From 6956bbc25b4060a6358602d7600dfd4b458a1ac0 Mon Sep 17 00:00:00 2001 From: Jake Runyan Date: Thu, 23 Jan 2025 09:50:58 -0800 Subject: [PATCH] Update blog post with pics --- .../index.mdx | 47 ++++++++++++++++++ .../2025-01-22-pure-rl-with-deepseek/jake.png | Bin 0 -> 110750 bytes .../web-search.png | Bin 0 -> 48708 bytes 3 files changed, 47 insertions(+) create mode 100644 website/blog/2025-01-22-pure-rl-with-deepseek/index.mdx create mode 100644 website/blog/2025-01-22-pure-rl-with-deepseek/jake.png create mode 100644 website/blog/2025-01-22-pure-rl-with-deepseek/web-search.png diff --git a/website/blog/2025-01-22-pure-rl-with-deepseek/index.mdx b/website/blog/2025-01-22-pure-rl-with-deepseek/index.mdx new file mode 100644 index 0000000..9a8a077 --- /dev/null +++ b/website/blog/2025-01-22-pure-rl-with-deepseek/index.mdx @@ -0,0 +1,47 @@ +--- +slug: pure-rl-with-deepseek +title: Pure RL with DeepSeek +authors: [jrunyan] +tags: [ai, workflow] +--- + +# Pure RL with DeepSeek +So apparently pure reinforcement learning is the move. The new DeepSeek models out of China throw modern LLM training +techniques out in favor of just purely using RL over more time and over more data to produce better models than the more bespoke methods. + +# Open Source Stacks Rock! +I've experienced it once before with [ComfyUI](https://jake.runyan.dev/blog/sdxl-pipeline), but it seems like with AI the open source +community has really been putting in the work so those like me looking to start some passion projects can quicken their development cycles. + +[OpenWebUI](https://github.com/ml-explore/OpenWebUI) is a great frontend UI for interacting with models. Some of their docker containers +come bundled with Ollama, which means the setup is literally as simple as building a super standard docker container with it. + +# Giving it a Shot + +## DeepSeek +This is the new LLM model out of China that's been said to have pretty good code gen abilities, and the main reason I started looking +at setting up this stack for myself. I've done previous attempts at self-hosting coding assistants, but found that the juice wasn't +worth the squeeze, as they say. + +For this experiment I was looking at the 1.5b and 8b models for `deepseek-r1`, though the coding assistant model `deepseek-coder` is also available. + +## My Experience +Man, it was pretty good. I've got a smaller GPU on PWS so I was limited to running the 8b model, but responses were good. I noticed +the best response times on the 1.5b model, and for some easier tasks the correctness between the two was hard to discern. + +I particularly liked the features of OpenWebUI to allow for web search, which from initial testing seemed to find good results to build +context of the response with. + +![img alt](./web-search.png) + +Some responses with web search are a little on the nose with the smaller models, for example a search about me gives results that are pulled +verbatim from my github profile and websites. + +![img alt](./jake.png) + +I'm still actively using chatgpt, claude, and others for coding work, but as local LLMs improve you can bet I'll be keeping up to date with this stack. + +## Resources +[OpenWebUI](https://github.com/ml-explore/OpenWebUI) +[Deepseek with Ollama](https://ollama.ai/library/deepseek-coder) +Thank you to [DWS](https://dws.rip) for collaboration. diff --git a/website/blog/2025-01-22-pure-rl-with-deepseek/jake.png b/website/blog/2025-01-22-pure-rl-with-deepseek/jake.png new file mode 100644 index 0000000000000000000000000000000000000000..9781f991774778a5b8d3c3f9cd7c39746c21377d GIT binary patch literal 110750 zcmeFZcUx1-_dX1W2qMxHkP@nZ(m{F^L`0f^Qlv?Z(mSDqh*G2(P-!An5s?nkAt1d; zklvBrJ0Y|r&yMFDJs;2a1w4QJye=+xGJDVLS!>Ojb>C}E!tZITQJiNyPe4FGp?>F< z9s$9bJpuwEXHpX2n^Oa}n?|DB}%2d7J z@XWb7v**q4#^F3SoPzid z3pRA?I3-&)f|tGG1O1pL;tH3XFIot#o(RD(PTyaP-Hlp3XZymf?d%5;E2pl7XBFXL z%nu_VIz=mc#Xs_pOB6`GyH^XS(51DhoPkvGr2^HXjj9f>p&M-FTVm@AUwW^p#oQv+ zwJ9RKe4Yjec~4OoLE*aIaFdXG*R_RQPl}(Rd9UcJa5$A4gZ>*4x4G#G2m5n8N&#=v z`v&Z+8ggz<+h{p`A-QnrsYcS;ORR@(4kK^ATB8CwKB$Ki>5nA%>Xsh3j073^ANzmfH3R{0Wokz2>dYue}GnAg%X?t{-*){ zZlx3b(|Tqv{mehtM9%mdZ|bY4s{{Y*Tf5uZI(s~J@qA9y{T=9P_{n`EPa`c&8EY3O zK}#DKD_cQ`lPmra0y&5baOq_0X~_n0a&-2Pfyi_Gyh8@K#(you!S?eOPX~DpBdvRE zDlYD}Y!ZUPg2EgM=h@iU`Pfu4FAt4_hA3+~6K^J$hkchOj zw2-iF1WMhqe0?SI;Ld&TRO8Ev;OKk}e4*#vpy(bV`N8?*hoB;6vV<6Iho(jKJ^Y_F5Zv6W}IU)Si|0RmQ z3<%E7IP2qe?qTMC|ff9lGt(*5DgzG8i-rXM@4WoQO+$>0U|JGUmme4x% zRE;jJ1`SHXDl@!z_!h18jqs0SnZ->0>t~rpiumZL_^#7clTJe~rlLf9HYX-i%c&UfT8NtM?*+p*8FErD>hFJQ3(#0uX|uq zaMvepqYS>ktsm~I>vmYtfwE{05BMOe+OEKI!;gl7CryO~-0J2EHxwmIta|pmWNY&@G1?Arz|kDqJ=YhAW%LJXrHW-bKS0 zHT*)LG${RSZHm)34-t+lRrXM4aS@CBize{j2HN0Bq~5&uSsicQN^8_gd3#M;(_G74 z;m7gou~vwyD-SDv-Tau4DB_UrseK&Yvfkcd!)QA@=@urs%m(`={kkdf3bBmW>V0}W zMX|98t)C+1)nN-iF09AOZ1?wlOmunDI3)DT%swkUb=3}*Q+)fgg8{*yo)pfr0Ui)yyb~JEr&|98f#`;o|Z(`H0_-MLq9BjxPdsyZUp*Pe# zHq-77`{9PY%T4QXfjB;BShB~|7VP8@>$B3Am8Uj!3LfaE_V5Y)FFLCu|V1EU8wGf+RZfj7Y*@4M+)SOUjvDVB2l$0X(SEIPZ( zdt$aSPWOL_<%T8!d!Zr1@^&iTx%3*4erev?FRvoZ&F@acy!mCyT5JvG`q*uUEr0Fg zr#%{YuQtF>7+7fNu~nOT^ftv_miuqDDEVLQ)niZEh|8Xf2OhsiPW*Wz#jtz0F>mbL zuSFBX*}xj`m)g4hh(8~l)afHr<#kd~RMH&3Zt9gFqk4$+Sa7)39C)xf+2pt86oblj zINa~oX`GD|qBbydLT%5ev4&m~*gl=N?=h{vnsA=4u*5!j*}=NiOok`AYN%wI#t7W& zXIW6Sc#+i>?Ot}FxO~oz2OkusjmRFgpRaTq< zS^ns7)ncmb{>HdaE#@G3rc}iGJm=vI94oYMV!yH-na0BMQS<2YtXGzY-p(_kvx|w= zFI|t5mO>q`<`nD?8LO9P}MdnAk zN>f9SL+f#Bz;5_+eQY1*mN3gsl(^H$V-vDYW>$S>U?Y+Ucbg)q|b>WoCx44-G(|91e$$T*4FnuiO zc`3Ll!3 z-c?1PZoL%tY<~?14ms2u6DoHEIg~mvt7>{#6TE4BUr)oRED*Vt7E89jqi=Ltz5eIZ zAa}2L+4%bEzN3KA{Zz#mjXJX|sDPeJtZ2@+KEp+!k`8kwYZh4>>MO>$F5@aUT|q^j zg@P_tJ{j)SfQ5yGM%EsjQ|-HQ$r0DNqG5$|!Cu4T!lox_Fv)BCiK=l=`bEQ&F*jQJ z(3yQG)wa>X=~tFPQ{_*;7_YDWNo!xYeNE5tJQjo zy6?c7zKv_fyciYADf-mz;EQx;?Kfo#vQq=3yb%Z%p9%52vYzT0tUr!kVggdi`}X!r zi0tWFT0-zbf`y19Vqqx5u&}B`7!y15Hn-q{Q2nXZL0Ip6XB5`0iPyNnqR4;sE+8=G={uhlfRb|JzEhCNE$?u!%(PA(}|JaN?AH%N0|9i91BF-3|y z9JjEmwCh@jW9u;}9o_u`#PQqMZv{0Qm&-@o$6a?Uunf0rF$QKw$5RbrqL`0L3vODJ zgWr$~cF8VRBt|{EDsd;L(PSQ+qM9o?v#2 zE@~jEYs#2b6s?U3slc5?zy=3J9wjX_1{o(F$FRf0m)79qw#)LE&XbShEuIONFEmV4O`SO&%%l*pT2#uz-!a6-emzCrNLnG;3 zZImm*u+ZG?yVdA|0jYd7`UPsjw=I8Wr;TLTY^qnjr1h;s*d%&_XGp^clLW>I)^4AA zSXSjBe3z1iK#DWX`b|7(0nBaQ+Zk%XVW4Wo3EvZe;y^l$AKmE1&6=&KHi=GzqKRXb zmP9Jd7X3Y$Vrng1+DWkdaCS!lflifef)yY{Zyflm&czj6YfPPH8F#AJXQ*6!Xqgdm z91K^0C{6^9f3r;9@VO`?f;Kc~EbnNoHJ3Qp>yhUR*xgya_hE_ylY9RoySb1Zde~sx zk=39(uyCLx5qFT>`B?my0{}MDyKF+spC_rYMci+y^|kZ9PsJ+AaMO;AhmMvCZ|QC! 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