diff --git "a/data/combined_plots.csv" "b/data/combined_plots.csv"
--- "a/data/combined_plots.csv"
+++ "b/data/combined_plots.csv"
@@ -1,8 +1,8 @@
plot_object,header,plot_json,description,df,arguments,plot_type
"Figure({
- 'data': [{'hovertemplate': ('model=gpt-3.5-turbo
Similar' ... 't cost ($)=%{y}'),
+ 'data': [{'hovertemplate': ('model=gpt-3.5-turbo
Summary' ... '=%{marker.size}'),
'legendgroup': 'gpt-3.5-turbo',
- 'marker': {'color': '#636efa', 'symbol': 'circle'},
+ 'marker': {'color': '#636efa', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
'mode': 'markers',
'name': 'gpt-3.5-turbo',
'orientation': 'v',
@@ -12,9 +12,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'xaxis': 'x',
'y': array([12.71326]),
'yaxis': 'y'},
- {'hovertemplate': ('model=gpt-4-turbo
Similar t' ... 't cost ($)=%{y}'),
+ {'hovertemplate': ('model=gpt-4-turbo
Summary t' ... '=%{marker.size}'),
'legendgroup': 'gpt-4-turbo',
- 'marker': {'color': '#EF553B', 'symbol': 'circle'},
+ 'marker': {'color': '#EF553B', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
'mode': 'markers',
'name': 'gpt-4-turbo',
'orientation': 'v',
@@ -24,9 +24,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'xaxis': 'x',
'y': array([148.3384]),
'yaxis': 'y'},
- {'hovertemplate': ('model=gpt-4
Similar to orig' ... 't cost ($)=%{y}'),
+ {'hovertemplate': ('model=gpt-4
Summary text si' ... '=%{marker.size}'),
'legendgroup': 'gpt-4',
- 'marker': {'color': '#00cc96', 'symbol': 'circle'},
+ 'marker': {'color': '#00cc96', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
'mode': 'markers',
'name': 'gpt-4',
'orientation': 'v',
@@ -36,9 +36,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'xaxis': 'x',
'y': array([337.5798]),
'yaxis': 'y'},
- {'hovertemplate': ('model=llama-2-70b-chat
Simi' ... 't cost ($)=%{y}'),
+ {'hovertemplate': ('model=llama-2-70b-chat
Summ' ... '=%{marker.size}'),
'legendgroup': 'llama-2-70b-chat',
- 'marker': {'color': '#ab63fa', 'symbol': 'circle'},
+ 'marker': {'color': '#ab63fa', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
'mode': 'markers',
'name': 'llama-2-70b-chat',
'orientation': 'v',
@@ -48,9 +48,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'xaxis': 'x',
'y': array([7.74045]),
'yaxis': 'y'},
- {'hovertemplate': ('model=Mixtral-8x7B-Instruct-v0' ... 't cost ($)=%{y}'),
+ {'hovertemplate': ('model=Mixtral-8x7B-Instruct-v0' ... '=%{marker.size}'),
'legendgroup': 'Mixtral-8x7B-Instruct-v0.1',
- 'marker': {'color': '#FFA15A', 'symbol': 'circle'},
+ 'marker': {'color': '#FFA15A', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
'mode': 'markers',
'name': 'Mixtral-8x7B-Instruct-v0.1',
'orientation': 'v',
@@ -60,9 +60,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'xaxis': 'x',
'y': array([8.799858]),
'yaxis': 'y'},
- {'hovertemplate': ('model=zephyr-7b-beta
Simila' ... 't cost ($)=%{y}'),
+ {'hovertemplate': ('model=zephyr-7b-beta
Summar' ... '=%{marker.size}'),
'legendgroup': 'zephyr-7b-beta',
- 'marker': {'color': '#19d3f3', 'symbol': 'circle'},
+ 'marker': {'color': '#19d3f3', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
'mode': 'markers',
'name': 'zephyr-7b-beta',
'orientation': 'v',
@@ -72,9 +72,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'xaxis': 'x',
'y': array([2.15129112]),
'yaxis': 'y'},
- {'hovertemplate': ('model=Mistral-7B-Instruct-v0.2' ... 't cost ($)=%{y}'),
+ {'hovertemplate': ('model=Mistral-7B-Instruct-v0.2' ... '=%{marker.size}'),
'legendgroup': 'Mistral-7B-Instruct-v0.2',
- 'marker': {'color': '#FF6692', 'symbol': 'circle'},
+ 'marker': {'color': '#FF6692', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
'mode': 'markers',
'name': 'Mistral-7B-Instruct-v0.2',
'orientation': 'v',
@@ -84,9 +84,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'xaxis': 'x',
'y': array([1.17917002]),
'yaxis': 'y'},
- {'hovertemplate': ('model=TinyLlama/TinyLlama-1.1B' ... 't cost ($)=%{y}'),
+ {'hovertemplate': ('model=TinyLlama/TinyLlama-1.1B' ... '=%{marker.size}'),
'legendgroup': 'TinyLlama/TinyLlama-1.1B-Chat-v1.0',
- 'marker': {'color': '#B6E880', 'symbol': 'circle'},
+ 'marker': {'color': '#B6E880', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
'mode': 'markers',
'name': 'TinyLlama/TinyLlama-1.1B-Chat-v1.0',
'orientation': 'v',
@@ -96,9 +96,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'xaxis': 'x',
'y': array([0.52658425]),
'yaxis': 'y'},
- {'hovertemplate': ('model=gemini-pro
Similar to' ... 't cost ($)=%{y}'),
+ {'hovertemplate': ('model=gemini-pro
Summary te' ... '=%{marker.size}'),
'legendgroup': 'gemini-pro',
- 'marker': {'color': '#FF97FF', 'symbol': 'circle'},
+ 'marker': {'color': '#FF97FF', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
'mode': 'markers',
'name': 'gemini-pro',
'orientation': 'v',
@@ -108,9 +108,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'xaxis': 'x',
'y': array([2.532155]),
'yaxis': 'y'},
- {'hovertemplate': ('model=chat-bison (PaLM 2)
S' ... 't cost ($)=%{y}'),
+ {'hovertemplate': ('model=chat-bison (PaLM 2)
S' ... '=%{marker.size}'),
'legendgroup': 'chat-bison (PaLM 2)',
- 'marker': {'color': '#FECB52', 'symbol': 'circle'},
+ 'marker': {'color': '#FECB52', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
'mode': 'markers',
'name': 'chat-bison (PaLM 2)',
'orientation': 'v',
@@ -120,9 +120,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'xaxis': 'x',
'y': array([2.396975]),
'yaxis': 'y'},
- {'hovertemplate': ('model=chat-bison-32k (PaLM 2 3' ... 't cost ($)=%{y}'),
+ {'hovertemplate': ('model=chat-bison-32k (PaLM 2 3' ... '=%{marker.size}'),
'legendgroup': 'chat-bison-32k (PaLM 2 32K)',
- 'marker': {'color': '#636efa', 'symbol': 'circle'},
+ 'marker': {'color': '#636efa', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
'mode': 'markers',
'name': 'chat-bison-32k (PaLM 2 32K)',
'orientation': 'v',
@@ -132,9 +132,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'xaxis': 'x',
'y': array([2.313195]),
'yaxis': 'y'},
- {'hovertemplate': ('model=01-ai Yi Chat (34B)
S' ... 't cost ($)=%{y}'),
+ {'hovertemplate': ('model=01-ai Yi Chat (34B)
S' ... '=%{marker.size}'),
'legendgroup': '01-ai Yi Chat (34B)',
- 'marker': {'color': '#EF553B', 'symbol': 'circle'},
+ 'marker': {'color': '#EF553B', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
'mode': 'markers',
'name': '01-ai Yi Chat (34B)',
'orientation': 'v',
@@ -144,9 +144,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'xaxis': 'x',
'y': array([1.278448]),
'yaxis': 'y'},
- {'hovertemplate': ('model=Chronos Hermes (13B)
' ... 't cost ($)=%{y}'),
+ {'hovertemplate': ('model=Chronos Hermes (13B)
' ... '=%{marker.size}'),
'legendgroup': 'Chronos Hermes (13B)',
- 'marker': {'color': '#00cc96', 'symbol': 'circle'},
+ 'marker': {'color': '#00cc96', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
'mode': 'markers',
'name': 'Chronos Hermes (13B)',
'orientation': 'v',
@@ -156,9 +156,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'xaxis': 'x',
'y': array([0.516132]),
'yaxis': 'y'},
- {'hovertemplate': ('model=Vicuna v1.5 (7B)
Simi' ... 't cost ($)=%{y}'),
+ {'hovertemplate': ('model=Vicuna v1.5 (7B)
Summ' ... '=%{marker.size}'),
'legendgroup': 'Vicuna v1.5 (7B)',
- 'marker': {'color': '#ab63fa', 'symbol': 'circle'},
+ 'marker': {'color': '#ab63fa', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
'mode': 'markers',
'name': 'Vicuna v1.5 (7B)',
'orientation': 'v',
@@ -168,9 +168,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'xaxis': 'x',
'y': array([0.327728]),
'yaxis': 'y'},
- {'hovertemplate': ('model=LLaMA-2 Chat (7B)
Sim' ... 't cost ($)=%{y}'),
+ {'hovertemplate': ('model=LLaMA-2 Chat (7B)
Sum' ... '=%{marker.size}'),
'legendgroup': 'LLaMA-2 Chat (7B)',
- 'marker': {'color': '#FFA15A', 'symbol': 'circle'},
+ 'marker': {'color': '#FFA15A', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
'mode': 'markers',
'name': 'LLaMA-2 Chat (7B)',
'orientation': 'v',
@@ -180,9 +180,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'xaxis': 'x',
'y': array([0.334804]),
'yaxis': 'y'},
- {'hovertemplate': ('model=Mistral (7B) Instruct v0' ... 't cost ($)=%{y}'),
+ {'hovertemplate': ('model=Mistral (7B) Instruct v0' ... '=%{marker.size}'),
'legendgroup': 'Mistral (7B) Instruct v0.2 (Together AI)',
- 'marker': {'color': '#19d3f3', 'symbol': 'circle'},
+ 'marker': {'color': '#19d3f3', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
'mode': 'markers',
'name': 'Mistral (7B) Instruct v0.2 (Together AI)',
'orientation': 'v',
@@ -192,9 +192,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'xaxis': 'x',
'y': array([0.669416]),
'yaxis': 'y'},
- {'hovertemplate': ('model=Qwen 1.5 Chat (7B)
Si' ... 't cost ($)=%{y}'),
+ {'hovertemplate': ('model=Qwen 1.5 Chat (7B)
Su' ... '=%{marker.size}'),
'legendgroup': 'Qwen 1.5 Chat (7B)',
- 'marker': {'color': '#FF6692', 'symbol': 'circle'},
+ 'marker': {'color': '#FF6692', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
'mode': 'markers',
'name': 'Qwen 1.5 Chat (7B)',
'orientation': 'v',
@@ -204,9 +204,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'xaxis': 'x',
'y': array([0.29456]),
'yaxis': 'y'},
- {'hovertemplate': ('model=Snorkel Mistral PairRM D' ... 't cost ($)=%{y}'),
+ {'hovertemplate': ('model=Snorkel Mistral PairRM D' ... '=%{marker.size}'),
'legendgroup': 'Snorkel Mistral PairRM DPO (7B)',
- 'marker': {'color': '#B6E880', 'symbol': 'circle'},
+ 'marker': {'color': '#B6E880', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
'mode': 'markers',
'name': 'Snorkel Mistral PairRM DPO (7B)',
'orientation': 'v',
@@ -216,9 +216,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'xaxis': 'x',
'y': array([0.600488]),
'yaxis': 'y'},
- {'hovertemplate': ('model=OpenHermes-2.5-Mistral (' ... 't cost ($)=%{y}'),
+ {'hovertemplate': ('model=OpenHermes-2.5-Mistral (' ... '=%{marker.size}'),
'legendgroup': 'OpenHermes-2.5-Mistral (7B)',
- 'marker': {'color': '#FF97FF', 'symbol': 'circle'},
+ 'marker': {'color': '#FF97FF', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
'mode': 'markers',
'name': 'OpenHermes-2.5-Mistral (7B)',
'orientation': 'v',
@@ -228,9 +228,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'xaxis': 'x',
'y': array([0.294596]),
'yaxis': 'y'},
- {'hovertemplate': ('model=Falcon Instruct (7B)
' ... 't cost ($)=%{y}'),
+ {'hovertemplate': ('model=Falcon Instruct (7B)
' ... '=%{marker.size}'),
'legendgroup': 'Falcon Instruct (7B)',
- 'marker': {'color': '#FECB52', 'symbol': 'circle'},
+ 'marker': {'color': '#FECB52', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
'mode': 'markers',
'name': 'Falcon Instruct (7B)',
'orientation': 'v',
@@ -240,9 +240,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'xaxis': 'x',
'y': array([0.247056]),
'yaxis': 'y'},
- {'hovertemplate': ('model=RedPajama-INCITE Chat (7' ... 't cost ($)=%{y}'),
+ {'hovertemplate': ('model=RedPajama-INCITE Chat (7' ... '=%{marker.size}'),
'legendgroup': 'RedPajama-INCITE Chat (7B)',
- 'marker': {'color': '#636efa', 'symbol': 'circle'},
+ 'marker': {'color': '#636efa', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
'mode': 'markers',
'name': 'RedPajama-INCITE Chat (7B)',
'orientation': 'v',
@@ -252,9 +252,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'xaxis': 'x',
'y': array([0.243148]),
'yaxis': 'y'},
- {'hovertemplate': ('model=WizardLM v1.2 (13B)
S' ... 't cost ($)=%{y}'),
+ {'hovertemplate': ('model=WizardLM v1.2 (13B)
S' ... '=%{marker.size}'),
'legendgroup': 'WizardLM v1.2 (13B)',
- 'marker': {'color': '#EF553B', 'symbol': 'circle'},
+ 'marker': {'color': '#EF553B', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
'mode': 'markers',
'name': 'WizardLM v1.2 (13B)',
'orientation': 'v',
@@ -264,41 +264,41 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'xaxis': 'x',
'y': array([0.44616]),
'yaxis': 'y'}],
- 'layout': {'legend': {'title': {'text': 'model'}, 'tracegroupgap': 0},
+ 'layout': {'legend': {'itemsizing': 'constant', 'title': {'text': 'model'}, 'tracegroupgap': 0},
'template': '...',
- 'title': {'text': 'Scatter plot of similar to original text using bert f1 metric and experiment cost ($)'},
+ 'title': {'text': 'Scatter plot of summary text similarity using bert f1 metric and experiment cost ($)'},
'xaxis': {'anchor': 'y',
'domain': [0.0, 1.0],
- 'title': {'text': 'Similar to original text using BERT f1 metric'}},
+ 'title': {'text': 'Summary text similarity using BERT F1 metric'}},
'yaxis': {'anchor': 'x', 'domain': [0.0, 1.0], 'title': {'text': 'Experiment cost ($)'}}}
-})",Scatter plot of similar to original text using bert f1 metric and experiment cost ($),"{""data"":[{""hovertemplate"":""model=gpt-3.5-turbo\u003cbr\u003eSimilar to original text using BERT f1 metric=%{x}\u003cbr\u003eExperiment cost ($)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e"",""legendgroup"":""gpt-3.5-turbo"",""marker"":{""color"":""#636efa"",""symbol"":""circle""},""mode"":""markers"",""name"":""gpt-3.5-turbo"",""orientation"":""v"",""showlegend"":true,""x"":[0.49331823],""xaxis"":""x"",""y"":[12.71326],""yaxis"":""y"",""type"":""scatter""},{""hovertemplate"":""model=gpt-4-turbo\u003cbr\u003eSimilar to original text using BERT f1 metric=%{x}\u003cbr\u003eExperiment cost ($)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e"",""legendgroup"":""gpt-4-turbo"",""marker"":{""color"":""#EF553B"",""symbol"":""circle""},""mode"":""markers"",""name"":""gpt-4-turbo"",""orientation"":""v"",""showlegend"":true,""x"":[0.4294052],""xaxis"":""x"",""y"":[148.3384],""yaxis"":""y"",""type"":""scatter""},{""hovertemplate"":""model=gpt-4\u003cbr\u003eSimilar to original text using BERT f1 metric=%{x}\u003cbr\u003eExperiment cost ($)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e"",""legendgroup"":""gpt-4"",""marker"":{""color"":""#00cc96"",""symbol"":""circle""},""mode"":""markers"",""name"":""gpt-4"",""orientation"":""v"",""showlegend"":true,""x"":[0.4839312],""xaxis"":""x"",""y"":[337.5798],""yaxis"":""y"",""type"":""scatter""},{""hovertemplate"":""model=llama-2-70b-chat\u003cbr\u003eSimilar to original text using BERT f1 metric=%{x}\u003cbr\u003eExperiment cost ($)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e"",""legendgroup"":""llama-2-70b-chat"",""marker"":{""color"":""#ab63fa"",""symbol"":""circle""},""mode"":""markers"",""name"":""llama-2-70b-chat"",""orientation"":""v"",""showlegend"":true,""x"":[0.21268094],""xaxis"":""x"",""y"":[7.740450000000001],""yaxis"":""y"",""type"":""scatter""},{""hovertemplate"":""model=Mixtral-8x7B-Instruct-v0.1\u003cbr\u003eSimilar to original text using BERT f1 metric=%{x}\u003cbr\u003eExperiment cost ($)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e"",""legendgroup"":""Mixtral-8x7B-Instruct-v0.1"",""marker"":{""color"":""#FFA15A"",""symbol"":""circle""},""mode"":""markers"",""name"":""Mixtral-8x7B-Instruct-v0.1"",""orientation"":""v"",""showlegend"":true,""x"":[0.19449018],""xaxis"":""x"",""y"":[8.799858],""yaxis"":""y"",""type"":""scatter""},{""hovertemplate"":""model=zephyr-7b-beta\u003cbr\u003eSimilar to original text using BERT f1 metric=%{x}\u003cbr\u003eExperiment cost 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-7,0.12200464,0.526584252913793,TinyLlama/TinyLlama-1.1B-Chat-v1.0
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-13,0.2839047,0.327728,Vicuna v1.5 (7B)
-14,0.32136682,0.33480400000000005,LLaMA-2 Chat (7B)
-15,0.36758336,0.669416,Mistral (7B) Instruct v0.2 (Together AI)
-16,0.34867778,0.29456000000000004,Qwen 1.5 Chat (7B)
-17,0.32718164,0.600488,Snorkel Mistral PairRM DPO (7B)
-18,0.36003792,0.294596,OpenHermes-2.5-Mistral (7B)
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+ 'data': [{'hovertemplate': ('model=gpt-3.5-turbo
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'legendgroup': 'gpt-3.5-turbo',
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'xaxis': 'x',
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- {'hovertemplate': ('model=gpt-4-turbo
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'xaxis': 'x',
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'yaxis': 'y'},
- {'hovertemplate': ('model=gpt-4
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+ {'hovertemplate': ('model=gpt-4
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'legendgroup': 'gpt-4',
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'yaxis': 'y'},
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'yaxis': 'y'},
- {'hovertemplate': ('model=zephyr-7b-beta
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'xaxis': 'x',
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'yaxis': 'y'},
- {'hovertemplate': ('model=Mistral-7B-Instruct-v0.2' ... 't cost ($)=%{y}'),
+ {'hovertemplate': ('model=Mistral-7B-Instruct-v0.2' ... '=%{marker.size}'),
'legendgroup': 'Mistral-7B-Instruct-v0.2',
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+ 'marker': {'color': '#FF6692', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
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'name': 'Mistral-7B-Instruct-v0.2',
'orientation': 'v',
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'xaxis': 'x',
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'yaxis': 'y'},
- {'hovertemplate': ('model=TinyLlama/TinyLlama-1.1B' ... 't cost ($)=%{y}'),
+ {'hovertemplate': ('model=TinyLlama/TinyLlama-1.1B' ... '=%{marker.size}'),
'legendgroup': 'TinyLlama/TinyLlama-1.1B-Chat-v1.0',
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'xaxis': 'x',
'y': array([0.52658425]),
'yaxis': 'y'},
- {'hovertemplate': ('model=gemini-pro
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+ {'hovertemplate': ('model=gemini-pro
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'legendgroup': 'gemini-pro',
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+ 'marker': {'color': '#FF97FF', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
'mode': 'markers',
'name': 'gemini-pro',
'orientation': 'v',
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'xaxis': 'x',
'y': array([2.532155]),
'yaxis': 'y'},
- {'hovertemplate': ('model=chat-bison (PaLM 2)
L' ... 't cost ($)=%{y}'),
+ {'hovertemplate': ('model=chat-bison (PaLM 2)
L' ... '=%{marker.size}'),
'legendgroup': 'chat-bison (PaLM 2)',
- 'marker': {'color': '#FECB52', 'symbol': 'circle'},
+ 'marker': {'color': '#FECB52', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
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'name': 'chat-bison (PaLM 2)',
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'yaxis': 'y'},
- {'hovertemplate': ('model=chat-bison-32k (PaLM 2 3' ... 't cost ($)=%{y}'),
+ {'hovertemplate': ('model=chat-bison-32k (PaLM 2 3' ... '=%{marker.size}'),
'legendgroup': 'chat-bison-32k (PaLM 2 32K)',
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+ 'marker': {'color': '#636efa', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
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'name': 'chat-bison-32k (PaLM 2 32K)',
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'y': array([2.313195]),
'yaxis': 'y'},
- {'hovertemplate': ('model=01-ai Yi Chat (34B)
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+ {'hovertemplate': ('model=01-ai Yi Chat (34B)
L' ... '=%{marker.size}'),
'legendgroup': '01-ai Yi Chat (34B)',
- 'marker': {'color': '#EF553B', 'symbol': 'circle'},
+ 'marker': {'color': '#EF553B', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
'mode': 'markers',
'name': '01-ai Yi Chat (34B)',
'orientation': 'v',
@@ -440,9 +440,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'xaxis': 'x',
'y': array([1.278448]),
'yaxis': 'y'},
- {'hovertemplate': ('model=Chronos Hermes (13B)
' ... 't cost ($)=%{y}'),
+ {'hovertemplate': ('model=Chronos Hermes (13B)
' ... '=%{marker.size}'),
'legendgroup': 'Chronos Hermes (13B)',
- 'marker': {'color': '#00cc96', 'symbol': 'circle'},
+ 'marker': {'color': '#00cc96', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
'mode': 'markers',
'name': 'Chronos Hermes (13B)',
'orientation': 'v',
@@ -452,9 +452,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'xaxis': 'x',
'y': array([0.516132]),
'yaxis': 'y'},
- {'hovertemplate': ('model=Vicuna v1.5 (7B)
Low ' ... 't cost ($)=%{y}'),
+ {'hovertemplate': ('model=Vicuna v1.5 (7B)
Low ' ... '=%{marker.size}'),
'legendgroup': 'Vicuna v1.5 (7B)',
- 'marker': {'color': '#ab63fa', 'symbol': 'circle'},
+ 'marker': {'color': '#ab63fa', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
'mode': 'markers',
'name': 'Vicuna v1.5 (7B)',
'orientation': 'v',
@@ -464,9 +464,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'xaxis': 'x',
'y': array([0.327728]),
'yaxis': 'y'},
- {'hovertemplate': ('model=LLaMA-2 Chat (7B)
Low' ... 't cost ($)=%{y}'),
+ {'hovertemplate': ('model=LLaMA-2 Chat (7B)
Low' ... '=%{marker.size}'),
'legendgroup': 'LLaMA-2 Chat (7B)',
- 'marker': {'color': '#FFA15A', 'symbol': 'circle'},
+ 'marker': {'color': '#FFA15A', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
'mode': 'markers',
'name': 'LLaMA-2 Chat (7B)',
'orientation': 'v',
@@ -476,9 +476,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'xaxis': 'x',
'y': array([0.334804]),
'yaxis': 'y'},
- {'hovertemplate': ('model=Mistral (7B) Instruct v0' ... 't cost ($)=%{y}'),
+ {'hovertemplate': ('model=Mistral (7B) Instruct v0' ... '=%{marker.size}'),
'legendgroup': 'Mistral (7B) Instruct v0.2 (Together AI)',
- 'marker': {'color': '#19d3f3', 'symbol': 'circle'},
+ 'marker': {'color': '#19d3f3', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
'mode': 'markers',
'name': 'Mistral (7B) Instruct v0.2 (Together AI)',
'orientation': 'v',
@@ -488,9 +488,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'xaxis': 'x',
'y': array([0.669416]),
'yaxis': 'y'},
- {'hovertemplate': ('model=Qwen 1.5 Chat (7B)
Lo' ... 't cost ($)=%{y}'),
+ {'hovertemplate': ('model=Qwen 1.5 Chat (7B)
Lo' ... '=%{marker.size}'),
'legendgroup': 'Qwen 1.5 Chat (7B)',
- 'marker': {'color': '#FF6692', 'symbol': 'circle'},
+ 'marker': {'color': '#FF6692', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
'mode': 'markers',
'name': 'Qwen 1.5 Chat (7B)',
'orientation': 'v',
@@ -500,9 +500,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'xaxis': 'x',
'y': array([0.29456]),
'yaxis': 'y'},
- {'hovertemplate': ('model=Snorkel Mistral PairRM D' ... 't cost ($)=%{y}'),
+ {'hovertemplate': ('model=Snorkel Mistral PairRM D' ... '=%{marker.size}'),
'legendgroup': 'Snorkel Mistral PairRM DPO (7B)',
- 'marker': {'color': '#B6E880', 'symbol': 'circle'},
+ 'marker': {'color': '#B6E880', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
'mode': 'markers',
'name': 'Snorkel Mistral PairRM DPO (7B)',
'orientation': 'v',
@@ -512,9 +512,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'xaxis': 'x',
'y': array([0.600488]),
'yaxis': 'y'},
- {'hovertemplate': ('model=OpenHermes-2.5-Mistral (' ... 't cost ($)=%{y}'),
+ {'hovertemplate': ('model=OpenHermes-2.5-Mistral (' ... '=%{marker.size}'),
'legendgroup': 'OpenHermes-2.5-Mistral (7B)',
- 'marker': {'color': '#FF97FF', 'symbol': 'circle'},
+ 'marker': {'color': '#FF97FF', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
'mode': 'markers',
'name': 'OpenHermes-2.5-Mistral (7B)',
'orientation': 'v',
@@ -524,9 +524,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'xaxis': 'x',
'y': array([0.294596]),
'yaxis': 'y'},
- {'hovertemplate': ('model=Falcon Instruct (7B)
' ... 't cost ($)=%{y}'),
+ {'hovertemplate': ('model=Falcon Instruct (7B)
' ... '=%{marker.size}'),
'legendgroup': 'Falcon Instruct (7B)',
- 'marker': {'color': '#FECB52', 'symbol': 'circle'},
+ 'marker': {'color': '#FECB52', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
'mode': 'markers',
'name': 'Falcon Instruct (7B)',
'orientation': 'v',
@@ -536,9 +536,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'xaxis': 'x',
'y': array([0.247056]),
'yaxis': 'y'},
- {'hovertemplate': ('model=RedPajama-INCITE Chat (7' ... 't cost ($)=%{y}'),
+ {'hovertemplate': ('model=RedPajama-INCITE Chat (7' ... '=%{marker.size}'),
'legendgroup': 'RedPajama-INCITE Chat (7B)',
- 'marker': {'color': '#636efa', 'symbol': 'circle'},
+ 'marker': {'color': '#636efa', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
'mode': 'markers',
'name': 'RedPajama-INCITE Chat (7B)',
'orientation': 'v',
@@ -548,9 +548,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'xaxis': 'x',
'y': array([0.243148]),
'yaxis': 'y'},
- {'hovertemplate': ('model=WizardLM v1.2 (13B)
L' ... 't cost ($)=%{y}'),
+ {'hovertemplate': ('model=WizardLM v1.2 (13B)
L' ... '=%{marker.size}'),
'legendgroup': 'WizardLM v1.2 (13B)',
- 'marker': {'color': '#EF553B', 'symbol': 'circle'},
+ 'marker': {'color': '#EF553B', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
'mode': 'markers',
'name': 'WizardLM v1.2 (13B)',
'orientation': 'v',
@@ -560,41 +560,41 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'xaxis': 'x',
'y': array([0.44616]),
'yaxis': 'y'}],
- 'layout': {'legend': {'title': {'text': 'model'}, 'tracegroupgap': 0},
+ 'layout': {'legend': {'itemsizing': 'constant', 'title': {'text': 'model'}, 'tracegroupgap': 0},
'template': '...',
'title': {'text': 'Scatter plot of low penalty for too long or too short summary and experiment cost ($)'},
'xaxis': {'anchor': 'y',
'domain': [0.0, 1.0],
'title': {'text': 'Low penalty for too long or too short summary'}},
'yaxis': {'anchor': 'x', 'domain': [0.0, 1.0], 'title': {'text': 'Experiment cost ($)'}}}
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+13,96310.0,0.327728,Vicuna v1.5 (7B),1
+14,98330.0,0.33480400000000005,LLaMA-2 Chat (7B),1
+15,83960.0,0.669416,Mistral (7B) Instruct v0.2 (Together AI),1
+16,98330.0,0.29456000000000004,Qwen 1.5 Chat (7B),1
+17,98330.0,0.600488,Snorkel Mistral PairRM DPO (7B),1
+18,98330.0,0.294596,OpenHermes-2.5-Mistral (7B),1
+19,98330.0,0.24705600000000003,Falcon Instruct (7B),1
+20,98330.0,0.24314800000000003,RedPajama-INCITE Chat (7B),1
+21,98330.0,0.44616,WizardLM v1.2 (13B),1
+","{""x"": ""Low penalty
for too long
or too short
summary"", ""y"": ""Experiment cost ($)"", ""color"": ""model"", ""size"": ""dummy_column_for_size"", ""size_max"": 10, ""labels"": {""Low penalty
for too long
or too short
summary"": ""Low penalty for too long or too short summary"", ""Experiment cost ($)"": ""Experiment cost ($)""}, ""title"": ""Scatter plot of low penalty for too long or too short summary and experiment cost ($)""}",scatter
"Figure({
- 'data': [{'hovertemplate': ('model=gpt-3.5-turbo
Fast ex' ... 'y over day=%{y}'),
+ 'data': [{'hovertemplate': ('model=gpt-3.5-turbo
Fast ex' ... '=%{marker.size}'),
'legendgroup': 'gpt-3.5-turbo',
- 'marker': {'color': '#636efa', 'symbol': 'circle'},
+ 'marker': {'color': '#636efa', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
'mode': 'markers',
'name': 'gpt-3.5-turbo',
'orientation': 'v',
@@ -604,9 +604,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'xaxis': 'x',
'y': array([17.22390138]),
'yaxis': 'y'},
- {'hovertemplate': ('model=gpt-4-turbo
Fast exec' ... 'y over day=%{y}'),
+ {'hovertemplate': ('model=gpt-4-turbo
Fast exec' ... '=%{marker.size}'),
'legendgroup': 'gpt-4-turbo',
- 'marker': {'color': '#EF553B', 'symbol': 'circle'},
+ 'marker': {'color': '#EF553B', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
'mode': 'markers',
'name': 'gpt-4-turbo',
'orientation': 'v',
@@ -616,9 +616,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'xaxis': 'x',
'y': array([8.69689813]),
'yaxis': 'y'},
- {'hovertemplate': ('model=gpt-4
Fast execution=' ... 'y over day=%{y}'),
+ {'hovertemplate': ('model=gpt-4
Fast execution=' ... '=%{marker.size}'),
'legendgroup': 'gpt-4',
- 'marker': {'color': '#00cc96', 'symbol': 'circle'},
+ 'marker': {'color': '#00cc96', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
'mode': 'markers',
'name': 'gpt-4',
'orientation': 'v',
@@ -628,9 +628,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'xaxis': 'x',
'y': array([15.42694496]),
'yaxis': 'y'},
- {'hovertemplate': ('model=llama-2-70b-chat
Fast' ... 'y over day=%{y}'),
+ {'hovertemplate': ('model=llama-2-70b-chat
Fast' ... '=%{marker.size}'),
'legendgroup': 'llama-2-70b-chat',
- 'marker': {'color': '#ab63fa', 'symbol': 'circle'},
+ 'marker': {'color': '#ab63fa', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
'mode': 'markers',
'name': 'llama-2-70b-chat',
'orientation': 'v',
@@ -640,9 +640,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'xaxis': 'x',
'y': array([17.83442004]),
'yaxis': 'y'},
- {'hovertemplate': ('model=Mixtral-8x7B-Instruct-v0' ... 'y over day=%{y}'),
+ {'hovertemplate': ('model=Mixtral-8x7B-Instruct-v0' ... '=%{marker.size}'),
'legendgroup': 'Mixtral-8x7B-Instruct-v0.1',
- 'marker': {'color': '#FFA15A', 'symbol': 'circle'},
+ 'marker': {'color': '#FFA15A', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
'mode': 'markers',
'name': 'Mixtral-8x7B-Instruct-v0.1',
'orientation': 'v',
@@ -652,9 +652,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'xaxis': 'x',
'y': array([17.71686818]),
'yaxis': 'y'},
- {'hovertemplate': ('model=zephyr-7b-beta
Fast e' ... 'y over day=%{y}'),
+ {'hovertemplate': ('model=zephyr-7b-beta
Fast e' ... '=%{marker.size}'),
'legendgroup': 'zephyr-7b-beta',
- 'marker': {'color': '#19d3f3', 'symbol': 'circle'},
+ 'marker': {'color': '#19d3f3', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
'mode': 'markers',
'name': 'zephyr-7b-beta',
'orientation': 'v',
@@ -664,9 +664,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'xaxis': 'x',
'y': array([19.27211331]),
'yaxis': 'y'},
- {'hovertemplate': ('model=Mistral-7B-Instruct-v0.2' ... 'y over day=%{y}'),
+ {'hovertemplate': ('model=Mistral-7B-Instruct-v0.2' ... '=%{marker.size}'),
'legendgroup': 'Mistral-7B-Instruct-v0.2',
- 'marker': {'color': '#FF6692', 'symbol': 'circle'},
+ 'marker': {'color': '#FF6692', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
'mode': 'markers',
'name': 'Mistral-7B-Instruct-v0.2',
'orientation': 'v',
@@ -676,9 +676,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'xaxis': 'x',
'y': array([17.94670095]),
'yaxis': 'y'},
- {'hovertemplate': ('model=TinyLlama/TinyLlama-1.1B' ... 'y over day=%{y}'),
+ {'hovertemplate': ('model=TinyLlama/TinyLlama-1.1B' ... '=%{marker.size}'),
'legendgroup': 'TinyLlama/TinyLlama-1.1B-Chat-v1.0',
- 'marker': {'color': '#B6E880', 'symbol': 'circle'},
+ 'marker': {'color': '#B6E880', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
'mode': 'markers',
'name': 'TinyLlama/TinyLlama-1.1B-Chat-v1.0',
'orientation': 'v',
@@ -688,9 +688,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'xaxis': 'x',
'y': array([19.43541115]),
'yaxis': 'y'},
- {'hovertemplate': ('model=gemini-pro
Fast execu' ... 'y over day=%{y}'),
+ {'hovertemplate': ('model=gemini-pro
Fast execu' ... '=%{marker.size}'),
'legendgroup': 'gemini-pro',
- 'marker': {'color': '#FF97FF', 'symbol': 'circle'},
+ 'marker': {'color': '#FF97FF', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
'mode': 'markers',
'name': 'gemini-pro',
'orientation': 'v',
@@ -700,9 +700,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'xaxis': 'x',
'y': array([18.70847999]),
'yaxis': 'y'},
- {'hovertemplate': ('model=chat-bison (PaLM 2)
F' ... 'y over day=%{y}'),
+ {'hovertemplate': ('model=chat-bison (PaLM 2)
F' ... '=%{marker.size}'),
'legendgroup': 'chat-bison (PaLM 2)',
- 'marker': {'color': '#FECB52', 'symbol': 'circle'},
+ 'marker': {'color': '#FECB52', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
'mode': 'markers',
'name': 'chat-bison (PaLM 2)',
'orientation': 'v',
@@ -712,9 +712,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'xaxis': 'x',
'y': array([19.29660647]),
'yaxis': 'y'},
- {'hovertemplate': ('model=chat-bison-32k (PaLM 2 3' ... 'y over day=%{y}'),
+ {'hovertemplate': ('model=chat-bison-32k (PaLM 2 3' ... '=%{marker.size}'),
'legendgroup': 'chat-bison-32k (PaLM 2 32K)',
- 'marker': {'color': '#636efa', 'symbol': 'circle'},
+ 'marker': {'color': '#636efa', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
'mode': 'markers',
'name': 'chat-bison-32k (PaLM 2 32K)',
'orientation': 'v',
@@ -724,9 +724,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'xaxis': 'x',
'y': array([15.23852284]),
'yaxis': 'y'},
- {'hovertemplate': ('model=01-ai Yi Chat (34B)
F' ... 'y over day=%{y}'),
+ {'hovertemplate': ('model=01-ai Yi Chat (34B)
F' ... '=%{marker.size}'),
'legendgroup': '01-ai Yi Chat (34B)',
- 'marker': {'color': '#EF553B', 'symbol': 'circle'},
+ 'marker': {'color': '#EF553B', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
'mode': 'markers',
'name': '01-ai Yi Chat (34B)',
'orientation': 'v',
@@ -736,9 +736,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'xaxis': 'x',
'y': array([15.78767068]),
'yaxis': 'y'},
- {'hovertemplate': ('model=Chronos Hermes (13B)
' ... 'y over day=%{y}'),
+ {'hovertemplate': ('model=Chronos Hermes (13B)
' ... '=%{marker.size}'),
'legendgroup': 'Chronos Hermes (13B)',
- 'marker': {'color': '#00cc96', 'symbol': 'circle'},
+ 'marker': {'color': '#00cc96', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
'mode': 'markers',
'name': 'Chronos Hermes (13B)',
'orientation': 'v',
@@ -748,9 +748,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'xaxis': 'x',
'y': array([9.65144708]),
'yaxis': 'y'},
- {'hovertemplate': ('model=Vicuna v1.5 (7B)
Fast' ... 'y over day=%{y}'),
+ {'hovertemplate': ('model=Vicuna v1.5 (7B)
Fast' ... '=%{marker.size}'),
'legendgroup': 'Vicuna v1.5 (7B)',
- 'marker': {'color': '#ab63fa', 'symbol': 'circle'},
+ 'marker': {'color': '#ab63fa', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
'mode': 'markers',
'name': 'Vicuna v1.5 (7B)',
'orientation': 'v',
@@ -760,9 +760,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'xaxis': 'x',
'y': array([19.14039319]),
'yaxis': 'y'},
- {'hovertemplate': ('model=LLaMA-2 Chat (7B)
Fas' ... 'y over day=%{y}'),
+ {'hovertemplate': ('model=LLaMA-2 Chat (7B)
Fas' ... '=%{marker.size}'),
'legendgroup': 'LLaMA-2 Chat (7B)',
- 'marker': {'color': '#FFA15A', 'symbol': 'circle'},
+ 'marker': {'color': '#FFA15A', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
'mode': 'markers',
'name': 'LLaMA-2 Chat (7B)',
'orientation': 'v',
@@ -772,9 +772,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'xaxis': 'x',
'y': array([17.55515703]),
'yaxis': 'y'},
- {'hovertemplate': ('model=Mistral (7B) Instruct v0' ... 'y over day=%{y}'),
+ {'hovertemplate': ('model=Mistral (7B) Instruct v0' ... '=%{marker.size}'),
'legendgroup': 'Mistral (7B) Instruct v0.2 (Together AI)',
- 'marker': {'color': '#19d3f3', 'symbol': 'circle'},
+ 'marker': {'color': '#19d3f3', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
'mode': 'markers',
'name': 'Mistral (7B) Instruct v0.2 (Together AI)',
'orientation': 'v',
@@ -784,9 +784,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'xaxis': 'x',
'y': array([17.63436564]),
'yaxis': 'y'},
- {'hovertemplate': ('model=Qwen 1.5 Chat (7B)
Fa' ... 'y over day=%{y}'),
+ {'hovertemplate': ('model=Qwen 1.5 Chat (7B)
Fa' ... '=%{marker.size}'),
'legendgroup': 'Qwen 1.5 Chat (7B)',
- 'marker': {'color': '#FF6692', 'symbol': 'circle'},
+ 'marker': {'color': '#FF6692', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
'mode': 'markers',
'name': 'Qwen 1.5 Chat (7B)',
'orientation': 'v',
@@ -796,9 +796,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'xaxis': 'x',
'y': array([19.26970222]),
'yaxis': 'y'},
- {'hovertemplate': ('model=Snorkel Mistral PairRM D' ... 'y over day=%{y}'),
+ {'hovertemplate': ('model=Snorkel Mistral PairRM D' ... '=%{marker.size}'),
'legendgroup': 'Snorkel Mistral PairRM DPO (7B)',
- 'marker': {'color': '#B6E880', 'symbol': 'circle'},
+ 'marker': {'color': '#B6E880', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
'mode': 'markers',
'name': 'Snorkel Mistral PairRM DPO (7B)',
'orientation': 'v',
@@ -808,9 +808,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'xaxis': 'x',
'y': array([0.]),
'yaxis': 'y'},
- {'hovertemplate': ('model=OpenHermes-2.5-Mistral (' ... 'y over day=%{y}'),
+ {'hovertemplate': ('model=OpenHermes-2.5-Mistral (' ... '=%{marker.size}'),
'legendgroup': 'OpenHermes-2.5-Mistral (7B)',
- 'marker': {'color': '#FF97FF', 'symbol': 'circle'},
+ 'marker': {'color': '#FF97FF', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
'mode': 'markers',
'name': 'OpenHermes-2.5-Mistral (7B)',
'orientation': 'v',
@@ -820,9 +820,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'xaxis': 'x',
'y': array([19.0203606]),
'yaxis': 'y'},
- {'hovertemplate': ('model=Falcon Instruct (7B)
' ... 'y over day=%{y}'),
+ {'hovertemplate': ('model=Falcon Instruct (7B)
' ... '=%{marker.size}'),
'legendgroup': 'Falcon Instruct (7B)',
- 'marker': {'color': '#FECB52', 'symbol': 'circle'},
+ 'marker': {'color': '#FECB52', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
'mode': 'markers',
'name': 'Falcon Instruct (7B)',
'orientation': 'v',
@@ -832,9 +832,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'xaxis': 'x',
'y': array([19.08522006]),
'yaxis': 'y'},
- {'hovertemplate': ('model=RedPajama-INCITE Chat (7' ... 'y over day=%{y}'),
+ {'hovertemplate': ('model=RedPajama-INCITE Chat (7' ... '=%{marker.size}'),
'legendgroup': 'RedPajama-INCITE Chat (7B)',
- 'marker': {'color': '#636efa', 'symbol': 'circle'},
+ 'marker': {'color': '#636efa', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
'mode': 'markers',
'name': 'RedPajama-INCITE Chat (7B)',
'orientation': 'v',
@@ -844,9 +844,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'xaxis': 'x',
'y': array([19.09748441]),
'yaxis': 'y'},
- {'hovertemplate': ('model=WizardLM v1.2 (13B)
F' ... 'y over day=%{y}'),
+ {'hovertemplate': ('model=WizardLM v1.2 (13B)
F' ... '=%{marker.size}'),
'legendgroup': 'WizardLM v1.2 (13B)',
- 'marker': {'color': '#EF553B', 'symbol': 'circle'},
+ 'marker': {'color': '#EF553B', 'size': array([1]), 'sizemode': 'area', 'sizeref': 0.01, 'symbol': 'circle'},
'mode': 'markers',
'name': 'WizardLM v1.2 (13B)',
'orientation': 'v',
@@ -856,37 +856,37 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'xaxis': 'x',
'y': array([17.79064969]),
'yaxis': 'y'}],
- 'layout': {'legend': {'title': {'text': 'model'}, 'tracegroupgap': 0},
+ 'layout': {'legend': {'itemsizing': 'constant', 'title': {'text': 'model'}, 'tracegroupgap': 0},
'template': '...',
'title': {'text': 'Scatter plot of fast execution and execution time stability over day'},
'xaxis': {'anchor': 'y', 'domain': [0.0, 1.0], 'title': {'text': 'Fast execution'}},
'yaxis': {'anchor': 'x', 'domain': [0.0, 1.0], 'title': {'text': 'Execution time stability over day'}}}
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Y values are calculated as `max(execution time amplitude of all models) - execution time amplitude of the model`.
- Where execution time amplitude is a difference between highest and lowest execution time during different times of the day.",",Fast execution,Execution time
stability over day,model
-0,19.392984792679464,17.223901375959738,gpt-3.5-turbo
-1,8.252655330834118,8.69689812614095,gpt-4-turbo
-2,9.407074964036749,15.426944956233399,gpt-4
-3,20.060475592368253,17.83442004205526,llama-2-70b-chat
-4,18.89753189754743,17.716868179687317,Mixtral-8x7B-Instruct-v0.1
-5,20.057265543917453,19.27211330706875,zephyr-7b-beta
-6,20.26423942618281,17.94670095000239,Mistral-7B-Instruct-v0.2
-7,21.899101454876945,19.435411147458687,TinyLlama/TinyLlama-1.1B-Chat-v1.0
-8,20.66489137206069,18.708479987663093,gemini-pro
-9,21.025971185833626,19.296606466205738,chat-bison (PaLM 2)
-10,16.9554129145323,15.238522835885423,chat-bison-32k (PaLM 2 32K)
-11,13.471422565294901,15.787670677551302,01-ai Yi Chat (34B)
-12,14.72810437917756,9.651447082807625,Chronos Hermes (13B)
-13,20.113553927420572,19.140393191398612,Vicuna v1.5 (7B)
-14,20.48456022312323,17.5551570250543,LLaMA-2 Chat (7B)
-15,19.982405836980593,17.634365642518677,Mistral (7B) Instruct v0.2 (Together AI)
-16,21.466008740321463,19.269702217288785,Qwen 1.5 Chat (7B)
-17,0.0,0.0,Snorkel Mistral PairRM DPO (7B)
-18,20.82335825075193,19.020360599370097,OpenHermes-2.5-Mistral (7B)
-19,22.424380156620607,19.085220058067698,Falcon Instruct (7B)
-20,21.78396379696579,19.097484405563467,RedPajama-INCITE Chat (7B)
-21,17.962212504627903,17.790649693327275,WizardLM v1.2 (13B)
-","{""x"": ""Fast execution"", ""y"": ""Execution time
stability over day"", ""color"": ""model"", ""labels"": {""Fast execution"": ""Fast execution"", ""Execution time
stability over day"": ""Execution time stability over day""}, ""title"": ""Scatter plot of fast execution and execution time stability over day""}",scatter
+ Where execution time amplitude is a difference between highest and lowest execution time during different times of the day.",",Fast execution,Execution time
stability over day,model,dummy_column_for_size
+0,19.392984792679464,17.223901375959738,gpt-3.5-turbo,1
+1,8.252655330834118,8.69689812614095,gpt-4-turbo,1
+2,9.407074964036749,15.426944956233399,gpt-4,1
+3,20.060475592368253,17.83442004205526,llama-2-70b-chat,1
+4,18.89753189754743,17.716868179687317,Mixtral-8x7B-Instruct-v0.1,1
+5,20.057265543917453,19.27211330706875,zephyr-7b-beta,1
+6,20.26423942618281,17.94670095000239,Mistral-7B-Instruct-v0.2,1
+7,21.899101454876945,19.435411147458687,TinyLlama/TinyLlama-1.1B-Chat-v1.0,1
+8,20.66489137206069,18.708479987663093,gemini-pro,1
+9,21.025971185833626,19.296606466205738,chat-bison (PaLM 2),1
+10,16.9554129145323,15.238522835885423,chat-bison-32k (PaLM 2 32K),1
+11,13.471422565294901,15.787670677551302,01-ai Yi Chat (34B),1
+12,14.72810437917756,9.651447082807625,Chronos Hermes (13B),1
+13,20.113553927420572,19.140393191398612,Vicuna v1.5 (7B),1
+14,20.48456022312323,17.5551570250543,LLaMA-2 Chat (7B),1
+15,19.982405836980593,17.634365642518677,Mistral (7B) Instruct v0.2 (Together AI),1
+16,21.466008740321463,19.269702217288785,Qwen 1.5 Chat (7B),1
+17,0.0,0.0,Snorkel Mistral PairRM DPO (7B),1
+18,20.82335825075193,19.020360599370097,OpenHermes-2.5-Mistral (7B),1
+19,22.424380156620607,19.085220058067698,Falcon Instruct (7B),1
+20,21.78396379696579,19.097484405563467,RedPajama-INCITE Chat (7B),1
+21,17.962212504627903,17.790649693327275,WizardLM v1.2 (13B),1
+","{""x"": ""Fast execution"", ""y"": ""Execution time
stability over day"", ""color"": ""model"", ""size"": ""dummy_column_for_size"", ""size_max"": 10, ""labels"": {""Fast execution"": ""Fast execution"", ""Execution time
stability over day"": ""Execution time stability over day""}, ""title"": ""Scatter plot of fast execution and execution time stability over day""}",scatter
"Figure({
'data': [{'fill': 'toself',
'marker': {'color': [blue, blue, blue, blue, blue, blue, white,
@@ -896,15 +896,15 @@ plot_object,header,plot_json,description,df,arguments,plot_type
0.8586473185913659, 1.0, 0.42881623105867994, 0,
0.2621951219512195],
'theta': [Low price, Fast execution, Execution time
stability
- over day, Fast execution
at best time of day, Similar
-
to original text
using BERT f1
metric, Low
- penalty
for too long
or too short
summary,
- Model size
(unknown), Model context length],
+ over day, Fast execution
at best time of day, Summary
+ text similarity
using BERT F1 metric, Low penalty
+
for too long
or too short
summary, Model size
+
(unknown), Model context length],
'type': 'scatterpolar'}],
'layout': {'polar': {'radialaxis': {'nticks': 8, 'showticklabels': False, 'visible': True}},
'template': '...',
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@@ -1227,15 +1225,15 @@ plot_object,header,plot_json,description,df,arguments,plot_type
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