diff --git "a/data/time_of_day_plots.csv" "b/data/time_of_day_plots.csv"
--- "a/data/time_of_day_plots.csv"
+++ "b/data/time_of_day_plots.csv"
@@ -1,51 +1,73 @@
plot_object,header,plot_json,description,df,arguments
"Figure({
'data': [{'alignmentgroup': 'True',
+ 'hovertemplate': ('Model=01-ai Yi Chat (34B)
T' ... 'n Time (s)=%{y}'),
+ 'legendgroup': '01-ai Yi Chat (34B)',
+ 'marker': {'color': '#636efa', 'pattern': {'shape': ''}},
+ 'name': '01-ai Yi Chat (34B)',
+ 'offsetgroup': '01-ai Yi Chat (34B)',
+ 'orientation': 'v',
+ 'showlegend': True,
+ 'textposition': 'auto',
+ 'type': 'bar',
+ 'x': array(['early morning', 'afternoon', 'late afternoon', 'evening',
+ 'late evening', 'midnight', 'night'], dtype=object),
+ 'xaxis': 'x',
+ 'y': array([ 8.89691122, 12.25532367, 9.41765652, 8.16779063, 9.68003317,
+ 9.16515598, 9.46317973]),
+ 'yaxis': 'y'},
+ {'alignmentgroup': 'True',
'hovertemplate': ('Model=Chronos Hermes (13B)
' ... 'n Time (s)=%{y}'),
'legendgroup': 'Chronos Hermes (13B)',
- 'marker': {'color': '#636efa', 'pattern': {'shape': ''}},
+ 'marker': {'color': '#EF553B', 'pattern': {'shape': ''}},
'name': 'Chronos Hermes (13B)',
'offsetgroup': 'Chronos Hermes (13B)',
'orientation': 'v',
'showlegend': True,
'textposition': 'auto',
'type': 'bar',
- 'x': array(['night'], dtype=object),
+ 'x': array(['early morning', 'afternoon', 'late afternoon', 'evening',
+ 'late evening', 'midnight', 'night'], dtype=object),
'xaxis': 'x',
- 'y': array([4.16887414]),
+ 'y': array([7.70508497, 6.65112005, 7.63030321, 6.46873097, 7.71056165, 7.48229749,
+ 7.7642147 ]),
'yaxis': 'y'},
{'alignmentgroup': 'True',
'hovertemplate': ('Model=Falcon Instruct (7B)
' ... 'n Time (s)=%{y}'),
'legendgroup': 'Falcon Instruct (7B)',
- 'marker': {'color': '#EF553B', 'pattern': {'shape': ''}},
+ 'marker': {'color': '#00cc96', 'pattern': {'shape': ''}},
'name': 'Falcon Instruct (7B)',
'offsetgroup': 'Falcon Instruct (7B)',
'orientation': 'v',
'showlegend': True,
'textposition': 'auto',
'type': 'bar',
- 'x': array(['night'], dtype=object),
+ 'x': array(['early morning', 'afternoon', 'late afternoon', 'evening',
+ 'late evening', 'midnight', 'night'], dtype=object),
'xaxis': 'x',
- 'y': array([1.07813787]),
+ 'y': array([1.18078065, 1.57747295, 1.08840159, 0.7874893 , 1.23392411, 0.95226099,
+ 1.40494084]),
'yaxis': 'y'},
{'alignmentgroup': 'True',
'hovertemplate': ('Model=LLaMA-2 Chat (7B)
Tim' ... 'n Time (s)=%{y}'),
'legendgroup': 'LLaMA-2 Chat (7B)',
- 'marker': {'color': '#00cc96', 'pattern': {'shape': ''}},
+ 'marker': {'color': '#ab63fa', 'pattern': {'shape': ''}},
'name': 'LLaMA-2 Chat (7B)',
'offsetgroup': 'LLaMA-2 Chat (7B)',
'orientation': 'v',
'showlegend': True,
'textposition': 'auto',
'type': 'bar',
- 'x': array(['night'], dtype=object),
+ 'x': array(['early morning', 'afternoon', 'late afternoon', 'evening',
+ 'late evening', 'midnight', 'night'], dtype=object),
'xaxis': 'x',
- 'y': array([1.68668771]),
+ 'y': array([2.87880517, 3.54754964, 2.77556086, 2.96089393, 2.86933 , 2.89795687,
+ 6.16062396]),
'yaxis': 'y'},
{'alignmentgroup': 'True',
'hovertemplate': ('Model=Mistral (7B) Instruct v0' ... 'n Time (s)=%{y}'),
'legendgroup': 'Mistral (7B) Instruct v0.2 (Together AI)',
- 'marker': {'color': '#ab63fa', 'pattern': {'shape': ''}},
+ 'marker': {'color': '#FFA15A', 'pattern': {'shape': ''}},
'name': 'Mistral (7B) Instruct v0.2 (Together AI)',
'offsetgroup': 'Mistral (7B) Instruct v0.2 (Together AI)',
'orientation': 'v',
@@ -55,13 +77,13 @@ plot_object,header,plot_json,description,df,arguments
'x': array(['early morning', 'morning', 'afternoon', 'late afternoon', 'evening',
'late evening', 'midnight', 'night'], dtype=object),
'xaxis': 'x',
- 'y': array([3.7043606 , 3.76775235, 3.75769482, 3.6062831 , 6.88711852, 3.38926831,
- 5.06465511, 4.00492183]),
+ 'y': array([3.61120171, 3.76775235, 3.25550906, 3.54229803, 5.49634713, 3.39331886,
+ 4.58049171, 3.62148985]),
'yaxis': 'y'},
{'alignmentgroup': 'True',
'hovertemplate': ('Model=Mistral-7B-Instruct-v0.2' ... 'n Time (s)=%{y}'),
'legendgroup': 'Mistral-7B-Instruct-v0.2',
- 'marker': {'color': '#FFA15A', 'pattern': {'shape': ''}},
+ 'marker': {'color': '#19d3f3', 'pattern': {'shape': ''}},
'name': 'Mistral-7B-Instruct-v0.2',
'offsetgroup': 'Mistral-7B-Instruct-v0.2',
'orientation': 'v',
@@ -76,7 +98,7 @@ plot_object,header,plot_json,description,df,arguments
{'alignmentgroup': 'True',
'hovertemplate': ('Model=Mixtral-8x7B-Instruct-v0' ... 'n Time (s)=%{y}'),
'legendgroup': 'Mixtral-8x7B-Instruct-v0.1',
- 'marker': {'color': '#19d3f3', 'pattern': {'shape': ''}},
+ 'marker': {'color': '#FF6692', 'pattern': {'shape': ''}},
'name': 'Mixtral-8x7B-Instruct-v0.1',
'offsetgroup': 'Mixtral-8x7B-Instruct-v0.1',
'orientation': 'v',
@@ -92,49 +114,71 @@ plot_object,header,plot_json,description,df,arguments
{'alignmentgroup': 'True',
'hovertemplate': ('Model=OpenHermes-2.5-Mistral (' ... 'n Time (s)=%{y}'),
'legendgroup': 'OpenHermes-2.5-Mistral (7B)',
- 'marker': {'color': '#FF6692', 'pattern': {'shape': ''}},
+ 'marker': {'color': '#B6E880', 'pattern': {'shape': ''}},
'name': 'OpenHermes-2.5-Mistral (7B)',
'offsetgroup': 'OpenHermes-2.5-Mistral (7B)',
'orientation': 'v',
'showlegend': True,
'textposition': 'auto',
'type': 'bar',
- 'x': array(['night'], dtype=object),
+ 'x': array(['early morning', 'afternoon', 'late afternoon', 'evening',
+ 'late evening', 'midnight', 'night'], dtype=object),
+ 'xaxis': 'x',
+ 'y': array([2.61315517, 3.38280375, 2.52796064, 2.7269539 , 2.72056076, 2.6603749 ,
+ 2.5896554 ]),
+ 'yaxis': 'y'},
+ {'alignmentgroup': 'True',
+ 'hovertemplate': ('Model=Qwen 1.5 Chat (7B)
Ti' ... 'n Time (s)=%{y}'),
+ 'legendgroup': 'Qwen 1.5 Chat (7B)',
+ 'marker': {'color': '#FF97FF', 'pattern': {'shape': ''}},
+ 'name': 'Qwen 1.5 Chat (7B)',
+ 'offsetgroup': 'Qwen 1.5 Chat (7B)',
+ 'orientation': 'v',
+ 'showlegend': True,
+ 'textposition': 'auto',
+ 'type': 'bar',
+ 'x': array(['early morning', 'afternoon', 'late afternoon', 'evening',
+ 'late evening', 'midnight', 'night'], dtype=object),
'xaxis': 'x',
- 'y': array([3.33096337]),
+ 'y': array([2.23411997, 2.539413 , 2.07159797, 2.32537794, 1.9339115 , 2.34410896,
+ 1.86221581]),
'yaxis': 'y'},
{'alignmentgroup': 'True',
'hovertemplate': ('Model=RedPajama-INCITE Chat (7' ... 'n Time (s)=%{y}'),
'legendgroup': 'RedPajama-INCITE Chat (7B)',
- 'marker': {'color': '#B6E880', 'pattern': {'shape': ''}},
+ 'marker': {'color': '#FECB52', 'pattern': {'shape': ''}},
'name': 'RedPajama-INCITE Chat (7B)',
'offsetgroup': 'RedPajama-INCITE Chat (7B)',
'orientation': 'v',
'showlegend': True,
'textposition': 'auto',
'type': 'bar',
- 'x': array(['night'], dtype=object),
+ 'x': array(['early morning', 'afternoon', 'late afternoon', 'evening',
+ 'late evening', 'midnight', 'night'], dtype=object),
'xaxis': 'x',
- 'y': array([1.34753919]),
+ 'y': array([2.11237209, 1.8110082 , 1.74369213, 1.96449791, 2.25810586, 2.11855465,
+ 1.85668385]),
'yaxis': 'y'},
{'alignmentgroup': 'True',
'hovertemplate': ('Model=Snorkel Mistral PairRM D' ... 'n Time (s)=%{y}'),
'legendgroup': 'Snorkel Mistral PairRM DPO (7B)',
- 'marker': {'color': '#FF97FF', 'pattern': {'shape': ''}},
+ 'marker': {'color': '#636efa', 'pattern': {'shape': ''}},
'name': 'Snorkel Mistral PairRM DPO (7B)',
'offsetgroup': 'Snorkel Mistral PairRM DPO (7B)',
'orientation': 'v',
'showlegend': True,
'textposition': 'auto',
'type': 'bar',
- 'x': array(['night'], dtype=object),
+ 'x': array(['early morning', 'afternoon', 'late afternoon', 'evening',
+ 'late evening', 'midnight', 'night'], dtype=object),
'xaxis': 'x',
- 'y': array([4.39964783]),
+ 'y': array([22.72927367, 34.58626312, 22.35323154, 24.74852074, 24.12095545,
+ 22.80718225, 22.17010133]),
'yaxis': 'y'},
{'alignmentgroup': 'True',
'hovertemplate': ('Model=TinyLlama/TinyLlama-1.1B' ... 'n Time (s)=%{y}'),
'legendgroup': 'TinyLlama/TinyLlama-1.1B-Chat-v1.0',
- 'marker': {'color': '#FECB52', 'pattern': {'shape': ''}},
+ 'marker': {'color': '#EF553B', 'pattern': {'shape': ''}},
'name': 'TinyLlama/TinyLlama-1.1B-Chat-v1.0',
'offsetgroup': 'TinyLlama/TinyLlama-1.1B-Chat-v1.0',
'orientation': 'v',
@@ -148,37 +192,41 @@ plot_object,header,plot_json,description,df,arguments
1.63412483, 2.01280102]),
'yaxis': 'y'},
{'alignmentgroup': 'True',
- 'hovertemplate': ('Model=WizardLM v1.2 (13B)
T' ... 'n Time (s)=%{y}'),
- 'legendgroup': 'WizardLM v1.2 (13B)',
- 'marker': {'color': '#636efa', 'pattern': {'shape': ''}},
- 'name': 'WizardLM v1.2 (13B)',
- 'offsetgroup': 'WizardLM v1.2 (13B)',
+ 'hovertemplate': ('Model=Vicuna v1.5 (7B)
Time' ... 'n Time (s)=%{y}'),
+ 'legendgroup': 'Vicuna v1.5 (7B)',
+ 'marker': {'color': '#00cc96', 'pattern': {'shape': ''}},
+ 'name': 'Vicuna v1.5 (7B)',
+ 'offsetgroup': 'Vicuna v1.5 (7B)',
'orientation': 'v',
'showlegend': True,
'textposition': 'auto',
'type': 'bar',
- 'x': array(['night'], dtype=object),
+ 'x': array(['early morning', 'afternoon', 'late afternoon', 'evening',
+ 'late evening', 'midnight', 'night'], dtype=object),
'xaxis': 'x',
- 'y': array([3.35003853]),
+ 'y': array([3.34789618, 3.67057666, 3.76860036, 3.08168554, 3.77937591, 3.76078713,
+ 3.62654262]),
'yaxis': 'y'},
{'alignmentgroup': 'True',
- 'hovertemplate': 'Model=chat-bison
Time of day=%{x}
Execution Time (s)=%{y}',
- 'legendgroup': 'chat-bison',
- 'marker': {'color': '#EF553B', 'pattern': {'shape': ''}},
- 'name': 'chat-bison',
- 'offsetgroup': 'chat-bison',
+ 'hovertemplate': ('Model=WizardLM v1.2 (13B)
T' ... 'n Time (s)=%{y}'),
+ 'legendgroup': 'WizardLM v1.2 (13B)',
+ 'marker': {'color': '#ab63fa', 'pattern': {'shape': ''}},
+ 'name': 'WizardLM v1.2 (13B)',
+ 'offsetgroup': 'WizardLM v1.2 (13B)',
'orientation': 'v',
'showlegend': True,
'textposition': 'auto',
'type': 'bar',
- 'x': array(['midnight'], dtype=object),
+ 'x': array(['early morning', 'afternoon', 'late afternoon', 'evening',
+ 'late evening', 'midnight', 'night'], dtype=object),
'xaxis': 'x',
- 'y': array([3.89024363]),
+ 'y': array([5.14753262, 7.01990617, 4.93535215, 4.93998982, 5.11581134, 5.12459153,
+ 5.04353142]),
'yaxis': 'y'},
{'alignmentgroup': 'True',
'hovertemplate': ('Model=chat-bison (PaLM 2)
T' ... 'n Time (s)=%{y}'),
'legendgroup': 'chat-bison (PaLM 2)',
- 'marker': {'color': '#00cc96', 'pattern': {'shape': ''}},
+ 'marker': {'color': '#FFA15A', 'pattern': {'shape': ''}},
'name': 'chat-bison (PaLM 2)',
'offsetgroup': 'chat-bison (PaLM 2)',
'orientation': 'v',
@@ -191,24 +239,10 @@ plot_object,header,plot_json,description,df,arguments
'y': array([2.46653346, 2.4884779 , 2.64601448, 3.03871721, 2.68827258, 2.7250528 ,
2.46838394, 2.46011996]),
'yaxis': 'y'},
- {'alignmentgroup': 'True',
- 'hovertemplate': ('Model=chat-bison-32k
Time o' ... 'n Time (s)=%{y}'),
- 'legendgroup': 'chat-bison-32k',
- 'marker': {'color': '#ab63fa', 'pattern': {'shape': ''}},
- 'name': 'chat-bison-32k',
- 'offsetgroup': 'chat-bison-32k',
- 'orientation': 'v',
- 'showlegend': True,
- 'textposition': 'auto',
- 'type': 'bar',
- 'x': array(['midnight'], dtype=object),
- 'xaxis': 'x',
- 'y': array([4.12817777]),
- 'yaxis': 'y'},
{'alignmentgroup': 'True',
'hovertemplate': ('Model=chat-bison-32k (PaLM 2 3' ... 'n Time (s)=%{y}'),
'legendgroup': 'chat-bison-32k (PaLM 2 32K)',
- 'marker': {'color': '#FFA15A', 'pattern': {'shape': ''}},
+ 'marker': {'color': '#19d3f3', 'pattern': {'shape': ''}},
'name': 'chat-bison-32k (PaLM 2 32K)',
'offsetgroup': 'chat-bison-32k (PaLM 2 32K)',
'orientation': 'v',
@@ -224,7 +258,7 @@ plot_object,header,plot_json,description,df,arguments
{'alignmentgroup': 'True',
'hovertemplate': 'Model=gemini-pro
Time of day=%{x}
Execution Time (s)=%{y}',
'legendgroup': 'gemini-pro',
- 'marker': {'color': '#19d3f3', 'pattern': {'shape': ''}},
+ 'marker': {'color': '#FF6692', 'pattern': {'shape': ''}},
'name': 'gemini-pro',
'offsetgroup': 'gemini-pro',
'orientation': 'v',
@@ -240,7 +274,7 @@ plot_object,header,plot_json,description,df,arguments
{'alignmentgroup': 'True',
'hovertemplate': ('Model=gpt-3.5-turbo
Time of' ... 'n Time (s)=%{y}'),
'legendgroup': 'gpt-3.5-turbo',
- 'marker': {'color': '#FF6692', 'pattern': {'shape': ''}},
+ 'marker': {'color': '#B6E880', 'pattern': {'shape': ''}},
'name': 'gpt-3.5-turbo',
'offsetgroup': 'gpt-3.5-turbo',
'orientation': 'v',
@@ -256,7 +290,7 @@ plot_object,header,plot_json,description,df,arguments
{'alignmentgroup': 'True',
'hovertemplate': 'Model=gpt-4
Time of day=%{x}
Execution Time (s)=%{y}',
'legendgroup': 'gpt-4',
- 'marker': {'color': '#B6E880', 'pattern': {'shape': ''}},
+ 'marker': {'color': '#FF97FF', 'pattern': {'shape': ''}},
'name': 'gpt-4',
'offsetgroup': 'gpt-4',
'orientation': 'v',
@@ -272,7 +306,7 @@ plot_object,header,plot_json,description,df,arguments
{'alignmentgroup': 'True',
'hovertemplate': 'Model=gpt-4-turbo
Time of day=%{x}
Execution Time (s)=%{y}',
'legendgroup': 'gpt-4-turbo',
- 'marker': {'color': '#FF97FF', 'pattern': {'shape': ''}},
+ 'marker': {'color': '#FECB52', 'pattern': {'shape': ''}},
'name': 'gpt-4-turbo',
'offsetgroup': 'gpt-4-turbo',
'orientation': 'v',
@@ -288,7 +322,7 @@ plot_object,header,plot_json,description,df,arguments
{'alignmentgroup': 'True',
'hovertemplate': ('Model=llama-2-70b-chat
Time' ... 'n Time (s)=%{y}'),
'legendgroup': 'llama-2-70b-chat',
- 'marker': {'color': '#FECB52', 'pattern': {'shape': ''}},
+ 'marker': {'color': '#636efa', 'pattern': {'shape': ''}},
'name': 'llama-2-70b-chat',
'offsetgroup': 'llama-2-70b-chat',
'orientation': 'v',
@@ -304,7 +338,7 @@ plot_object,header,plot_json,description,df,arguments
{'alignmentgroup': 'True',
'hovertemplate': ('Model=zephyr-7b-beta
Time o' ... 'n Time (s)=%{y}'),
'legendgroup': 'zephyr-7b-beta',
- 'marker': {'color': '#636efa', 'pattern': {'shape': ''}},
+ 'marker': {'color': '#EF553B', 'pattern': {'shape': ''}},
'name': 'zephyr-7b-beta',
'offsetgroup': 'zephyr-7b-beta',
'orientation': 'v',
@@ -329,18 +363,43 @@ plot_object,header,plot_json,description,df,arguments
'domain': [0.0, 1.0],
'title': {'text': 'Time of day'}},
'yaxis': {'anchor': 'x', 'domain': [0.0, 1.0], 'title': {'text': 'Execution Time (s)'}}}
-})",Time of the day plot,"{""data"":[{""alignmentgroup"":""True"",""hovertemplate"":""Model=Chronos Hermes (13B)\u003cbr\u003eTime of day=%{x}\u003cbr\u003eExecution Time (s)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e"",""legendgroup"":""Chronos Hermes (13B)"",""marker"":{""color"":""#636efa"",""pattern"":{""shape"":""""}},""name"":""Chronos Hermes (13B)"",""offsetgroup"":""Chronos Hermes (13B)"",""orientation"":""v"",""showlegend"":true,""textposition"":""auto"",""x"":[""night""],""xaxis"":""x"",""y"":[4.168874144554138],""yaxis"":""y"",""type"":""bar""},{""alignmentgroup"":""True"",""hovertemplate"":""Model=Falcon Instruct (7B)\u003cbr\u003eTime of day=%{x}\u003cbr\u003eExecution Time (s)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e"",""legendgroup"":""Falcon Instruct (7B)"",""marker"":{""color"":""#EF553B"",""pattern"":{""shape"":""""}},""name"":""Falcon Instruct (7B)"",""offsetgroup"":""Falcon Instruct (7B)"",""orientation"":""v"",""showlegend"":true,""textposition"":""auto"",""x"":[""night""],""xaxis"":""x"",""y"":[1.0781378746032715],""yaxis"":""y"",""type"":""bar""},{""alignmentgroup"":""True"",""hovertemplate"":""Model=LLaMA-2 Chat (7B)\u003cbr\u003eTime of day=%{x}\u003cbr\u003eExecution Time (s)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e"",""legendgroup"":""LLaMA-2 Chat (7B)"",""marker"":{""color"":""#00cc96"",""pattern"":{""shape"":""""}},""name"":""LLaMA-2 Chat (7B)"",""offsetgroup"":""LLaMA-2 Chat (7B)"",""orientation"":""v"",""showlegend"":true,""textposition"":""auto"",""x"":[""night""],""xaxis"":""x"",""y"":[1.686687707901001],""yaxis"":""y"",""type"":""bar""},{""alignmentgroup"":""True"",""hovertemplate"":""Model=Mistral (7B) Instruct v0.2 (Together AI)\u003cbr\u003eTime of day=%{x}\u003cbr\u003eExecution Time (s)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e"",""legendgroup"":""Mistral (7B) Instruct v0.2 (Together AI)"",""marker"":{""color"":""#ab63fa"",""pattern"":{""shape"":""""}},""name"":""Mistral (7B) Instruct v0.2 (Together AI)"",""offsetgroup"":""Mistral (7B) Instruct v0.2 (Together AI)"",""orientation"":""v"",""showlegend"":true,""textposition"":""auto"",""x"":[""early morning"",""morning"",""afternoon"",""late afternoon"",""evening"",""late evening"",""midnight"",""night""],""xaxis"":""x"",""y"":[3.704360596338908,3.7677523457274145,3.757694815480432,3.6062831030951608,6.8871185249752465,3.389268308877945,5.064655106118384,4.0049218302187715],""yaxis"":""y"",""type"":""bar""},{""alignmentgroup"":""True"",""hovertemplate"":""Model=Mistral-7B-Instruct-v0.2\u003cbr\u003eTime of day=%{x}\u003cbr\u003eExecution Time 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+0,01-ai Yi Chat (34B),early morning,8.896911223729452,394.1666666666667,40.125,Together AI
+2,01-ai Yi Chat (34B),afternoon,12.255323665086614,512.3645833333334,51.59375,Together AI
+3,01-ai Yi Chat (34B),late afternoon,9.417656523840767,384.9583333333333,40.125,Together AI
+4,01-ai Yi Chat (34B),evening,8.16779062861488,360.8333333333333,39.375,Together AI
+5,01-ai Yi Chat (34B),late evening,9.680033167203268,424.5,40.875,Together AI
+6,01-ai Yi Chat (34B),midnight,9.165155977816195,389.65,39.95,Together AI
+7,01-ai Yi Chat (34B),night,9.463179730354472,413.125,40.5625,Together AI
+8,Chronos Hermes (13B),early morning,7.70508497012289,461.4761904761905,49.595238095238095,Together AI
+10,Chronos Hermes (13B),afternoon,6.651120054020601,539.5,76.10416666666667,Together AI
+11,Chronos Hermes (13B),late afternoon,7.630303209478205,544.625,62.833333333333336,Together AI
+12,Chronos Hermes (13B),evening,6.468730966250102,543.05,72.15,Together AI
+13,Chronos Hermes (13B),late evening,7.710561646355523,423.1363636363636,46.31818181818182,Together AI
+14,Chronos Hermes (13B),midnight,7.482297485524958,501.55263157894734,58.89473684210526,Together AI
+15,Chronos Hermes (13B),night,7.764214697091476,546.28,62.56,Together AI
+16,Falcon Instruct (7B),early morning,1.1807806547297988,45.6875,8.4375,Together AI
+18,Falcon Instruct (7B),afternoon,1.5774729509611387,36.96875,7.020833333333333,Together AI
+19,Falcon Instruct (7B),late afternoon,1.0884015900748116,43.833333333333336,8.166666666666666,Together AI
+20,Falcon Instruct (7B),evening,0.7874892950057983,39.2,7.4,Together AI
+21,Falcon Instruct (7B),late evening,1.2339241071180864,46.791666666666664,8.708333333333334,Together AI
+22,Falcon Instruct (7B),midnight,0.9522609934210777,37.45,7.075,Together AI
+23,Falcon Instruct (7B),night,1.4049408435821533,50.6,9.32,Together AI
+24,LLaMA-2 Chat (7B),early morning,2.8788051708884863,451.5833333333333,62.9375,Together AI
+26,LLaMA-2 Chat (7B),afternoon,3.5475496424569024,477.9479166666667,53.135416666666664,Together AI
+27,LLaMA-2 Chat (7B),late afternoon,2.7755608558654785,430.45,62.15,Together AI
+28,LLaMA-2 Chat (7B),evening,2.9608939344232734,432.2916666666667,62.333333333333336,Together AI
+29,LLaMA-2 Chat (7B),late evening,2.869330001913983,452.7083333333333,63.083333333333336,Together AI
+30,LLaMA-2 Chat (7B),midnight,2.8979568664844217,459.075,63.15,Together AI
+31,LLaMA-2 Chat (7B),night,6.160623960196972,424.70588235294116,57.029411764705884,Together AI
+32,Mistral (7B) Instruct v0.2 (Together AI),early morning,3.611201712254728,509.75,64.39583333333333,Together AI
33,Mistral (7B) Instruct v0.2 (Together AI),morning,3.7677523457274145,501.96153846153845,64.25,Together AI
-34,Mistral (7B) Instruct v0.2 (Together AI),afternoon,3.757694815480432,497.45652173913044,62.95652173913044,Together AI
-35,Mistral (7B) Instruct v0.2 (Together AI),late afternoon,3.6062831030951608,546.7083333333334,64.79166666666667,Together AI
-36,Mistral (7B) Instruct v0.2 (Together AI),evening,6.8871185249752465,543.9473684210526,67.8157894736842,Together AI
-37,Mistral (7B) Instruct v0.2 (Together AI),late evening,3.389268308877945,511.20454545454544,67.29545454545455,Together AI
-38,Mistral (7B) Instruct v0.2 (Together AI),midnight,5.064655106118384,533.3541666666666,67.29166666666667,Together AI
-39,Mistral (7B) Instruct v0.2 (Together AI),night,4.0049218302187715,498.2,63.12,Together AI
+34,Mistral (7B) Instruct v0.2 (Together AI),afternoon,3.255509059895914,481.76237623762376,60.7970297029703,Together AI
+35,Mistral (7B) Instruct v0.2 (Together AI),late afternoon,3.542298033617545,543.5138888888889,65.65277777777777,Together AI
+36,Mistral (7B) Instruct v0.2 (Together AI),evening,5.496347131400273,507.48387096774195,63.774193548387096,Together AI
+37,Mistral (7B) Instruct v0.2 (Together AI),late evening,3.3933188574654713,515.2794117647059,66.45588235294117,Together AI
+38,Mistral (7B) Instruct v0.2 (Together AI),midnight,4.5804917102768306,519.4659090909091,65.63636363636364,Together AI
+39,Mistral (7B) Instruct v0.2 (Together AI),night,3.621489847860029,513.0204081632653,64.51020408163265,Together AI
41,Mistral-7B-Instruct-v0.2,morning,3.734026002883911,362.9,58.35,Hugging Face Inference Endpoint
42,Mistral-7B-Instruct-v0.2,afternoon,3.228973722457886,222.0625,32.25,Hugging Face Inference Endpoint
43,Mistral-7B-Instruct-v0.2,late afternoon,3.2048643112182615,219.8625,31.8,Hugging Face Inference Endpoint
@@ -355,9 +414,34 @@ plot_object,header,plot_json,description,df,arguments
53,Mixtral-8x7B-Instruct-v0.1,late evening,5.62397656769588,395.15714285714284,49.02857142857143,Together AI
54,Mixtral-8x7B-Instruct-v0.1,midnight,4.639010797279158,323.0394736842105,42.69210526315789,Together AI
55,Mixtral-8x7B-Instruct-v0.1,night,4.009439338194697,301.24545454545455,42.21818181818182,Together AI
-63,OpenHermes-2.5-Mistral (7B),night,3.330963373184204,179.5,28.0,Together AI
-79,RedPajama-INCITE Chat (7B),night,1.3475391864776611,34.5,5.0,Together AI
-87,Snorkel Mistral PairRM DPO (7B),night,4.399647831916809,404.5,60.5,Together AI
+56,OpenHermes-2.5-Mistral (7B),early morning,2.613155171275139,281.125,32.125,Together AI
+58,OpenHermes-2.5-Mistral (7B),afternoon,3.382803752858152,357.8125,32.791666666666664,Together AI
+59,OpenHermes-2.5-Mistral (7B),late afternoon,2.52796063820521,281.125,32.125,Together AI
+60,OpenHermes-2.5-Mistral (7B),evening,2.7269538966092197,254.08333333333334,26.916666666666668,Together AI
+61,OpenHermes-2.5-Mistral (7B),late evening,2.720560759305954,281.125,32.125,Together AI
+62,OpenHermes-2.5-Mistral (7B),midnight,2.6603748981769266,271.975,30.575,Together AI
+63,OpenHermes-2.5-Mistral (7B),night,2.5896553993225098,277.06,31.96,Together AI
+64,Qwen 1.5 Chat (7B),early morning,2.234119971593221,269.0625,30.125,Together AI
+66,Qwen 1.5 Chat (7B),afternoon,2.539412996504042,344.93617021276594,37.37234042553192,Together AI
+67,Qwen 1.5 Chat (7B),late afternoon,2.0715979735056558,269.0,30.125,Together AI
+68,Qwen 1.5 Chat (7B),evening,2.325377941131592,244.375,27.25,Together AI
+69,Qwen 1.5 Chat (7B),late evening,1.9339114997697913,253.66666666666666,27.541666666666668,Together AI
+70,Qwen 1.5 Chat (7B),midnight,2.3441089570522307,268.7,30.125,Together AI
+71,Qwen 1.5 Chat (7B),night,1.8622158120075862,269.0,30.125,Together AI
+72,RedPajama-INCITE Chat (7B),early morning,2.1123720943927764,52.82608695652174,4.3478260869565215,Together AI
+74,RedPajama-INCITE Chat (7B),afternoon,1.8110081959854474,57.71875,5.302083333333333,Together AI
+75,RedPajama-INCITE Chat (7B),late afternoon,1.7436921298503876,59.625,5.0,Together AI
+76,RedPajama-INCITE Chat (7B),evening,1.964497913013805,55.125,4.583333333333333,Together AI
+77,RedPajama-INCITE Chat (7B),late evening,2.258105857031686,52.875,4.375,Together AI
+78,RedPajama-INCITE Chat (7B),midnight,2.118554650126277,55.575,4.625,Together AI
+79,RedPajama-INCITE Chat (7B),night,1.8566838451053784,55.38,4.7,Together AI
+80,Snorkel Mistral PairRM DPO (7B),early morning,22.729273674335886,4691.333333333333,100.6875,Together AI
+82,Snorkel Mistral PairRM DPO (7B),afternoon,34.586263124148054,5710.697916666667,541.0833333333334,Together AI
+83,Snorkel Mistral PairRM DPO (7B),late afternoon,22.353231539328892,4714.0,104.375,Together AI
+84,Snorkel Mistral PairRM DPO (7B),evening,24.748520737602597,4596.416666666667,92.33333333333333,Together AI
+85,Snorkel Mistral PairRM DPO (7B),late evening,24.120955445549704,4623.333333333333,89.625,Together AI
+86,Snorkel Mistral PairRM DPO (7B),midnight,22.80718225087875,4686.8,99.95,Together AI
+87,Snorkel Mistral PairRM DPO (7B),night,22.170101329684258,4498.1,95.54,Together AI
88,TinyLlama/TinyLlama-1.1B-Chat-v1.0,early morning,2.0273348593711855,372.13,62.53,Hugging Face Inference Endpoint
89,TinyLlama/TinyLlama-1.1B-Chat-v1.0,morning,1.9041210174560548,372.05,62.6,Hugging Face Inference Endpoint
90,TinyLlama/TinyLlama-1.1B-Chat-v1.0,afternoon,1.8381905496120452,308.795,51.08,Hugging Face Inference Endpoint
@@ -366,73 +450,84 @@ plot_object,header,plot_json,description,df,arguments
93,TinyLlama/TinyLlama-1.1B-Chat-v1.0,late evening,1.5875422928068372,192.78333333333333,31.261111111111113,Hugging Face Inference Endpoint
94,TinyLlama/TinyLlama-1.1B-Chat-v1.0,midnight,1.6341248273849487,210.2,34.2,Hugging Face Inference Endpoint
95,TinyLlama/TinyLlama-1.1B-Chat-v1.0,night,2.0128010153770446,372.05,62.6,Hugging Face Inference Endpoint
-119,WizardLM v1.2 (13B),night,3.350038528442383,162.0,26.0,Together AI
-120,chat-bison,midnight,3.890243631601334,398.075,49.0,
-121,chat-bison (PaLM 2),early morning,2.4665334616388592,381.9214285714286,60.892857142857146,Google VertexAI
-122,chat-bison (PaLM 2),morning,2.488477897644043,381.73,60.88,Google VertexAI
-123,chat-bison (PaLM 2),afternoon,2.6460144804074215,376.28076923076924,55.965384615384615,Google VertexAI
-124,chat-bison (PaLM 2),late afternoon,3.0387172081253744,381.1363636363636,53.35454545454545,Google VertexAI
-125,chat-bison (PaLM 2),evening,2.688272579908371,367.07,55.89,Google VertexAI
-126,chat-bison (PaLM 2),late evening,2.7250528037548065,382.725,52.95,Google VertexAI
-127,chat-bison (PaLM 2),midnight,2.468383938074112,381.95,60.9,Google VertexAI
-128,chat-bison (PaLM 2),night,2.460119960308075,381.92,60.94,Google VertexAI
-129,chat-bison-32k,midnight,4.128177767992019,389.925,48.025,
-130,chat-bison-32k (PaLM 2 32K),early morning,9.141417106560299,335.75,53.85,Google VertexAI
-131,chat-bison-32k (PaLM 2 32K),morning,7.7035503840446475,335.75,53.85,Google VertexAI
-132,chat-bison-32k (PaLM 2 32K),afternoon,5.014458654477046,339.3692307692308,49.323076923076925,Google VertexAI
-133,chat-bison-32k (PaLM 2 32K),late afternoon,4.5047362284226855,348.65909090909093,48.35454545454545,Google VertexAI
-134,chat-bison-32k (PaLM 2 32K),evening,7.7332194912433625,329.46,49.5,Google VertexAI
-135,chat-bison-32k (PaLM 2 32K),late evening,7.796841062307358,349.95,47.805,Google VertexAI
-136,chat-bison-32k (PaLM 2 32K),midnight,7.7498266498247785,335.75,53.85,Google VertexAI
-137,chat-bison-32k (PaLM 2 32K),night,6.491292915344238,335.75,53.85,Google VertexAI
-138,gemini-pro,early morning,2.7453590130460435,381.2214285714286,60.964285714285715,Google VertexAI
-139,gemini-pro,morning,2.497767536007628,371.93,59.39,Google VertexAI
-140,gemini-pro,afternoon,2.816922114008949,360.62307692307695,53.25769230769231,Google VertexAI
-141,gemini-pro,late afternoon,2.9268629640903114,364.57272727272726,50.1,Google VertexAI
-142,gemini-pro,evening,2.86901999375759,366.4,55.045,Google VertexAI
-143,gemini-pro,late evening,3.7189874940246117,390.9142857142857,51.35,Google VertexAI
-144,gemini-pro,midnight,3.338477972348531,369.825,55.9125,Google VertexAI
-145,gemini-pro,night,2.8375814715210272,374.8,60.04,Google VertexAI
-146,gpt-3.5-turbo,early morning,3.787998208734724,403.74444444444447,47.34444444444444,OpenAI
-147,gpt-3.5-turbo,morning,3.126271222697364,389.9888888888889,50.93888888888889,OpenAI
-148,gpt-3.5-turbo,afternoon,3.9458200880459375,381.4428571428571,43.76190476190476,OpenAI
-149,gpt-3.5-turbo,late afternoon,4.384064777692159,396.4357142857143,43.28333333333333,OpenAI
-150,gpt-3.5-turbo,evening,3.5153889304115657,385.18095238095236,46.01428571428571,OpenAI
-151,gpt-3.5-turbo,late evening,5.110168156187617,422.73510971786834,45.358934169278996,OpenAI
-152,gpt-3.5-turbo,midnight,3.822115447632102,426.71923076923076,49.05,OpenAI
-153,gpt-3.5-turbo,night,6.062970260473398,418.6192307692308,44.926923076923075,OpenAI
-154,gpt-4,early morning,14.348626694414351,323.5388888888889,40.544444444444444,OpenAI
-155,gpt-4,morning,12.759107512468733,338.18333333333334,46.85,OpenAI
-156,gpt-4,afternoon,16.002364798386893,318.3095238095238,38.77142857142857,OpenAI
-157,gpt-4,late afternoon,16.80607506932254,313.3595238095238,37.49285714285714,OpenAI
-158,gpt-4,evening,13.841120740345547,318.0809523809524,40.19285714285714,OpenAI
-159,gpt-4,late evening,14.298642643005493,314.336,37.012,OpenAI
-160,gpt-4,midnight,12.3578163115329,334.075,41.35,OpenAI
-161,gpt-4,night,12.813134506115546,316.93461538461537,37.93076923076923,OpenAI
-162,gpt-4-turbo,early morning,11.555620827939775,357.65555555555557,47.21666666666667,OpenAI
-163,gpt-4-turbo,morning,13.686854598257277,381.8888888888889,55.02777777777778,OpenAI
-164,gpt-4-turbo,afternoon,13.997754749229976,351.01190476190476,46.03333333333333,OpenAI
-165,gpt-4-turbo,late afternoon,22.320911452883767,381.65714285714284,47.35476190476191,OpenAI
-166,gpt-4-turbo,evening,16.550320884159632,382.31666666666666,48.45,OpenAI
-167,gpt-4-turbo,late evening,14.592236209392548,413.61,44.8,OpenAI
-168,gpt-4-turbo,midnight,13.770663784850727,382.7613636363636,47.61818181818182,OpenAI
-169,gpt-4-turbo,night,14.254795966698573,352.54615384615386,46.37692307692308,OpenAI
-170,llama-2-70b-chat,early morning,2.8660141522424265,289.6642857142857,44.614285714285714,Together AI
-171,llama-2-70b-chat,morning,2.872361832027194,283.35,43.45,Together AI
-172,llama-2-70b-chat,afternoon,4.234376892130426,375.44615384615383,55.238461538461536,Together AI
-173,llama-2-70b-chat,late afternoon,3.6833307104881365,433.6636363636364,59.445454545454545,Together AI
-174,llama-2-70b-chat,evening,2.9706250462084185,317.245,47.4,Together AI
-175,llama-2-70b-chat,late evening,4.719581684340602,572.1689655172414,79.83103448275862,Together AI
-176,llama-2-70b-chat,midnight,3.249819871626402,346.8875,52.06875,Together AI
-177,llama-2-70b-chat,night,2.8264514451677147,313.71,48.42,Together AI
-178,zephyr-7b-beta,early morning,3.937663261095683,273.03333333333336,43.45,Hugging Face Inference Endpoint
-179,zephyr-7b-beta,morning,4.056525647640228,386.3,63.35,Hugging Face Inference Endpoint
-180,zephyr-7b-beta,afternoon,3.5789777278900146,277.6,44.016666666666666,Hugging Face Inference Endpoint
-181,zephyr-7b-beta,late afternoon,3.4592524923459447,248.59,38.9,Hugging Face Inference Endpoint
-182,zephyr-7b-beta,evening,3.5673056403795878,273.3666666666667,43.5,Hugging Face Inference Endpoint
-183,zephyr-7b-beta,late evening,3.45343524068594,176.23125,27.21875,Hugging Face Inference Endpoint
-184,zephyr-7b-beta,midnight,3.7253047794103624,217.82083333333333,33.67916666666667,Hugging Face Inference Endpoint
-185,zephyr-7b-beta,night,3.6954557319482166,216.55833333333334,33.46666666666667,Hugging Face Inference Endpoint
+104,Vicuna v1.5 (7B),early morning,3.347896182859266,263.45652173913044,29.847826086956523,Together AI
+106,Vicuna v1.5 (7B),afternoon,3.670576659115878,353.1458333333333,43.791666666666664,Together AI
+107,Vicuna v1.5 (7B),late afternoon,3.768600355495106,324.27272727272725,35.77272727272727,Together AI
+108,Vicuna v1.5 (7B),evening,3.0816855430603027,296.1,38.55,Together AI
+109,Vicuna v1.5 (7B),late evening,3.779375910758972,292.5416666666667,30.125,Together AI
+110,Vicuna v1.5 (7B),midnight,3.760787125996181,290.125,32.525,Together AI
+111,Vicuna v1.5 (7B),night,3.626542616974224,296.0833333333333,31.458333333333332,Together AI
+112,WizardLM v1.2 (13B),early morning,5.147532618564108,250.89583333333334,27.416666666666668,Together AI
+114,WizardLM v1.2 (13B),afternoon,7.0199061699127885,320.51063829787233,28.43617021276596,Together AI
+115,WizardLM v1.2 (13B),late afternoon,4.935352149217025,254.04166666666666,27.833333333333332,Together AI
+116,WizardLM v1.2 (13B),evening,4.939989816058766,240.33333333333334,25.791666666666668,Together AI
+117,WizardLM v1.2 (13B),late evening,5.11581133660816,226.25,23.0,Together AI
+118,WizardLM v1.2 (13B),midnight,5.1245915309802905,239.825,25.5,Together AI
+119,WizardLM v1.2 (13B),night,5.04353141784668,253.16,28.28,Together AI
+120,chat-bison (PaLM 2),early morning,2.4665334616388592,381.9214285714286,60.892857142857146,Google VertexAI
+121,chat-bison (PaLM 2),morning,2.488477897644043,381.73,60.88,Google VertexAI
+122,chat-bison (PaLM 2),afternoon,2.6460144804074215,376.28076923076924,55.965384615384615,Google VertexAI
+123,chat-bison (PaLM 2),late afternoon,3.0387172081253744,381.1363636363636,53.35454545454545,Google VertexAI
+124,chat-bison (PaLM 2),evening,2.688272579908371,367.07,55.89,Google VertexAI
+125,chat-bison (PaLM 2),late evening,2.7250528037548065,382.725,52.95,Google VertexAI
+126,chat-bison (PaLM 2),midnight,2.468383938074112,381.95,60.9,Google VertexAI
+127,chat-bison (PaLM 2),night,2.460119960308075,381.92,60.94,Google VertexAI
+128,chat-bison-32k (PaLM 2 32K),early morning,9.141417106560299,335.75,53.85,Google VertexAI
+129,chat-bison-32k (PaLM 2 32K),morning,7.7035503840446475,335.75,53.85,Google VertexAI
+130,chat-bison-32k (PaLM 2 32K),afternoon,5.014458654477046,339.3692307692308,49.323076923076925,Google VertexAI
+131,chat-bison-32k (PaLM 2 32K),late afternoon,4.5047362284226855,348.65909090909093,48.35454545454545,Google VertexAI
+132,chat-bison-32k (PaLM 2 32K),evening,7.7332194912433625,329.46,49.5,Google VertexAI
+133,chat-bison-32k (PaLM 2 32K),late evening,7.796841062307358,349.95,47.805,Google VertexAI
+134,chat-bison-32k (PaLM 2 32K),midnight,7.7498266498247785,335.75,53.85,Google VertexAI
+135,chat-bison-32k (PaLM 2 32K),night,6.491292915344238,335.75,53.85,Google VertexAI
+136,gemini-pro,early morning,2.7453590130460435,381.2214285714286,60.964285714285715,Google VertexAI
+137,gemini-pro,morning,2.497767536007628,371.93,59.39,Google VertexAI
+138,gemini-pro,afternoon,2.816922114008949,360.62307692307695,53.25769230769231,Google VertexAI
+139,gemini-pro,late afternoon,2.9268629640903114,364.57272727272726,50.1,Google VertexAI
+140,gemini-pro,evening,2.86901999375759,366.4,55.045,Google VertexAI
+141,gemini-pro,late evening,3.7189874940246117,390.9142857142857,51.35,Google VertexAI
+142,gemini-pro,midnight,3.338477972348531,369.825,55.9125,Google VertexAI
+143,gemini-pro,night,2.8375814715210272,374.8,60.04,Google VertexAI
+144,gpt-3.5-turbo,early morning,3.787998208734724,403.74444444444447,47.34444444444444,OpenAI
+145,gpt-3.5-turbo,morning,3.126271222697364,389.9888888888889,50.93888888888889,OpenAI
+146,gpt-3.5-turbo,afternoon,3.9458200880459375,381.4428571428571,43.76190476190476,OpenAI
+147,gpt-3.5-turbo,late afternoon,4.384064777692159,396.4357142857143,43.28333333333333,OpenAI
+148,gpt-3.5-turbo,evening,3.5153889304115657,385.18095238095236,46.01428571428571,OpenAI
+149,gpt-3.5-turbo,late evening,5.110168156187617,422.73510971786834,45.358934169278996,OpenAI
+150,gpt-3.5-turbo,midnight,3.822115447632102,426.71923076923076,49.05,OpenAI
+151,gpt-3.5-turbo,night,6.062970260473398,418.6192307692308,44.926923076923075,OpenAI
+152,gpt-4,early morning,14.348626694414351,323.5388888888889,40.544444444444444,OpenAI
+153,gpt-4,morning,12.759107512468733,338.18333333333334,46.85,OpenAI
+154,gpt-4,afternoon,16.002364798386893,318.3095238095238,38.77142857142857,OpenAI
+155,gpt-4,late afternoon,16.80607506932254,313.3595238095238,37.49285714285714,OpenAI
+156,gpt-4,evening,13.841120740345547,318.0809523809524,40.19285714285714,OpenAI
+157,gpt-4,late evening,14.298642643005493,314.336,37.012,OpenAI
+158,gpt-4,midnight,12.3578163115329,334.075,41.35,OpenAI
+159,gpt-4,night,12.813134506115546,316.93461538461537,37.93076923076923,OpenAI
+160,gpt-4-turbo,early morning,11.555620827939775,357.65555555555557,47.21666666666667,OpenAI
+161,gpt-4-turbo,morning,13.686854598257277,381.8888888888889,55.02777777777778,OpenAI
+162,gpt-4-turbo,afternoon,13.997754749229976,351.01190476190476,46.03333333333333,OpenAI
+163,gpt-4-turbo,late afternoon,22.320911452883767,381.65714285714284,47.35476190476191,OpenAI
+164,gpt-4-turbo,evening,16.550320884159632,382.31666666666666,48.45,OpenAI
+165,gpt-4-turbo,late evening,14.592236209392548,413.61,44.8,OpenAI
+166,gpt-4-turbo,midnight,13.770663784850727,382.7613636363636,47.61818181818182,OpenAI
+167,gpt-4-turbo,night,14.254795966698573,352.54615384615386,46.37692307692308,OpenAI
+168,llama-2-70b-chat,early morning,2.8660141522424265,289.6642857142857,44.614285714285714,Together AI
+169,llama-2-70b-chat,morning,2.872361832027194,283.35,43.45,Together AI
+170,llama-2-70b-chat,afternoon,4.234376892130426,375.44615384615383,55.238461538461536,Together AI
+171,llama-2-70b-chat,late afternoon,3.6833307104881365,433.6636363636364,59.445454545454545,Together AI
+172,llama-2-70b-chat,evening,2.9706250462084185,317.245,47.4,Together AI
+173,llama-2-70b-chat,late evening,4.719581684340602,572.1689655172414,79.83103448275862,Together AI
+174,llama-2-70b-chat,midnight,3.249819871626402,346.8875,52.06875,Together AI
+175,llama-2-70b-chat,night,2.8264514451677147,313.71,48.42,Together AI
+176,zephyr-7b-beta,early morning,3.937663261095683,273.03333333333336,43.45,Hugging Face Inference Endpoint
+177,zephyr-7b-beta,morning,4.056525647640228,386.3,63.35,Hugging Face Inference Endpoint
+178,zephyr-7b-beta,afternoon,3.5789777278900146,277.6,44.016666666666666,Hugging Face Inference Endpoint
+179,zephyr-7b-beta,late afternoon,3.4592524923459447,248.59,38.9,Hugging Face Inference Endpoint
+180,zephyr-7b-beta,evening,3.5673056403795878,273.3666666666667,43.5,Hugging Face Inference Endpoint
+181,zephyr-7b-beta,late evening,3.45343524068594,176.23125,27.21875,Hugging Face Inference Endpoint
+182,zephyr-7b-beta,midnight,3.7253047794103624,217.82083333333333,33.67916666666667,Hugging Face Inference Endpoint
+183,zephyr-7b-beta,night,3.6954557319482166,216.55833333333334,33.46666666666667,Hugging Face Inference Endpoint
","{""x"": ""time_of_day"", ""y"": ""execution_time"", ""color"": ""model"", ""barmode"": ""group"", ""category_orders"": {""time_of_day"": [""early morning"", ""morning"", ""afternoon"", ""late afternoon"", ""evening"", ""late evening"", ""midnight"", ""night""]}, ""labels"": {""time_of_day"": ""Time of day"", ""execution_time"": ""Execution Time (s)"", ""model"": ""Model""}, ""title"": ""Execution time for different times of the day""}"
"Figure({
'data': [{'hovertemplate': ('Provider=Hugging Face Inferenc' ... 'n Time (s)=%{y}'),
@@ -461,7 +556,7 @@ plot_object,header,plot_json,description,df,arguments
'x': array(['morning', 'afternoon', 'late afternoon', 'evening', 'late evening',
'midnight'], dtype=object),
'xaxis': 'x',
- 'y': array([3.76775235, 3.75769482, 3.6062831 , 6.88711852, 3.38926831, 5.06465511]),
+ 'y': array([3.76775235, 3.25550906, 3.54229803, 5.49634713, 3.39331886, 4.58049171]),
'yaxis': 'y'}],
'layout': {'legend': {'title': {'text': 'Provider'}, 'tracegroupgap': 0},
'template': '...',
@@ -474,26 +569,82 @@ plot_object,header,plot_json,description,df,arguments
'domain': [0.0, 1.0],
'title': {'text': 'Time of day'}},
'yaxis': {'anchor': 'x', 'domain': [0.0, 1.0], 'title': {'text': 'Execution Time (s)'}}}
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e"":{""color"":""#E5ECF6"",""width"":0.5},""pattern"":{""fillmode"":""overlay"",""size"":10,""solidity"":0.2}},""type"":""barpolar""}],""pie"":[{""automargin"":true,""type"":""pie""}]},""layout"":{""autotypenumbers"":""strict"",""colorway"":[""#636efa"",""#EF553B"",""#00cc96"",""#ab63fa"",""#FFA15A"",""#19d3f3"",""#FF6692"",""#B6E880"",""#FF97FF"",""#FECB52""],""font"":{""color"":""#2a3f5f""},""hovermode"":""closest"",""hoverlabel"":{""align"":""left""},""paper_bgcolor"":""white"",""plot_bgcolor"":""#E5ECF6"",""polar"":{""bgcolor"":""#E5ECF6"",""angularaxis"":{""gridcolor"":""white"",""linecolor"":""white"",""ticks"":""""},""radialaxis"":{""gridcolor"":""white"",""linecolor"":""white"",""ticks"":""""}},""ternary"":{""bgcolor"":""#E5ECF6"",""aaxis"":{""gridcolor"":""white"",""linecolor"":""white"",""ticks"":""""},""baxis"":{""gridcolor"":""white"",""linecolor"":""white"",""ticks"":""""},""caxis"":{""gridcolor"":""white"",""linecolor"":""white"",""ticks"":""""}},""coloraxis"":{""colorbar"":{""outlinewidth"":0,""ticks"":""""}},""colorscale"":{""sequential"":[[0.0,""#0d0887""],[0.1111111111111111,""#46039f""],[0.2222222222222222,""#7201a8""],[0.3333333333333333,""#9c179e""],[0.4444444444444444,""#bd3786""],[0.5555555555555556,""#d8576b""],[0.6666666666666666,""#ed7953""],[0.7777777777777778,""#fb9f3a""],[0.8888888888888888,""#fdca26""],[1.0,""#f0f921""]],""sequentialminus"":[[0.0,""#0d0887""],[0.1111111111111111,""#46039f""],[0.2222222222222222,""#7201a8""],[0.3333333333333333,""#9c179e""],[0.4444444444444444,""#bd3786""],[0.5555555555555556,""#d8576b""],[0.6666666666666666,""#ed7953""],[0.7777777777777778,""#fb9f3a""],[0.8888888888888888,""#fdca26""],[1.0,""#f0f921""]],""diverging"":[[0,""#8e0152""],[0.1,""#c51b7d""],[0.2,""#de77ae""],[0.3,""#f1b6da""],[0.4,""#fde0ef""],[0.5,""#f7f7f7""],[0.6,""#e6f5d0""],[0.7,""#b8e186""],[0.8,""#7fbc41""],[0.9,""#4d9221""],[1,""#276419""]]},""xaxis"":{""gridcolor"":""white"",""linecolor"":""white"",""ticks"":"""",""title"":{""standoff"":15},""zerolinecolor"":""white"",""automargin"":true,""zerolinewidth"":2},""yaxis"":{""gridcolor"":""white"",""linecolor"":""white"",""ticks"":"""",""title"":{""standoff"":15},""zerolinecolor"":""white"",""automargin"":true,""zerolinewidth"":2},""scene"":{""xaxis"":{""backgroundcolor"":""#E5ECF6"",""gridcolor"":""white"",""linecolor"":""white"",""showbackground"":true,""ticks"":"""",""zerolinecolor"":""white"",""gridwidth"":2},""yaxis"":{""backgroundcolor"":""#E5ECF6"",""gridcolor"":""white"",""linecolor"":""white"",""showbackground"":true,""ticks"":"""",""zerolinecolor"":""white"",""gridwidth"":2},""zaxis"":{""backgroundcolor"":""#E5ECF6"",""gridcolor"":""white"",""linecolor"":""white"",""showbackground"":true,""ticks"":"""",""zerolinecolor"":""white"",""gridwidth"":2}},""shapedefaults"":{""line"":{""color"":""#2a3f5f""}},""annotationdefaults"":{""arrowcolor"":""#2a3f5f"",""arrowhead"":0,""arrowwidth"":1},""geo"":{""bgcolor"":""white"",""landcolor"":""#E5ECF6"",""subunitcolor"":""white"",""showland"":true,""showlakes"":true,""lakecolor"":""white""},""title"":{""x"":0.05},""mapbox"":{""style"":""light""}}},""xaxis"":{""anchor"":""y"",""domain"":[0.0,1.0],""title"":{""text"":""Time of day""},""categoryorder"":""array"",""categoryarray"":[""early morning"",""morning"",""afternoon"",""late afternoon"",""evening"",""late evening"",""midnight"",""night""]},""yaxis"":{""anchor"":""x"",""domain"":[0.0,1.0],""title"":{""text"":""Execution Time (s)""}},""legend"":{""title"":{""text"":""Provider""},""tracegroupgap"":0},""title"":{""text"":""Execution time for different times of the day for different providers""}}}",To compare providers we checked execution times for the same model `Mistral (7B) Instruct v0.2` on both Hugging Face and Together AI.,,
"Figure({
'data': [{'alignmentgroup': 'True',
'hovertemplate': 'Model=%{y}
Execution time peak-to-peak amplitude (s)=%{x}',
- 'legendgroup': 'Mistral (7B) Instruct v0.2 (Together AI)',
+ 'legendgroup': '01-ai Yi Chat (34B)',
'marker': {'color': '#636efa', 'pattern': {'shape': ''}},
+ 'name': '01-ai Yi Chat (34B)',
+ 'offsetgroup': '01-ai Yi Chat (34B)',
+ 'orientation': 'h',
+ 'showlegend': True,
+ 'textposition': 'auto',
+ 'type': 'bar',
+ 'x': array([4.08753304]),
+ 'xaxis': 'x',
+ 'y': array(['01-ai Yi Chat (34B)'], dtype=object),
+ 'yaxis': 'y'},
+ {'alignmentgroup': 'True',
+ 'hovertemplate': 'Model=%{y}
Execution time peak-to-peak amplitude (s)=%{x}',
+ 'legendgroup': 'Chronos Hermes (13B)',
+ 'marker': {'color': '#EF553B', 'pattern': {'shape': ''}},
+ 'name': 'Chronos Hermes (13B)',
+ 'offsetgroup': 'Chronos Hermes (13B)',
+ 'orientation': 'h',
+ 'showlegend': True,
+ 'textposition': 'auto',
+ 'type': 'bar',
+ 'x': array([1.29548373]),
+ 'xaxis': 'x',
+ 'y': array(['Chronos Hermes (13B)'], dtype=object),
+ 'yaxis': 'y'},
+ {'alignmentgroup': 'True',
+ 'hovertemplate': 'Model=%{y}
Execution time peak-to-peak amplitude (s)=%{x}',
+ 'legendgroup': 'Falcon Instruct (7B)',
+ 'marker': {'color': '#00cc96', 'pattern': {'shape': ''}},
+ 'name': 'Falcon Instruct (7B)',
+ 'offsetgroup': 'Falcon Instruct (7B)',
+ 'orientation': 'h',
+ 'showlegend': True,
+ 'textposition': 'auto',
+ 'type': 'bar',
+ 'x': array([0.78998366]),
+ 'xaxis': 'x',
+ 'y': array(['Falcon Instruct (7B)'], dtype=object),
+ 'yaxis': 'y'},
+ {'alignmentgroup': 'True',
+ 'hovertemplate': 'Model=%{y}
Execution time peak-to-peak amplitude (s)=%{x}',
+ 'legendgroup': 'LLaMA-2 Chat (7B)',
+ 'marker': {'color': '#ab63fa', 'pattern': {'shape': ''}},
+ 'name': 'LLaMA-2 Chat (7B)',
+ 'offsetgroup': 'LLaMA-2 Chat (7B)',
+ 'orientation': 'h',
+ 'showlegend': True,
+ 'textposition': 'auto',
+ 'type': 'bar',
+ 'x': array([3.3850631]),
+ 'xaxis': 'x',
+ 'y': array(['LLaMA-2 Chat (7B)'], dtype=object),
+ 'yaxis': 'y'},
+ {'alignmentgroup': 'True',
+ 'hovertemplate': 'Model=%{y}
Execution time peak-to-peak amplitude (s)=%{x}',
+ 'legendgroup': 'Mistral (7B) Instruct v0.2 (Together AI)',
+ 'marker': {'color': '#FFA15A', 'pattern': {'shape': ''}},
'name': 'Mistral (7B) Instruct v0.2 (Together AI)',
'offsetgroup': 'Mistral (7B) Instruct v0.2 (Together AI)',
'orientation': 'h',
'showlegend': True,
'textposition': 'auto',
'type': 'bar',
- 'x': array([3.49785022]),
+ 'x': array([2.24083807]),
'xaxis': 'x',
'y': array(['Mistral (7B) Instruct v0.2 (Together AI)'], dtype=object),
'yaxis': 'y'},
{'alignmentgroup': 'True',
'hovertemplate': 'Model=%{y}
Execution time peak-to-peak amplitude (s)=%{x}',
'legendgroup': 'Mistral-7B-Instruct-v0.2',
- 'marker': {'color': '#EF553B', 'pattern': {'shape': ''}},
+ 'marker': {'color': '#19d3f3', 'pattern': {'shape': ''}},
'name': 'Mistral-7B-Instruct-v0.2',
'offsetgroup': 'Mistral-7B-Instruct-v0.2',
'orientation': 'h',
@@ -507,7 +658,7 @@ plot_object,header,plot_json,description,df,arguments
{'alignmentgroup': 'True',
'hovertemplate': 'Model=%{y}
Execution time peak-to-peak amplitude (s)=%{x}',
'legendgroup': 'Mixtral-8x7B-Instruct-v0.1',
- 'marker': {'color': '#00cc96', 'pattern': {'shape': ''}},
+ 'marker': {'color': '#FF6692', 'pattern': {'shape': ''}},
'name': 'Mixtral-8x7B-Instruct-v0.1',
'offsetgroup': 'Mixtral-8x7B-Instruct-v0.1',
'orientation': 'h',
@@ -518,10 +669,66 @@ plot_object,header,plot_json,description,df,arguments
'xaxis': 'x',
'y': array(['Mixtral-8x7B-Instruct-v0.1'], dtype=object),
'yaxis': 'y'},
+ {'alignmentgroup': 'True',
+ 'hovertemplate': 'Model=%{y}
Execution time peak-to-peak amplitude (s)=%{x}',
+ 'legendgroup': 'OpenHermes-2.5-Mistral (7B)',
+ 'marker': {'color': '#B6E880', 'pattern': {'shape': ''}},
+ 'name': 'OpenHermes-2.5-Mistral (7B)',
+ 'offsetgroup': 'OpenHermes-2.5-Mistral (7B)',
+ 'orientation': 'h',
+ 'showlegend': True,
+ 'textposition': 'auto',
+ 'type': 'bar',
+ 'x': array([0.85484311]),
+ 'xaxis': 'x',
+ 'y': array(['OpenHermes-2.5-Mistral (7B)'], dtype=object),
+ 'yaxis': 'y'},
+ {'alignmentgroup': 'True',
+ 'hovertemplate': 'Model=%{y}
Execution time peak-to-peak amplitude (s)=%{x}',
+ 'legendgroup': 'Qwen 1.5 Chat (7B)',
+ 'marker': {'color': '#FF97FF', 'pattern': {'shape': ''}},
+ 'name': 'Qwen 1.5 Chat (7B)',
+ 'offsetgroup': 'Qwen 1.5 Chat (7B)',
+ 'orientation': 'h',
+ 'showlegend': True,
+ 'textposition': 'auto',
+ 'type': 'bar',
+ 'x': array([0.67719718]),
+ 'xaxis': 'x',
+ 'y': array(['Qwen 1.5 Chat (7B)'], dtype=object),
+ 'yaxis': 'y'},
+ {'alignmentgroup': 'True',
+ 'hovertemplate': 'Model=%{y}
Execution time peak-to-peak amplitude (s)=%{x}',
+ 'legendgroup': 'RedPajama-INCITE Chat (7B)',
+ 'marker': {'color': '#FECB52', 'pattern': {'shape': ''}},
+ 'name': 'RedPajama-INCITE Chat (7B)',
+ 'offsetgroup': 'RedPajama-INCITE Chat (7B)',
+ 'orientation': 'h',
+ 'showlegend': True,
+ 'textposition': 'auto',
+ 'type': 'bar',
+ 'x': array([0.51441373]),
+ 'xaxis': 'x',
+ 'y': array(['RedPajama-INCITE Chat (7B)'], dtype=object),
+ 'yaxis': 'y'},
+ {'alignmentgroup': 'True',
+ 'hovertemplate': 'Model=%{y}
Execution time peak-to-peak amplitude (s)=%{x}',
+ 'legendgroup': 'Snorkel Mistral PairRM DPO (7B)',
+ 'marker': {'color': '#636efa', 'pattern': {'shape': ''}},
+ 'name': 'Snorkel Mistral PairRM DPO (7B)',
+ 'offsetgroup': 'Snorkel Mistral PairRM DPO (7B)',
+ 'orientation': 'h',
+ 'showlegend': True,
+ 'textposition': 'auto',
+ 'type': 'bar',
+ 'x': array([12.41616179]),
+ 'xaxis': 'x',
+ 'y': array(['Snorkel Mistral PairRM DPO (7B)'], dtype=object),
+ 'yaxis': 'y'},
{'alignmentgroup': 'True',
'hovertemplate': 'Model=%{y}
Execution time peak-to-peak amplitude (s)=%{x}',
'legendgroup': 'TinyLlama/TinyLlama-1.1B-Chat-v1.0',
- 'marker': {'color': '#ab63fa', 'pattern': {'shape': ''}},
+ 'marker': {'color': '#EF553B', 'pattern': {'shape': ''}},
'name': 'TinyLlama/TinyLlama-1.1B-Chat-v1.0',
'offsetgroup': 'TinyLlama/TinyLlama-1.1B-Chat-v1.0',
'orientation': 'h',
@@ -532,6 +739,34 @@ plot_object,header,plot_json,description,df,arguments
'xaxis': 'x',
'y': array(['TinyLlama/TinyLlama-1.1B-Chat-v1.0'], dtype=object),
'yaxis': 'y'},
+ {'alignmentgroup': 'True',
+ 'hovertemplate': 'Model=%{y}
Execution time peak-to-peak amplitude (s)=%{x}',
+ 'legendgroup': 'Vicuna v1.5 (7B)',
+ 'marker': {'color': '#00cc96', 'pattern': {'shape': ''}},
+ 'name': 'Vicuna v1.5 (7B)',
+ 'offsetgroup': 'Vicuna v1.5 (7B)',
+ 'orientation': 'h',
+ 'showlegend': True,
+ 'textposition': 'auto',
+ 'type': 'bar',
+ 'x': array([0.69769037]),
+ 'xaxis': 'x',
+ 'y': array(['Vicuna v1.5 (7B)'], dtype=object),
+ 'yaxis': 'y'},
+ {'alignmentgroup': 'True',
+ 'hovertemplate': 'Model=%{y}
Execution time peak-to-peak amplitude (s)=%{x}',
+ 'legendgroup': 'WizardLM v1.2 (13B)',
+ 'marker': {'color': '#ab63fa', 'pattern': {'shape': ''}},
+ 'name': 'WizardLM v1.2 (13B)',
+ 'offsetgroup': 'WizardLM v1.2 (13B)',
+ 'orientation': 'h',
+ 'showlegend': True,
+ 'textposition': 'auto',
+ 'type': 'bar',
+ 'x': array([2.08455402]),
+ 'xaxis': 'x',
+ 'y': array(['WizardLM v1.2 (13B)'], dtype=object),
+ 'yaxis': 'y'},
{'alignmentgroup': 'True',
'hovertemplate': 'Model=%{y}
Execution time peak-to-peak amplitude (s)=%{x}',
'legendgroup': 'chat-bison (PaLM 2)',
@@ -655,28 +890,156 @@ plot_object,header,plot_json,description,df,arguments
'categoryarray': [zephyr-7b-beta, llama-2-70b-chat,
gpt-4-turbo, gpt-4, gpt-3.5-turbo,
gemini-pro, chat-bison-32k (PaLM 2 32K),
- chat-bison (PaLM 2),
+ chat-bison (PaLM 2), WizardLM v1.2
+ (13B), Vicuna v1.5 (7B),
TinyLlama/TinyLlama-1.1B-Chat-v1.0,
+ Snorkel Mistral PairRM DPO (7B),
+ RedPajama-INCITE Chat (7B), Qwen 1.5
+ Chat (7B), OpenHermes-2.5-Mistral (7B),
Mixtral-8x7B-Instruct-v0.1,
Mistral-7B-Instruct-v0.2, Mistral (7B)
- Instruct v0.2 (Together AI)],
+ Instruct v0.2 (Together AI), LLaMA-2
+ Chat (7B), Falcon Instruct (7B), Chronos
+ Hermes (13B), 01-ai Yi Chat (34B)],
'categoryorder': 'array',
'domain': [0.0, 1.0],
'title': {'text': 'Model'}}}
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'x': array(['early morning', 'morning', 'afternoon', 'late afternoon', 'evening',
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