From d7593681a3b40dbbf40917248f76ec22b3f471c4 Mon Sep 17 00:00:00 2001 From: NotXia <35894453+NotXia@users.noreply.github.com> Date: Tue, 12 Nov 2024 19:21:06 +0100 Subject: [PATCH] Add NLP transformer + decoding strategies --- .../img/_attention_block.pdf | Bin 0 -> 50034 bytes .../img/_beam_search.pdf | Bin 0 -> 290992 bytes .../img/_conditional_generation.pdf | Bin 0 -> 90419 bytes .../img/_greedy_decoding_local_minimum.pdf | Bin 0 -> 67914 bytes .../img/_lm_head.pdf | Bin 0 -> 226979 bytes .../img/_multi_head_attention.pdf | Bin 0 -> 114466 bytes .../img/_positional_encoding.pdf | Bin 0 -> 182940 bytes .../img/_residual_stream.pdf | Bin 0 -> 77156 bytes .../img/_transformer_embedding.pdf | Bin 0 -> 74546 bytes src/year2/natural-language-processing/nlp.tex | 1 + .../sections/_attention.tex | 78 +++++++++++- .../sections/_llm.tex | 114 ++++++++++++++++++ 12 files changed, 191 insertions(+), 2 deletions(-) create mode 100644 src/year2/natural-language-processing/img/_attention_block.pdf create mode 100644 src/year2/natural-language-processing/img/_beam_search.pdf create mode 100644 src/year2/natural-language-processing/img/_conditional_generation.pdf create mode 100644 src/year2/natural-language-processing/img/_greedy_decoding_local_minimum.pdf create mode 100644 src/year2/natural-language-processing/img/_lm_head.pdf create mode 100644 src/year2/natural-language-processing/img/_multi_head_attention.pdf create mode 100644 src/year2/natural-language-processing/img/_positional_encoding.pdf create mode 100644 src/year2/natural-language-processing/img/_residual_stream.pdf create mode 100644 src/year2/natural-language-processing/img/_transformer_embedding.pdf create mode 100644 src/year2/natural-language-processing/sections/_llm.tex diff --git a/src/year2/natural-language-processing/img/_attention_block.pdf b/src/year2/natural-language-processing/img/_attention_block.pdf new file mode 100644 index 0000000000000000000000000000000000000000..49d86f5f849c3e1d24ef1f3f33d75911f4204546 GIT binary patch literal 50034 zcmeFZ1yr5MmN1IDLvT5`yA#}kLvVt-b8we~TOdG?;1(Q$yE_DTx8M!|5`yKOq&wYx zXYPA%?mu_lnzdeMv2sej+PiAkw%R4sDw5L7>@3_!)SX}Ro{-o9YyhB%4U(WBfK}4m z#nlDC2`*6uuqv9n8k-rr8Uwg~%c~e$nkyK40o_~ytZLQ{mUiYpN&u`s{#OK=fm0eT z=E`oacGeE&F25DK0Jwi^tM26pu9pBqvjbWJST(K9JnEmJ>$6tCX=H_YzbOz9=7z6Eq0Ck|VGtj}B9*n}- z-1tXxNn=-Y0G*@&2O9?$J3BiEJ2w|U2R9=d8!a2#ug`w8S2K0CHgR(Su(R;6aDXeo z1Nnbxs^SbZb2BynOIt8K0SeY8&c@DOf51_Gp$K;MU;b zx`4?CUf#Efi#?K{h^M2msjayyz{K3r+ChloytR`8U~MKup~bDp zrsybPZe=aw?QE{*t)y=1ZEMPJMj;}MBFjs3JPICGgAT6 z9}^Cq$=`68nf`&o(aqWJCjv85R&zUZdvga@7glx_c2;n^A5hfHoqkK$SquLI7YVZd zs0Nq*miYM{>z|l@FaArXegpHD0>FRjrRz_2_?P=AX6O2=k3R+|UI4nA`q2LQi8yFhaKfh!Fg}z)!(9{~^0V6hDNXnVp@P zokN|STY!sS;HTsZu(ACQpaeRr1A%sb4)doX`S;=h>m+Lnum8f(eljjt;J_lw`iIO4 zBmG6}!J1Tv!sCZfgHyjNh2OR74^90`w@3ip99#kH09JWxGZ%m^fCpTs3ef+hW_~DY zm%r$$AJxB_iaEQA13kfQ*jU(p{QKjVlZS(akCPi*!okbI!p^}1PJtnc+nJl2{Yxz* zfDW!dgc-p5vsbJyoPlnR0KVTcisok4#=n8%=V0Mr=ip!m@Nu!Qaq{uAbAU0kvG8zk z@bUvV*ui|n&&$ij`J)pm#$Yq#`pa0Un!5nqoPSv*DNolIYOX)b$qyT)D#Zri{|%L@ z6gybI{*eY}ewb3Q;RIK30>IdQWw-(0{I3izfcIk4g8^`W z0sKBZa0U$E_u;8Zfh+#N&kf-C13xc#NWYMPhxZ$Hu=!;DVR6*J8ebQj1nXi}b#qU! z0hhH0&!PD5zY@Ry%Ko5*wz7#0*aZJRS`HonxGz6C|I-wM2M7E~3%0-V!e3b7N2h9Di_*sn=g9@MCs

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