Prompting with Mixture of Experts, Multiagent Systems, and Self Reward

classroom

AI & ML interests

Prompting for MoE, MAS, and Self Rewarding AI - AI Pair Programming! Create a simplified markdown outline with emojis that explains this process in method steps and Pain/Joy/Superpower for daily readout and press release. Summarize difficult to explain concepts as outline of paragraphs keeping formatting inside the paragraphs. Reframe it into Pain / Joy / Superpower with outline with emojis. Have it be three paragraphs with outlined method steps. For Pain have that be problem definition and pain to users. For Joy describe things the user wants or Joy if it works. For superpower describe how implementation gives user superpowers because it eliminates the pain and allows user to do things impossible before this invention. Create minimal app.py implementing idea with all parts and method steps by designing and implementing ideas in python, HTML5, Javascript, and libraries like gradio, streamlit, torch, nltk, scikit learn, and pandas. Score generation against 1-4 with two points per, plus two bonus points if you exceed intent of objectives. Human evaluation will review and give you a score and advice on what to add or change. Display your score as a one to ten buckeyball style rating with emojis.

Title URL
23. awacke1/VoiceInOutLLMwJarvis https://huggingface.co/spaces/awacke1/VoiceInOutLLMwJarvis
22. Demo of Like History for SOTA https://huggingface.co/awacke1/activity/likes
21. Demo of Community for Review https://huggingface.co/awacke1/activity/community
20. Aaron Wacker Activity https://huggingface.co/awacke1/activity/upvotes
19. Moshi Chat - Best Voice IO https://us.moshi.chat/
18. Research Answers Using arXiv https://huggingface.co/spaces/awacke1/Arxiv-Paper-Search-And-QA-RAG-Pattern
17. VR Example with 3D w/Sonnet https://huggingface.co/spaces/awacke1/VR-Aframe-3D-With-Claude-35-Sonnet
16. HF Inference API goes OpenAI https://huggingface.co/docs/huggingface_hub/main/en/guides/inference#openai-compatibility
15. 1971 History of Singularity https://huggingface.co/spaces/awacke1/The1971HistoryOfAISingularity
14. Web UI with AI Pad w/Sonnet https://huggingface.co/spaces/awacke1/Music-Machine-Drum-And-Arpeggiator
13. VR Editor with Object Control https://huggingface.co/spaces/awacke1/AframeVR-Space-Shooter-With-3D-Editor
12. Multiuser and Multiplayer Web https://huggingface.co/spaces/awacke1/Multiplayer-Game
11. Mixture of Experts Research https://huggingface.co/spaces/awacke1/ScienceBrain.AI/discussions/5
10. Self Rewarding AI Research https://huggingface.co/spaces/awacke1/ScienceBrain.AI/discussions/4
9. Multi-Agent Systems Research https://huggingface.co/spaces/awacke1/ScienceBrain.AI/discussions/3
8. Science Brain 10M Arxiv GPT4o https://huggingface.co/spaces/awacke1/ScienceBrain.AI
7. Anthropic Claude 3.5 Sonnet https://huggingface.co/spaces/awacke1/AnthropicClaude3.5Sonnet-ACW
6. Story Plus Image to 3D Animate https://huggingface.co/spaces/awacke1/3d_animation_toolkit
5. InPars-v2 Paper to Implement https://huggingface.co/spaces/Prompting-MoE-MaS-SeR/SOTA-IR-Gradio
4. ML Review How and Why Mermaids app.py
3. GCB Plant Biology RNA-seq DD https://huggingface.co/spaces/awacke1/Educational-Scroll-Post-GeneticsandCellBiology
2. Transformers.js AI Web Page https://huggingface.co/spaces/awacke1/3D-Depth-Model-From-Image
  1. Multiplayer Chat with Users | https://huggingface.co/spaces/awacke1/ChatStreamlitMultiplayer

# Press Release Prompt for Engineering and Executive Readout

1. Create a simplified markdown outline with emojis that explains this process in method steps and Pain/Joy/Superpower for daily readout and press release.
2. Summarize difficult to explain concepts as outline of paragraphs keeping formatting inside the paragraphs.
3. Reframe it into Pain / Joy / Superpower with outline with emojis. Have it be three paragraphs with outlined method steps. For Pain have that be problem definition and pain to users. For Joy describe things the user wants or Joy if it works. For superpower describe how implementation gives user superpowers because it eliminates the pain and allows user to do things impossible before this invention.
4. Create minimal app.py implementing idea with all parts and method steps by designing and implementing ideas in python, HTML5, Javascript, and libraries like gradio, streamlit, torch, nltk, scikit learn, and pandas.
5. Score generation against 1-4 with two points per, plus two bonus points if you exceed intent of objectives. Human evaluation will review and give you a score and advice on what to add or change. Display your score as a one to ten buckeyball style rating with emojis.
6. Define multiagent system gating and agent design, design of mixture of experts which define gating prompt augmentation for specification writing and code writing, and design self rewarding logic based on this prompt.
<Insert Context - Try Paper Summaries on a Topic of Your Choice >

  Title                          | URL
---------------------------------|-----------------------------------------------------------
23. awacke1/VoiceInOutLLMwJarvis | https://huggingface.co/spaces/awacke1/VoiceInOutLLMwJarvis
22. Demo of Like History for SOTA| https://huggingface.co/awacke1/activity/likes
21. Demo of Community for Review | https://huggingface.co/awacke1/activity/community
20. Aaron Wacker Activity        | https://huggingface.co/awacke1/activity/upvotes
19. Moshi Chat - Best Voice IO   | https://us.moshi.chat/
18. Research Answers Using arXiv | https://huggingface.co/spaces/awacke1/Arxiv-Paper-Search-And-QA-RAG-Pattern
17. VR Example with 3D w/Sonnet  | https://huggingface.co/spaces/awacke1/VR-Aframe-3D-With-Claude-35-Sonnet
16. HF Inference API goes OpenAI | https://huggingface.co/docs/huggingface_hub/main/en/guides/inference#openai-compatibility
15. 1971 History of Singularity  | https://huggingface.co/spaces/awacke1/The1971HistoryOfAISingularity
14. Web UI with AI Pad w/Sonnet  | https://huggingface.co/spaces/awacke1/Music-Machine-Drum-And-Arpeggiator
13. VR Editor with Object Control| https://huggingface.co/spaces/awacke1/AframeVR-Space-Shooter-With-3D-Editor
12. Multiuser and Multiplayer Web| https://huggingface.co/spaces/awacke1/Multiplayer-Game
11. Mixture of Experts Research  | https://huggingface.co/spaces/awacke1/ScienceBrain.AI/discussions/5
10. Self Rewarding AI Research   | https://huggingface.co/spaces/awacke1/ScienceBrain.AI/discussions/4
9. Multi-Agent Systems Research  | https://huggingface.co/spaces/awacke1/ScienceBrain.AI/discussions/3
8. Science Brain 10M Arxiv GPT4o | https://huggingface.co/spaces/awacke1/ScienceBrain.AI
7. Anthropic Claude 3.5 Sonnet   | https://huggingface.co/spaces/awacke1/AnthropicClaude3.5Sonnet-ACW
6. Story Plus Image to 3D Animate| https://huggingface.co/spaces/awacke1/3d_animation_toolkit
5. InPars-v2 Paper to Implement  | https://huggingface.co/spaces/Prompting-MoE-MaS-SeR/SOTA-IR-Gradio
4. ML Review How and Why Mermaids| app.py
3. GCB Plant Biology RNA-seq DD  | https://huggingface.co/spaces/awacke1/Educational-Scroll-Post-GeneticsandCellBiology
2. Transformers.js AI Web Page   | https://huggingface.co/spaces/awacke1/3D-Depth-Model-From-Image
1. Multiplayer Chat with Users   | https://huggingface.co/spaces/awacke1/ChatStreamlitMultiplayer

Following:

# Name Link to Hugging Face Space
1 kenshinn (Zhenglin Cheng) https://huggingface.co/kenshinn
2 Csplk (Ci Splunk) https://huggingface.co/Csplk
3 DavidVivancos (David Vivancos) https://huggingface.co/DavidVivancos
4 cdminix (Christoph Minixhofer) https://huggingface.co/cdminix
5 Jaward (Jaward Sesay) https://huggingface.co/Jaward
6 TuringsSolutions (Richard A Aragon) https://huggingface.co/TuringsSolutions
7 Severian (Beckett Dillon) https://huggingface.co/Severian
8 Wauplin (Lucain Pouget) https://huggingface.co/Wauplin
9 phosseini (Pedram Hosseini) https://huggingface.co/phosseini
10 Malikeh1375 (Malikeh Ehghaghi) https://huggingface.co/Malikeh1375
11 gokaygokay (gokay aydogan) https://huggingface.co/gokaygokay
12 MoritzLaurer (Moritz Laurer) https://huggingface.co/MoritzLaurer
13 mrm8488 (Manuel Romero) https://huggingface.co/mrm8488
14 TheBloke (Tom Jobbins) https://huggingface.co/TheBloke
15 lhoestq (Quentin Lhoest) https://huggingface.co/lhoestq
16 xw-eric (Xin Eric Wang) https://huggingface.co/xw-eric
17 Paul (Paul Röttger) https://huggingface.co/Paul
18 Muennighoff (Niklas Muennighoff) https://huggingface.co/Muennighoff
19 ccdv (ccdv) https://huggingface.co/ccdv
20 haonan-li (Haonan Li) https://huggingface.co/haonan-li
21 chansung (chansung park) https://huggingface.co/chansung
22 lukaemon (Lucas Shen) https://huggingface.co/lukaemon
23 hails (Hailey Schoelkopf) https://huggingface.co/hails
24 pharmapsychotic (pharmapsychotic) https://huggingface.co/pharmapsychotic
25 KingNish (Nishith Jain) https://huggingface.co/KingNish
26 merve (Merve Noyan) https://huggingface.co/merve
27 ameerazam08 (Ameer Azam) https://huggingface.co/ameerazam08
28 ashleykleynhans (Ashley Kleynhans) https://huggingface.co/ashleykleynhans
29 VictorSanh (Victor Sanh) https://huggingface.co/VictorSanh
30 GPT-4 (OpenAi) https://huggingface.co/GPT-4
31 Gustavosta (Gustavo Santana) https://huggingface.co/Gustavosta
32 victor (Victor Mustar) https://huggingface.co/victor
33 hilamanor (Hila Manor) https://huggingface.co/hilamanor
34 Titus-von-Koeller (Titus von Koeller) https://huggingface.co/Titus-von-Koeller
35 fffiloni (Sylvain Filoni) https://huggingface.co/fffiloni
36 ehristoforu (Evgeniy Hristoforu) https://huggingface.co/ehristoforu
37 QA (QA) https://huggingface.co/QA
38 enzostvs (enzo) https://huggingface.co/enzostvs
39 SirishaMaka (Maka Sai Sirisha) https://huggingface.co/SirishaMaka
40 sunilsunhare (sunil sunhare) https://huggingface.co/sunilsunhare
41 gkiran6 (Sai Kiran) https://huggingface.co/gkiran6
42 bssvdkc (Chaitanya Battula) https://huggingface.co/bssvdkc
43 Harsh262 (Harsh Patel) https://huggingface.co/Harsh262
44 gsaiteja (G) https://huggingface.co/gsaiteja
45 ntejeda (Nelson Tejeda) https://huggingface.co/ntejeda
46 jpachika (Jitender Pachika) https://huggingface.co/jpachika
47 rakesh1104 (Rakesh) https://huggingface.co/rakesh1104
48 spalli2 (Sudha Palli) https://huggingface.co/spalli2
49 jclay19 (Jodie Clay) https://huggingface.co/jclay19
50 cabdelm (Christen Abdelmalak) https://huggingface.co/cabdelm
51 juancolon85 (Juan Colon) https://huggingface.co/juancolon85
52 xueyanz (Xueyan Zou) https://huggingface.co/xueyanz
53 mikewinters (Mike) https://huggingface.co/mikewinters
54 cyrilzhang (Cyril Zhang) https://huggingface.co/cyrilzhang
55 nushib (Besmira Nushi) https://huggingface.co/nushib
56 tellarin (Börje Karlsson) https://huggingface.co/tellarin
57 jw2yang (Jianwei Yang) https://huggingface.co/jw2yang
58 ranpox (Yiheng Xu) https://huggingface.co/ranpox
59 tnaumann (Tristan Naumann) https://huggingface.co/tnaumann
60 naotous (Naoto Usuyama) https://huggingface.co/naotous
61 AlekseyCalvin (Aleksey Calvin Tsukanov (A.C.T. SOON®)) https://huggingface.co/AlekseyCalvin
62 hysts (hysts) https://huggingface.co/hysts
63 radames (Radamés Ajna) https://huggingface.co/radames
64 AP123 (AP) https://huggingface.co/AP123
65 tonyassi (Tony Assi) https://huggingface.co/tonyassi
66 ysharma (yuvraj sharma) https://huggingface.co/ysharma
67 ceyda (Ceyda Cinarel) https://huggingface.co/ceyda
68 valhalla (Suraj Patil) https://huggingface.co/valhalla
69 sayakpaul (Sayak Paul) https://huggingface.co/sayakpaul
70 lunarflu (Adam Molnar) https://huggingface.co/lunarflu
71 zengyan-97 (Yan Zeng) https://huggingface.co/zengyan-97
72 tomaarsen (Tom Aarsen) https://huggingface.co/tomaarsen
73 severo (Sylvain Lesage) https://huggingface.co/severo
74 ylecun (Yann LeCun) https://huggingface.co/ylecun
75 mohanrajrajasekaran (Mohanraj) https://huggingface.co/mohanrajrajasekaran
76 jbilcke-hf (Julian Bilcke) https://huggingface.co/jbilcke-hf
77 manoharkdas (Prasad) https://huggingface.co/manoharkdas
78 Vladilen (Vladilen Karassev) https://huggingface.co/Vladilen
79 Heidi (Heidi H) https://huggingface.co/Heidi
80 dmccreary (Dan McCreary) https://huggingface.co/dmccreary
81 Pallav98 (Pallav Goswami) https://huggingface.co/Pallav98
82 moogamatar (Ravi K Raisinghani) https://huggingface.co/moogamatar
83 athareja (athareja) https://huggingface.co/athareja
84 hhalim (halim) https://huggingface.co/hhalim
85 sanchit-gandhi (Sanchit Gandhi) https://huggingface.co/sanchit-gandhi
86 nateraw (Nate Raw) https://huggingface.co/nateraw
87 abidlabs (Abubakar Abid) https://huggingface.co/abidlabs
88 julien-c (Julien Chaumond) https://huggingface.co/julien-c
89 clem (Clem 🤗) https://huggingface.co/clem
90 kmahtan2 (Keya Mahtani) https://huggingface.co/kmahtan2
91 byungchulhan (Byung-Chul Han) https://huggingface.co/byungchulhan
92 coliga (Camille Oliga) https://huggingface.co/coliga
93 jnguy109 (Jason Nguyen) https://huggingface.co/jnguy109
94 Yunique (Yunique) https://huggingface.co/Yunique
95 prarthna (Prarthna Mohanraj) https://huggingface.co/prarthna
96 matt-westerhaus (Matt Westerhaus) https://huggingface.co/matt-westerhaus
97 gmutombo (Gustave) https://huggingface.co/gmutombo
98 nkelly28 (Nolan Kelly) https://huggingface.co/nkelly28
99 nshastry (Nandan Shastry) https://huggingface.co/nshastry
100 reecemiron (Reece Miron) https://huggingface.co/reecemiron
101 Connorsharp (Connor Sharp) https://huggingface.co/Connorsharp
102 mlito17 (Mario Lito) https://huggingface.co/mlito17
103 bschulen (Brigid Schulenburg) https://huggingface.co/bschulen
104 ryoung41 (Ryan Young) https://huggingface.co/ryoung41
105 sebastian108 (Sebastian Johns) https://huggingface.co/sebastian108
106 jeremymontgomeryoptum (Jeremy Montgomery) https://huggingface.co/jeremymontgomeryoptum
107 scarrie6 (Samantha Carrier) https://huggingface.co/scarrie6
108 connorreidy (Connor Reidy) https://huggingface.co/connorreidy
109 ericmoore (Eric Moore) https://huggingface.co/ericmoore
110 yyamamot (Yuma Yamamoto) https://huggingface.co/yyamamot
111 Cseavers (Christian Seavers) https://huggingface.co/Cseavers
112 exu2 (Edward Xu) https://huggingface.co/exu2
113 guysnovelutumba (Guysnove Lutumba) https://huggingface.co/guysnovelutumba
114 Hbali (Harshita Bali) https://huggingface.co/Hbali
115 pstojako (Pavle Stojakovic) https://huggingface.co/pstojako
116 andfanilo (Fanilo A.) https://huggingface.co/andfanilo
117 JohnC26 (john) https://huggingface.co/JohnC26
118 camenduru (camenduru) https://huggingface.co/camenduru
119 utopiah (Fabien Benetou) https://huggingface.co/utopiah
120 Stearns (Bryan Stearns) https://huggingface.co/Stearns
121 Rocketknight1 (Matthew Carrigan) https://huggingface.co/Rocketknight1
122 daspartho (Partho Das) https://huggingface.co/daspartho
123 rungalileo (Galileo Datasets) https://huggingface.co/rungalileo
124 pcuenq (Pedro Cuenca) https://huggingface.co/pcuenq
125 SShaik (Shafi Shaik) https://huggingface.co/SShaik
126 EdBianchi (Edoardo Bianchi) https://huggingface.co/EdBianchi
127 SriniJalasuthram (Srinivas Jalasuthram) https://huggingface.co/SriniJalasuthram
128 osanseviero (Omar Sanseviero) https://huggingface.co/osanseviero
129 KaliYuga (KaliYuga) https://huggingface.co/KaliYuga
130 ChrisTheWizard (Chris Hooley) https://huggingface.co/ChrisTheWizard
131 akhaliq (AK) https://huggingface.co/akhaliq
132 RiversHaveWings (Katherine Crowson) https://huggingface.co/RiversHaveWings
133 freddyaboulton (Freddy Boulton) https://huggingface.co/freddyaboulton
134 chrisjay (Chris Emezue) https://huggingface.co/chrisjay
135 juancopi81 (Juan Carlos Piñeros) https://huggingface.co/juancopi81
136 felixrosberg (Felix Rosberg) https://huggingface.co/felixrosberg
137 fcakyon (Fatih C. Akyon) https://huggingface.co/fcakyon
138 rehanuddin (rehanuddin syed) https://huggingface.co/rehanuddin
139 jharrison27 (John H) https://huggingface.co/jharrison27
140 Jonni (Jonni Campbell) https://huggingface.co/Jonni
141 rbalacha (rajkumar balachandran) https://huggingface.co/rbalacha
142 ssurabhi (Smitha Surabhi) https://huggingface.co/ssurabhi
143 manishjaiswal (Manish Jaiswal) https://huggingface.co/manishjaiswal
144 rajkumar1611 (Rajkumar Munusamy) https://huggingface.co/rajkumar1611
145 saiss123 (Sai Satish Srinivasula) https://huggingface.co/saiss123
146 texantech (Jim Reynolds) https://huggingface.co/texantech
147 cadige (Chetana Adige) https://huggingface.co/cadige
148 djgoettel (Dennis Goettel) https://huggingface.co/djgoettel
149 leilaglewis (Leila Lewis) https://huggingface.co/leilaglewis
150 nielsr (Niels Rogge) https://huggingface.co/nielsr
151 mm2593 (Mehak Maqsood) https://huggingface.co/mm2593
152 jracca (Jun Racca) https://huggingface.co/jracca
153 bolojo (Benjamin Olojo) https://huggingface.co/bolojo
154 bpodell (Brandon Podell) https://huggingface.co/bpodell
155 shaikkhaleel (Khaleel Shaik) https://huggingface.co/shaikkhaleel
156 riazmshaik (Riaz M Shaik) https://huggingface.co/riazmshaik
157 rakshitvarma (Rakshit Varma) https://huggingface.co/rakshitvarma
158 forevergenin (Premkumar Subramanian) https://huggingface.co/forevergenin
159 nkatraga (Naveen Katragadda) https://huggingface.co/nkatraga
160 Daryl (Daryl Clarino) https://huggingface.co/Daryl

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