From 14c6dc90567b1e27c48521303af107ce0c076cb3 Mon Sep 17 00:00:00 2001 From: Rohan-T144 <74475417+Rohan-T144@users.noreply.github.com> Date: Tue, 10 Jun 2025 22:50:58 +1000 Subject: [PATCH 1/3] Upload GSoC presentation --- _data/standing_meetings.yml | 4 ++++ _posts/2025-05-21-enhancing-llm-training.md | 1 - ...05_06_2025_Rohan_Timmaraju_LLM_Training.pdf | Bin 0 -> 106524 bytes 3 files changed, 4 insertions(+), 1 deletion(-) create mode 100644 assets/presentations/CaaS_Weekly_05_06_2025_Rohan_Timmaraju_LLM_Training.pdf diff --git a/_data/standing_meetings.yml b/_data/standing_meetings.yml index 184fea3a..ea4d22e3 100644 --- a/_data/standing_meetings.yml +++ b/_data/standing_meetings.yml @@ -3,6 +3,10 @@ time_cest: "17:00" connect: "[Link to zoom](https://princeton.zoom.us/j/97915651167?pwd=MXJ1T2lhc3Z5QWlYbUFnMTZYQlNRdz09)" agenda: + - title: "Enhancing LLM Training Efficiency with Clad for Backpropagation" + date: 2025-06-05 15:00:00 +0200 + speaker: "Rohan Timmaraju" + link: "[Slides](/assets/presentations/CaaS_Weekly_05_06_2025_Rohan_Timmaraju_LLM_Training.pdf)" - title: "Improve automatic differentiation of object-oriented paradigms using Clad" date: 2025-06-05 16:00:00 +0200 speaker: "Petro Zarytskyi" diff --git a/_posts/2025-05-21-enhancing-llm-training.md b/_posts/2025-05-21-enhancing-llm-training.md index fd5452e1..9ff170eb 100644 --- a/_posts/2025-05-21-enhancing-llm-training.md +++ b/_posts/2025-05-21-enhancing-llm-training.md @@ -43,7 +43,6 @@ By successfully integrating Clad into a C++ LLM training pipeline, we aim to: * **Offer a C++ Alternative:** Provide a foundation for more efficient, compiler-driven LLM training within the C++ ecosystems. * **Learn and Share:** Gain insights into the practicalities of applying compiler-based AD to complex ML problems and share these learnings with the community. -I believe this project has the potential to make a valuable contribution to both the compiler research field and the ongoing efforts to make powerful AI models more accessible and efficient to train. ### Related Links diff --git a/assets/presentations/CaaS_Weekly_05_06_2025_Rohan_Timmaraju_LLM_Training.pdf b/assets/presentations/CaaS_Weekly_05_06_2025_Rohan_Timmaraju_LLM_Training.pdf new file mode 100644 index 0000000000000000000000000000000000000000..cbc6b47ba31b7f7e28f59b203526d28aaaefffc0 GIT binary patch literal 106524 zcmZs>V|XUP^DZ3QcAnVg#&$NgZQItywzIJ|wr$(C%{RY4&N(06`7qsASI^WvRa5s= z*EE^Dh!`CcJqrxkz~SBDdC7g=%)k%~8-NjDXJ`q-!vkOtv#@qHar|km4V+CxOpNS| zO#losCbnkI<^WDkP5>VtjFYpYiGdA_J8-hbp4kT?4B(t2jAe9DiE28fe%6Gq~#b0T+ z4=q2fP2Oq6ma~M|q1%&WX$K?XkE>d+ob8J#?Sh_wzaSl`y2D#B)sXm@ra2+Cs<={@ zZN|J1AqUp`2d%8!=}9l8>+yX^0@E;?v_r2)Dn24?_A0VjYK!u0=JSn_H1`H8ea5w- zVtB6)yile~rY_lVZ`gF=j4a^^WUW>N=7m6SqFIKcjuo<|Y}No`yu))~XH9l>N@A&& z*0LCbFigt(G7PGZT#dwVK$J@j9u=q&?R#x#Qvz;;i~sUAiD^3^88A#%v}@b)&bq1`UlZ8tULx)+83~5) zZD-?LazGPiW)B(F_2(YE(yYv2P3PURf?94mQZz~P zteIZMoRe@zXk3tl_0Iu2hm_j`YsxZdZ@DkR5`ZF$DS4S~DtfG2n1~xe$`Z8yp 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zpFco`vi9L%9waf(+5SP{D02l^QzW>0wj8j2QTu{w!{A^z>bis>fv$7y0n>sqe}F!t zl!KtIRX7A0HG|R~iv5Gb0IPkz90Z1{2M`#lU4sDI)A_mpQ3FbQFc^yd0d@#gUjQ-& zl=*`onHJ8E1BSAHz+pg(=gV<(BiZSZKfmpl+^Fx38-iksf%Z`J9*`hI8PBx`SP2vv z3`t0Qt{jqq;+%{Zgt``x2J3t|9vI5r0|)qiQOiM5$IAmn*}LI9yr|z1P&g7zJ=K|)&_p3a$d&EvoavEO0oTDTB&Q7^20HQcH{@js zx8cSx6K;qR+ywZjgBT)!?^XoN5Nw3t;WY)mFS#Ltc>i7m@Eibc2`6XZJOAg$HqbRF O9E``pBCa5T_kRG*8As6o literal 0 HcmV?d00001 From 8dc4baf7d5e4f4b662a20b2bc20d6d9e3dbd461d Mon Sep 17 00:00:00 2001 From: Rohan-T144 <74475417+Rohan-T144@users.noreply.github.com> Date: Tue, 10 Jun 2025 23:09:50 +1000 Subject: [PATCH 2/3] Fix typo --- .github/actions/spelling/allow/terms.txt | 1 + 1 file changed, 1 insertion(+) diff --git a/.github/actions/spelling/allow/terms.txt b/.github/actions/spelling/allow/terms.txt index 514a0612..152a252a 100644 --- a/.github/actions/spelling/allow/terms.txt +++ b/.github/actions/spelling/allow/terms.txt @@ -1,5 +1,6 @@ AARCH AIML +Backpropagation BGZF CINT CMSSW From e3ffe0a96dfc6354b8ffa12fb7bd2b38a68ecdce Mon Sep 17 00:00:00 2001 From: Rohan-T144 <74475417+Rohan-T144@users.noreply.github.com> Date: Thu, 12 Jun 2025 00:00:50 +1000 Subject: [PATCH 3/3] Fix blog error --- _posts/2025-05-21-enhancing-llm-training.md | 1 + 1 file changed, 1 insertion(+) diff --git a/_posts/2025-05-21-enhancing-llm-training.md b/_posts/2025-05-21-enhancing-llm-training.md index 9ff170eb..2f7b1b5c 100644 --- a/_posts/2025-05-21-enhancing-llm-training.md +++ b/_posts/2025-05-21-enhancing-llm-training.md @@ -43,6 +43,7 @@ By successfully integrating Clad into a C++ LLM training pipeline, we aim to: * **Offer a C++ Alternative:** Provide a foundation for more efficient, compiler-driven LLM training within the C++ ecosystems. * **Learn and Share:** Gain insights into the practicalities of applying compiler-based AD to complex ML problems and share these learnings with the community. +This project has the potential to make a valuable contribution to both the compiler research field and the ongoing efforts to make powerful AI models more accessible and efficient to train. ### Related Links