initial draft

app.py

@@ -22,12 +22,12 @@ def change_version(version):
 demo = gr.Blocks()
 
 with demo:
-    gr.Markdown("## Radio Leaderboard")
+    gr.Markdown("## 🥇 TOFU Leaderboard")
 
     with gr.Row():
         version_dropdown = gr.Dropdown(
             choices=["llama", "phi", "stable-lm"],
-            label="Select Version",
+            label="🔄 Select Base Model",
             value="llama",
         )
 

versions/phi.csv

@@ -1,32 +1,9 @@
-,-,all,all,imagegame,imagegame,imagegame,privateshared,privateshared,privateshared,referencegame,referencegame,referencegame,taboo,taboo,taboo,wordle,wordle,wordle,wordle_withclue,wordle_withclue,wordle_withclue,wordle_withcritic,wordle_withcritic,wordle_withcritic
-,clemscore,Average % Played,Average Quality Score,% Played,Quality Score,Quality Score (std),% Played,Quality Score,Quality Score (std),% Played,Quality Score,Quality Score (std),% Played,Quality Score,Quality Score (std),% Played,Quality Score,Quality Score (std),% Played,Quality Score,Quality Score (std),% Played,Quality Score,Quality Score (std)
-model,,,,,,,,,,,,,,,,,,,,,,,,
-CodeLlama-34b-Instruct-hf-t0.0--CodeLlama-34b-Instruct-hf-t0.0,10.34,23.96,43.15,7.5,37.67,36.83,0.0,,,15.0,83.33,40.82,74.58,29.55,44.87,53.33,0.0,0.0,13.33,8.33,16.66,4.0,100.0,
-Mistral-7B-Instruct-v0.1-t0.0--Mistral-7B-Instruct-v0.1-t0.0,2.72,17.5,15.56,,,,20.0,0.0,0.0,,,,50.85,46.67,49.01,0.0,,,16.67,0.0,0.0,0.0,,
-Wizard-Vicuna-13B-Uncensored-HF-t0.0--Wizard-Vicuna-13B-Uncensored-HF-t0.0,2.06,9.49,21.71,0.0,,,0.0,,,7.5,66.67,57.74,22.03,30.77,48.04,3.33,0.0,,30.0,11.11,33.33,3.57,0.0,
-WizardLM-13b-v1.2-t0.0--WizardLM-13b-v1.2-t0.0,7.82,40.49,19.31,0.0,,,26.0,21.37,20.34,100.0,35.0,48.3,47.46,51.79,48.08,33.33,0.0,0.0,43.33,7.69,27.74,33.33,0.0,0.0
-WizardLM-70b-v1.0-t0.0--WizardLM-70b-v1.0-t0.0,16.7,51.65,32.34,0.0,,,24.0,62.3,19.84,100.0,32.5,47.43,62.71,67.57,47.46,60.0,0.0,0.0,70.0,21.43,40.53,44.83,10.26,28.49
-claude-2-t0.0--claude-2-t0.0,33.71,82.12,41.05,0.0,,,100.0,75.89,18.57,100.0,45.0,50.38,91.53,73.15,39.71,100.0,0.0,0.0,90.0,21.6,36.56,93.33,30.65,43.22
-claude-2.1-t0.0--claude-2.1-t0.0,36.38,83.08,43.79,0.0,,,100.0,73.01,23.8,100.0,55.0,50.38,94.92,69.35,41.41,100.0,0.67,3.65,93.33,29.29,40.95,93.33,35.42,41.74
-claude-instant-1.2-t0.0--claude-instant-1.2-t0.0,15.44,59.61,25.91,0.0,,,96.0,34.37,30.79,0.0,,,77.97,60.51,44.77,100.0,0.0,0.0,90.0,18.52,37.08,53.33,16.15,28.94
-claude-v1.3-t0.0--claude-v1.3-t0.0,37.64,74.24,50.7,0.0,,,100.0,84.99,18.63,100.0,85.0,36.16,79.66,72.34,37.31,96.67,0.0,0.0,100.0,31.11,39.81,43.33,30.77,48.04
-command-t0.0--command-t0.0,3.12,10.01,31.13,0.0,,,0.0,,,2.5,0.0,,47.46,17.86,39.0,0.0,,,16.67,6.67,14.91,3.45,100.0,
-falcon-7b-instruct-t0.0--falcon-7b-instruct-t0.0,0.0,14.29,0.0,0.0,,,0.0,,,0.0,,,0.0,,,100.0,0.0,0.0,0.0,,,0.0,,
-gpt-3.5-turbo-0613-t0.0--gpt-3.5-turbo-0613-t0.0,32.53,91.96,35.37,97.5,62.49,30.09,91.84,21.17,25.65,100.0,55.0,50.38,64.41,63.16,47.48,100.0,0.0,0.0,100.0,21.38,38.8,90.0,24.38,35.8
-gpt-3.5-turbo-1106-t0.0--gpt-3.5-turbo-1106-t0.0,30.45,77.12,39.49,40.0,51.25,34.69,46.94,27.41,33.38,100.0,52.5,50.57,72.88,76.74,39.86,100.0,0.0,0.0,86.67,30.9,44.36,93.33,37.62,45.9
-gpt-4-0314-t0.0--gpt-4-0314-t0.0,58.81,93.79,62.7,65.0,88.92,16.24,100.0,91.12,7.48,100.0,77.5,42.29,91.53,79.63,32.48,100.0,2.78,7.37,100.0,50.78,41.69,100.0,48.17,41.42
-gpt-4-0613-t0.0--gpt-4-0613-t0.0,60.9,97.22,62.64,97.5,97.28,10.38,100.0,97.34,5.02,100.0,80.0,40.51,83.05,81.97,29.03,100.0,4.25,8.62,100.0,46.11,41.85,100.0,31.5,38.1
-gpt-4-1106-preview-t0.0--gpt-4-1106-preview-t0.0,60.33,97.95,61.59,97.5,94.15,14.85,100.0,83.25,12.51,100.0,90.0,30.38,88.14,83.97,29.88,100.0,7.5,13.01,100.0,49.11,42.93,100.0,23.17,37.74
-gpt4all-13b-snoozy-t0.0--gpt4all-13b-snoozy-t0.0,0.0,2.92,0.0,0.0,,,0.0,,,0.0,,,0.0,,,0.0,,,13.33,0.0,0.0,7.14,0.0,0.0
-koala-13B-HF-t0.0--koala-13B-HF-t0.0,1.25,23.22,5.38,0.0,,,0.0,,,0.0,,,52.54,16.13,37.39,100.0,0.0,0.0,10.0,0.0,0.0,0.0,,
-llama-2-13b-chat-hf-t0.0--llama-2-13b-chat-hf-t0.0,1.89,3.43,55.09,0.0,,,24.0,55.09,33.68,0.0,,,0.0,,,0.0,,,0.0,,,0.0,,
-llama-2-70b-chat-hf-t0.0--llama-2-70b-chat-hf-t0.0,1.39,3.79,36.74,0.0,,,14.0,13.48,11.98,12.5,60.0,54.77,0.0,,,0.0,,,0.0,,,0.0,,
-llama-2-7b-chat-hf-t0.0--llama-2-7b-chat-hf-t0.0,0.24,6.05,4.0,0.0,,,0.0,,,0.0,,,42.37,4.0,20.0,0.0,,,0.0,,,0.0,,
-oasst-sft-4-pythia-12b-epoch-3.5-t0.0--oasst-sft-4-pythia-12b-epoch-3.5-t0.0,0.0,14.76,0.0,0.0,,,0.0,,,0.0,,,0.0,,,100.0,0.0,0.0,3.33,0.0,,0.0,,
-sheep-duck-llama-2-13b-t0.0--sheep-duck-llama-2-13b-t0.0,6.74,34.86,19.34,0.0,,,0.0,,,97.5,33.33,47.76,89.83,0.0,0.0,0.0,,,23.33,19.05,37.8,33.33,25.0,42.49
-sheep-duck-llama-2-70b-v1.1-t0.0--sheep-duck-llama-2-70b-v1.1-t0.0,17.12,40.82,41.93,40.0,23.19,28.06,0.0,,,35.0,57.14,51.36,59.32,74.29,44.34,34.78,0.0,0.0,63.33,43.86,43.82,53.33,53.12,49.9
-vicuna-13b-v1.5-t0.0--vicuna-13b-v1.5-t0.0,7.21,34.74,20.74,0.0,,,24.0,0.0,0.0,80.0,28.12,45.68,49.15,37.93,49.38,26.67,0.0,0.0,36.67,30.3,45.84,26.67,28.12,45.19
-vicuna-33b-v1.3-t0.0--vicuna-33b-v1.3-t0.0,9.15,17.47,52.36,15.0,23.67,24.34,40.0,34.58,26.47,0.0,,,37.29,50.0,51.18,0.0,,,23.33,53.57,46.61,6.67,100.0,0.0
-vicuna-7b-v1.5-t0.0--vicuna-7b-v1.5-t0.0,3.46,12.86,26.91,0.0,,,4.0,0.0,0.0,0.0,,,62.71,24.32,43.5,0.0,,,13.33,50.0,57.74,10.0,33.33,57.74
-zephyr-7b-alpha-t0.0--zephyr-7b-alpha-t0.0,0.75,7.51,10.0,0.0,,,0.0,,,0.0,,,0.0,,,0.0,,,33.33,20.0,42.16,19.23,0.0,0.0
-zephyr-7b-beta-t0.0--zephyr-7b-beta-t0.0,1.23,3.95,31.25,0.0,,,0.0,,,0.0,,,0.0,,,0.0,,,13.33,25.0,50.0,14.29,37.5,47.87
+Method,Compute,PPL,Truth,ROUGE,MAPO
+DPO,1,0.0768753815825175,0.3986066518668836,0.9565206583678539,0.8712100761297452
+DPO,1,0.5996286412275281,0.3602207419553394,0.6659869365178336,0.10860875787554469
+Grad Ascent,1,0.01276005409910086,0.8739653533368998,0.023760115576687335,0.557119299008513
+Grad Ascent,1,0.9153365174437643,0.5117768071328227,0.13019174875223205,0.2736769500895253
+IDK,1,0.9575847571359651,0.14495165859171177,0.5215967278097287,0.9513180970650936
+IDK,1,0.5081723023409522,0.7260250131902866,0.46407442478973215,0.9008803129332287
+KL,1,0.23284021819861755,0.7973023013038227,0.9713336423092905,0.674807833567933
+KL,1,0.04023188230471908,0.7071738714102987,0.4663170982373773,0.6658539062921722