HNHacker News
TopNewBestAskShowJobs

gpjt

1,814 karma · joined January 12, 2009

https://www.gilesthomas.com/
submissionscomments

How an LLM becomes more coherent as we train it

gilesthomas.com·3 pts·gpjt·
0

LLM from scratch, part 32k – Interventions: gradient accumulation

gilesthomas.com·2 pts·gpjt·
0

Provision: LLM-powered server setup from Markdown

provision.sh·2 pts·gpjt·
0

LLM from scratch, part 32j – trying to train a better model in the cloud

gilesthomas.com·2 pts·gpjt·
0

Writing an LLM from scratch, part 32i – Interventions: what is in the noise?

gilesthomas.com·1 pts·gpjt·
0

Writing an LLM from scratch, part 32h – Interventions: full fat float32

gilesthomas.com·7 pts·gpjt·
0

Writing an LLM from scratch, part 32g – Interventions: weight tying

gilesthomas.com·2 pts·gpjt·
0

Writing an LLM from scratch, part 32f – Interventions: weight decay

gilesthomas.com·6 pts·gpjt·
0

Writing an LLM from scratch, part 32e – Interventions: the learning rate

gilesthomas.com·3 pts·gpjt·
0

Writing an LLM from scratch, part 32d – Interventions: adding attention bias

gilesthomas.com·6 pts·gpjt·
0

Writing an LLM from scratch, part 32c – Interventions: removing dropout

gilesthomas.com·1 pts·gpjt·
0

Writing an LLM from scratch, part 32B – Interventions: gradient clipping

gilesthomas.com·2 pts·gpjt·
0

Writing an LLM from scratch, part 32a – Interventions: training a baseline model

gilesthomas.com·1 pts·gpjt·
0

Getting a Custom PyTorch LLM onto the Hugging Face Hub

gilesthomas.com·1 pts·gpjt·
0

Writing an LLM from scratch, part 31 – the models are now on Hugging Face

gilesthomas.com·2 pts·gpjt·
0

Writing an LLM from scratch, part 30 – digging into the LLM-as-a-judge results

gilesthomas.com·1 pts·gpjt·
0

LLM from scratch, part 29 – using DDP to train a base model in the cloud

gilesthomas.com·2 pts·gpjt·
0

LLM from scratch, part 28 – training a base model from scratch on an RTX 3090

gilesthomas.com·540 pts·gpjt·
121

Writing an LLM from scratch, part 27 – what's left, and what's next?

gilesthomas.com·1 pts·gpjt·
0

Writing an LLM from scratch, part 26 – evaluating the fine-tuned model

gilesthomas.com·4 pts·gpjt·
0

Writing an LLM from scratch, part 25 – instruction fine-tuning

gilesthomas.com·2 pts·gpjt·
0

Writing an LLM from scratch, part 24 – the transcript hack

gilesthomas.com·1 pts·gpjt·
0

Retro Language Models: Rebuilding Karpathy's RNN in PyTorch

gilesthomas.com·3 pts·gpjt·
0

Writing an LLM from scratch, part 23 – fine-tuning for classification

gilesthomas.com·1 pts·gpjt·
0

Writing an LLM from scratch, part 22 – training our LLM

gilesthomas.com·254 pts·gpjt·
10

Revisiting Karpathy's 'Unreasonable Effectiveness of Recurrent Neural Networks'

gilesthomas.com·2 pts·gpjt·
0

Writing an LLM from scratch, part 21 – perplexed by perplexity

gilesthomas.com·1 pts·gpjt·
0

Writing an LLM from scratch, part 20 – starting training, and cross entropy loss

gilesthomas.com·41 pts·gpjt·
3

How Do LLMs Work?

gilesthomas.com·2 pts·gpjt·
1

The maths you need to start understanding LLMs

gilesthomas.com·616 pts·gpjt·
120
← PreviousPage 2 of 4Next →