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Hackers' Guide to Language Models

Home Page: https://fastai.github.io/lm-hackers/lm-hackers.html

License: Apache License 2.0

Python 0.27% Jupyter Notebook 99.73%

lm-hackers's Introduction

A Hackers' Guide to Language Models

This material is to accompany the video A Hackers' Guide to Language Models. The notebook from the video is lm-hackers.ipynb. The other files are for axolotl fine-tuning.

lm-hackers's People

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pterameta solab5 vigneshhexo radwanho vhka1729 bharatr21 animesh onyekaugochukwu arikru nanaakwasiabayieboateng borishouenou balajimcr enzokro pradeepvaranasi shauryashaurya hakeem750 andbo amitkml amirgholipour nehaa28 ramnathv peterbull bodobraegger jschuller squeeko katahdin0 joshmsimpson icosa2050 popara jakecho pranavpandey2511 ullasholla iaasgeek yoman813 manaranjanp cgreening yuriybutko qwranglers adambear rarhs edcet techthiyanes kyleclk jamsyd nadezhdavdovichenko soon14 vidhun-2000 itsbean quantumpulse-apothecary lucapug klyachevdmitry rkp64 srujayreddyv alpatrykos geroalbornoz collawolley oofaish ankmister datascientist1976 trainmachines therafman gonbat reliasoftware vinaywv suchoudh sonicviz tomchapin oxxio ikeoluwastat markuseicher magrella nikozhuk ar210689 yutong773 oreza zaoyang serhiyprotsenko erica-luong muharremokutan phucb2 ab-repo mekongdelta-mind rayherrick pwolter liumingxing perception-ui ronfisher71 w1kke drasaadmoosa hayasam greenscreensallypls practice-dump ania125 nd-crane asloan7 damonclifford mbrukman asifm rhinojosa sensible-analytics

lm-hackers's Issues

all the images are missing

ValueError: no train split found for dataset knowrohit07/know_sql, you may specify a split with 'split: `

running
CUDA_VISIBLE_DEVICES="0" python -m axolotl.cli.preprocess sql.yml
appears this error.

missing install instructions for external libraries

The notebook doesn't work out of the box because it is missing the install instruction for libraries ( tiktoken, openai, pydantic , fastcore, transformers, wikipediaapi and torch).

I wonder if we can add a requirements.txt or something to accompany the notebook. A hacker will probably figure out a way around this, but just thinking out loud

Jeremy's Custom Instructions for ChatGPT

His custom instructions for the "How would you like ChatGPT to respond" were great -- as far as they went.

Is the complete text available somewhere?

thanks...jon

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