III. Lo Scrittoio
ArtiklerNotater fra skriptoriet
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- Hvordan språkmodeller fungererEn forklaring uten matematikk: hvordan en språkmodell gjetter seg frem ett ord om gangen, hva attention egentlig er, og hvorfor den kan være overbevisende selv når den tar feil.GrunnlagNorsk12 min
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%# ======================= ======================= ======================= ## @# # # | | | | ## %# # meeting-notes # | pptx | | docx | ## @# # # | | ## %# # # | | | | ## @# # # | | | | ## %# # # | | | | ## @# # # | | | | ## %# ####################### ####################| |################# ## @# | | ## %# ==#===#===#===#===#===# | |==#===#===#===#== ## @# # # | | | ## %# # xlsx # | | pdf | ## @# # # | ## %# # # | ## @# # # meeting-notes/ | ## %# # # | ## LAG 2 ved utlosning @# # # | ## %# =-=-=-=-=-=-=-=-=-=-=-= =-=-=-=-=-=-=-=-=-= ## @# ## %# ======================= ====== =================== ## @# # # | | ## %# # commit # | stilguide | | budsjett | ## @# # # | | | | ## %# # # | | | | ## @# # # | | | | ## %# # # | | | | ## @# # # | | | | ## %# ####################### ####################### ####################### ## LAG 3 ved behov @# ## %# #=#=#=#=#=#=#=#=#=#=#=# =#=#=#=#=#=#=#=#=#=#=#= #=#=#=#=#=#=#=#=#=#=#=# ## @# # # | | | | ## %# # api-docs # | referat | | valider | ## @# # # | | | | ## 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Svaret ligger i tokens: bitene av tekst modellen faktisk leser, aldri bokstavene selv.GrunnlagNorsk11 min
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p=0.742 z=1.14 top_p=0. p=0.6 p=exp(z/T)/Σexp(z/T) T=0.6 p=0.182 p=0.16 top_p=0.6 p=0.002 T=0.6 T=0.6 T=0.6 T=0.6 T= T=0.6 p=0.332 z=0.62 T= . = (z/T)/Σexp(z/T) top_p=0.6 T=1.0 top_p=0.6 T=0.6 p=0.246 T=1.0 top_p=0.6 p=0.748 top_p=0.6 T=1.0 T=0.6 Σp≥0.6 T=1.0 T=0. 0. 0.6 T=1.0 p=exp(z/T)/Σexp(z/T) p=0.638 T=0.6 T=0.6 p=exp(z/T)/Σexp(z/T) p=exp(z/T)/Σexp(z/T) top_p=0 T=0.6 top_p=0.6 T=1.0 T . top_p=0.6 p=0.782 p=0 z=1.6 6 p_p=0.6 z=-1.41 z=-1.24 top_p=0.6 z=0.28 Σp≥0.6 T=1 p=0.346 T=0.6 T=1.0 Σp≥ . to p=0.6 Σp≥0.6 T=1.0 z=0.74 T=0.6 z=-2.04 T=0.6 top_p=0.6 T=0.6 top_p=0.6 top_p=0.6 p=exp(z/T)/Σ T=1.0 T=1.0 z=2.14 p=ex 0 Σp≥0.6 T=0.6 z=-0.49 T=0.6 T=0.6 T=1.0 top_p=0.6 Σp≥0.6 Σp≥0.6 T=0.6 z=-0.04 T=0.6 T=1.0 T T=1.0 z=-2.14 T=1.0 top 6 T z/ /Σexp(z/T) T=0.6 top_p=0.6 z=0.65 p=exp(z/T)/Σexp(z/T) T=1.0 T=1.0 T=1.0 Σp≥0.6 Σp≥0.6 z=-0.27 p=0.015 z=1.85 top_p=0.6 = 65 z=-2.6 z=1.67 T=0.6 top_p=0.6 top_p=0.6 p=exp(z/T)/Σexp(z/T) p=exp(z/T)/Σexp(z/T) p=exp(z/T)/Σexp p=exp(z/T)/Σexp(z/T) p=ex .87 z=2.37 Σp≥0.6 p=exp(z/T)/Σexp(z/T) p=exp(z/T)/Σexp(z/T) T=1.0 z=-2.65 p=exp(z/T)/Σexp(z/T) Σp≥.:. .:..::.:|: ::. :: .:. ::. ::..|...:...: . .:. .|..:|.:|: ::. ::. .:. ::. ::..|...: .: .:. .:..::.: :: .:. ::. :: . .:. .|..:| . .:. ::. :: .:. .:..:: .:. ::. :: . .:. .|..:|.: ::. .:. ..|.. : .: . :: . |...:...: . . |: ::. ::. . |...: .: . |: ::. :: .:. ..|...:...: . .:. .| .:|.:|: ::. ::. . . .: .:. .:..:: .:. ::. :: . .:. .|..:| . .:. ::. :: .:. .:..:: .:. ::. ::.. .: . .:. .:|: :. ::. . | .: . |: ::. :: . |...:...: . . |: ::. ::. . |...: .: .:. .:|: ::. :: .:. :: ::.. .: . . . .:. ::. :: .:. .:..:: .:. ::. :: . .:. .|..:| . .:. .. .: . |: :. :: . ..: . . |: ::. ::. . |...: .: . |: ::. :: .:. ..|...:...: . .:. .| .:|.:|: ::. ::.============================================ =================================================================================================================================== | | | | | | | | | | | | | "I'm glad you're ___" | | | | | | | | 46.3% | | | | | | | | //===\. | | | xx -------------------------------------------------- 37.0% | | ||| | | #|| | | ||| | | | x/:: | | \\-=-x: ---=---=- 6.5% | | | | /x=--\\ | | | xx\| | | ||: | | ||| #=## 3.0% | | |:| | | | ///| | | \\=--// | | x/---\\ | | | x\\. === 2.0% | | ||: | | ||: | | ||: | | | #/:: | | \\-=-:: -- 1.5% | | //==-\\ | | : x\\. | | ||| | | ||| | | ||: -= 1.2% | | | #xx: | | /x=-=\: \\==-:: | | | xx\: | | || | | #|| # 1.0% | | ||: | | | x//| | | \x==-/: | | | | | | | | | ================================================================================================================================================================================| | %@@@%@@@%@@@%@@@%@@@%@@@%@@@%@@ #=#=#=#=#=#=#=#=#=#=#=#=#=#=#=# ## @# %| %# ## @# %| %# ## @# %| %# ## @# %| %# ## @# %| %# ## @# %| : %# ## xxxx=x @# interested %| #|%%%%x# %# ## |#@###|# @# %| |##%%#xx %# ## \%x%=# @# %| %# okay ## : @# %| interested %# ## #x%#%x @# %| #|###=#\ %# ## #%#%@%%| @# following %| |#%#%#%/ %# ## ####=# @# %| %# ## : @# %| #xxx#\ okay %# excited ## |%%%@=## @# %| |%%#|#|# %# ## #|#%%%xx @# %| \x##=x %# ## @# listening %| : %# ## following x##x=x @# %| |##x%##x %# ## #%#%@%%| @# %| ##%%##xx %# here ## #x#x=x @# %| %# ## xxx### : @# %| ||%#%=xx excited %# ## |#@###|# @# safe %| ####%%xx %# ## x%x#=# @# %| %# ## : @# %#%%%#%%here%#%%%#%%%#%%%#%%%#% ###############################+ + /==- x###=xx\ |%####xx|| ####@#%||| concerned @@%@@@%@@@%@@@%@@@%@@@%@@@%@@@%@@@%@@@%@@@%@@@%@@@%@@@%@@@%@@@ |#%%%%#x|| ##x%-#// \-#= concerned + +/ \: | \. | | | | /. x // - Prompt engineering: Det handler ikke om instruksjoner, men om kontekstHvorfor språkmodeller ikke følger instruksjoner slik en datamaskin følger kode, og hvorfor god prompting handler om å bygge riktig kontekst.GrunnlagNorsk8 min
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