face Hub (gilesthomas.com) |
| 1 point by gpjt 76 days ago | past |
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| 13. | | Writing an LLM from scratch, part 31 – the models are now on Hugging Face (gilesthomas.com) |
| 2 points by gpjt 87 days ago | past |
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| 14. | | Writing an LLM from scratch, part 30 – digging into the LLM-as-a-judge results (gilesthomas.com) |
| 1 point by gpjt 3 months ago | past |
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| 15. | | LLM from scratch, part 29 – using DDP to train a base model in the cloud (gilesthomas.com) |
| 2 points by gpjt 3 months ago | past |
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| 16. | | LLM from scratch, part 28 – training a base model from scratch on an RTX 3090 (gilesthomas.com) |
| 540 points by gpjt 4 months ago | past | 121 comments |
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| 17. | | Writing an LLM from scratch, part 27 – what's left, and what's next? (gilesthomas.com) |
| 1 point by gpjt 5 months ago | past |
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| 18. | | Writing an LLM from scratch, part 26 – evaluating the fine-tuned model (gilesthomas.com) |
| 4 points by gpjt 5 months ago | past |
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| 19. | | Writing an LLM from scratch, part 25 – instruction fine-tuning (gilesthomas.com) |
| 2 points by gpjt 5 months ago | past |
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| 20. | | Writing an LLM from scratch, part 24 – the transcript hack (gilesthomas.com) |
| 1 point by gpjt 5 months ago | past |
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| 21. | | Retro Language Models: Rebuilding Karpathy's RNN in PyTorch (gilesthomas.com) |
| 3 points by gpjt 5 months ago | past |
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| 22. | | Writing an LLM from scratch, part 23 – fine-tuning for classification (gilesthomas.com) |
| 1 point by gpjt 5 months ago | past |
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| 23. | | Writing an LLM from scratch, part 22 – training our LLM (gilesthomas.com) |
| 254 points by gpjt 6 months ago | past | 10 comments |
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| 24. | | Revisiting Karpathy's 'Unreasonable Effectiveness of Recurrent Neural Networks' (gilesthomas.com) |
| 2 points by gpjt 6 months ago | past |
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| 25. | | Writing an LLM from scratch, part 21 – perplexed by perplexity (gilesthomas.com) |
| 1 point by gpjt 6 months ago | past |
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| 26. | | Writing an LLM from scratch, part 20 – starting training, and cross entropy loss (gilesthomas.com) |
| 41 points by gpjt 6 months ago | past | 3 comments |
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| 27. | | How Do LLMs Work? (gilesthomas.com) |
| 2 points by gpjt 6 months ago | past | 1 comment |
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| 28. | | The maths you need to start understanding LLMs (gilesthomas.com) |
| 616 points by gpjt 7 months ago | past | 120 comments |
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| 29. | | What AI chatbots are doing under the hood (gilesthomas.com) |
| 2 points by gpjt 7 months ago | past |
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| 30. | | LLM from scratch, part 18 – residuals, shortcut connections, and the Talmud (gilesthomas.com) |
| 2 points by gpjt 7 months ago | past |
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