diff --git "a/data/combined_plots.csv" "b/data/combined_plots.csv"
--- "a/data/combined_plots.csv"
+++ "b/data/combined_plots.csv"
@@ -1,6 +1,6 @@
plot_object,header,plot_json,description,df,arguments,plot_type
"Figure({
- 'data': [{'hovertemplate': ('model=gpt-3.5-turbo
Similar' ... '}
Price=%{y}'),
+ 'data': [{'hovertemplate': ('model=gpt-3.5-turbo
Similar' ... 't cost ($)=%{y}'),
'legendgroup': 'gpt-3.5-turbo',
'marker': {'color': '#636efa', 'symbol': 'circle'},
'mode': 'markers',
@@ -8,11 +8,11 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'orientation': 'v',
'showlegend': True,
'type': 'scatter',
- 'x': array([0.4888874], dtype=float32),
+ 'x': array([0.49331823], dtype=float32),
'xaxis': 'x',
- 'y': array([12.62828]),
+ 'y': array([12.71326]),
'yaxis': 'y'},
- {'hovertemplate': ('model=gpt-4-turbo
Similar t' ... '}
Price=%{y}'),
+ {'hovertemplate': ('model=gpt-4-turbo
Similar t' ... 't cost ($)=%{y}'),
'legendgroup': 'gpt-4-turbo',
'marker': {'color': '#EF553B', 'symbol': 'circle'},
'mode': 'markers',
@@ -20,11 +20,11 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'orientation': 'v',
'showlegend': True,
'type': 'scatter',
- 'x': array([0.42098433], dtype=float32),
+ 'x': array([0.4294052], dtype=float32),
'xaxis': 'x',
- 'y': array([147.2612]),
+ 'y': array([148.3384]),
'yaxis': 'y'},
- {'hovertemplate': ('model=gpt-4
Similar to orig' ... '}
Price=%{y}'),
+ {'hovertemplate': ('model=gpt-4
Similar to orig' ... 't cost ($)=%{y}'),
'legendgroup': 'gpt-4',
'marker': {'color': '#00cc96', 'symbol': 'circle'},
'mode': 'markers',
@@ -32,11 +32,11 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'orientation': 'v',
'showlegend': True,
'type': 'scatter',
- 'x': array([0.47901583], dtype=float32),
+ 'x': array([0.4839312], dtype=float32),
'xaxis': 'x',
- 'y': array([334.914]),
+ 'y': array([337.5798]),
'yaxis': 'y'},
- {'hovertemplate': ('model=llama-2-70b-chat
Simi' ... '}
Price=%{y}'),
+ {'hovertemplate': ('model=llama-2-70b-chat
Simi' ... 't cost ($)=%{y}'),
'legendgroup': 'llama-2-70b-chat',
'marker': {'color': '#ab63fa', 'symbol': 'circle'},
'mode': 'markers',
@@ -44,11 +44,11 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'orientation': 'v',
'showlegend': True,
'type': 'scatter',
- 'x': array([0.21117964], dtype=float32),
+ 'x': array([0.21268094], dtype=float32),
'xaxis': 'x',
- 'y': array([7.677846]),
+ 'y': array([7.74045]),
'yaxis': 'y'},
- {'hovertemplate': ('model=Mixtral-8x7B-Instruct-v0' ... '}
Price=%{y}'),
+ {'hovertemplate': ('model=Mixtral-8x7B-Instruct-v0' ... 't cost ($)=%{y}'),
'legendgroup': 'Mixtral-8x7B-Instruct-v0.1',
'marker': {'color': '#FFA15A', 'symbol': 'circle'},
'mode': 'markers',
@@ -56,11 +56,11 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'orientation': 'v',
'showlegend': True,
'type': 'scatter',
- 'x': array([0.19330867], dtype=float32),
+ 'x': array([0.19449018], dtype=float32),
'xaxis': 'x',
- 'y': array([8.733636]),
+ 'y': array([8.799858]),
'yaxis': 'y'},
- {'hovertemplate': ('model=zephyr-7b-beta
Simila' ... '}
Price=%{y}'),
+ {'hovertemplate': ('model=zephyr-7b-beta
Simila' ... 't cost ($)=%{y}'),
'legendgroup': 'zephyr-7b-beta',
'marker': {'color': '#19d3f3', 'symbol': 'circle'},
'mode': 'markers',
@@ -68,11 +68,11 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'orientation': 'v',
'showlegend': True,
'type': 'scatter',
- 'x': array([0.08394519], dtype=float32),
+ 'x': array([0.08521976], dtype=float32),
'xaxis': 'x',
'y': array([2.15129112]),
'yaxis': 'y'},
- {'hovertemplate': ('model=Mistral-7B-Instruct-v0.2' ... '}
Price=%{y}'),
+ {'hovertemplate': ('model=Mistral-7B-Instruct-v0.2' ... 't cost ($)=%{y}'),
'legendgroup': 'Mistral-7B-Instruct-v0.2',
'marker': {'color': '#FF6692', 'symbol': 'circle'},
'mode': 'markers',
@@ -80,11 +80,11 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'orientation': 'v',
'showlegend': True,
'type': 'scatter',
- 'x': array([0.04313921], dtype=float32),
+ 'x': array([0.04378006], dtype=float32),
'xaxis': 'x',
'y': array([1.17917002]),
'yaxis': 'y'},
- {'hovertemplate': ('model=TinyLlama/TinyLlama-1.1B' ... '}
Price=%{y}'),
+ {'hovertemplate': ('model=TinyLlama/TinyLlama-1.1B' ... 't cost ($)=%{y}'),
'legendgroup': 'TinyLlama/TinyLlama-1.1B-Chat-v1.0',
'marker': {'color': '#B6E880', 'symbol': 'circle'},
'mode': 'markers',
@@ -92,11 +92,11 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'orientation': 'v',
'showlegend': True,
'type': 'scatter',
- 'x': array([0.12042627], dtype=float32),
+ 'x': array([0.12200464], dtype=float32),
'xaxis': 'x',
- 'y': array([0.51391833]),
+ 'y': array([0.52658425]),
'yaxis': 'y'},
- {'hovertemplate': ('model=gemini-pro
Similar to' ... '}
Price=%{y}'),
+ {'hovertemplate': ('model=gemini-pro
Similar to' ... 't cost ($)=%{y}'),
'legendgroup': 'gemini-pro',
'marker': {'color': '#FF97FF', 'symbol': 'circle'},
'mode': 'markers',
@@ -104,11 +104,11 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'orientation': 'v',
'showlegend': True,
'type': 'scatter',
- 'x': array([0.23072062], dtype=float32),
+ 'x': array([0.23199782], dtype=float32),
'xaxis': 'x',
- 'y': array([2.51086]),
+ 'y': array([2.532155]),
'yaxis': 'y'},
- {'hovertemplate': ('model=chat-bison (PaLM 2)
S' ... '}
Price=%{y}'),
+ {'hovertemplate': ('model=chat-bison (PaLM 2)
S' ... 't cost ($)=%{y}'),
'legendgroup': 'chat-bison (PaLM 2)',
'marker': {'color': '#FECB52', 'symbol': 'circle'},
'mode': 'markers',
@@ -116,11 +116,11 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'orientation': 'v',
'showlegend': True,
'type': 'scatter',
- 'x': array([0.23060663], dtype=float32),
+ 'x': array([0.23214735], dtype=float32),
'xaxis': 'x',
- 'y': array([2.38734]),
+ 'y': array([2.396975]),
'yaxis': 'y'},
- {'hovertemplate': ('model=chat-bison-32k (PaLM 2 3' ... '}
Price=%{y}'),
+ {'hovertemplate': ('model=chat-bison-32k (PaLM 2 3' ... 't cost ($)=%{y}'),
'legendgroup': 'chat-bison-32k (PaLM 2 32K)',
'marker': {'color': '#636efa', 'symbol': 'circle'},
'mode': 'markers',
@@ -128,11 +128,11 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'orientation': 'v',
'showlegend': True,
'type': 'scatter',
- 'x': array([0.23002876], dtype=float32),
+ 'x': array([0.2317056], dtype=float32),
'xaxis': 'x',
- 'y': array([2.30356]),
+ 'y': array([2.313195]),
'yaxis': 'y'},
- {'hovertemplate': ('model=01-ai Yi Chat (34B)
S' ... '}
Price=%{y}'),
+ {'hovertemplate': ('model=01-ai Yi Chat (34B)
S' ... 't cost ($)=%{y}'),
'legendgroup': '01-ai Yi Chat (34B)',
'marker': {'color': '#EF553B', 'symbol': 'circle'},
'mode': 'markers',
@@ -140,11 +140,11 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'orientation': 'v',
'showlegend': True,
'type': 'scatter',
- 'x': array([0.3399749], dtype=float32),
+ 'x': array([0.34183535], dtype=float32),
'xaxis': 'x',
- 'y': array([1.202]),
+ 'y': array([1.278448]),
'yaxis': 'y'},
- {'hovertemplate': ('model=Chronos Hermes (13B)
' ... '}
Price=%{y}'),
+ {'hovertemplate': ('model=Chronos Hermes (13B)
' ... 't cost ($)=%{y}'),
'legendgroup': 'Chronos Hermes (13B)',
'marker': {'color': '#00cc96', 'symbol': 'circle'},
'mode': 'markers',
@@ -152,11 +152,11 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'orientation': 'v',
'showlegend': True,
'type': 'scatter',
- 'x': array([0.311415], dtype=float32),
+ 'x': array([0.3150877], dtype=float32),
'xaxis': 'x',
- 'y': array([0.494154]),
+ 'y': array([0.516132]),
'yaxis': 'y'},
- {'hovertemplate': ('model=Vicuna v1.5 (7B)
Simi' ... '}
Price=%{y}'),
+ {'hovertemplate': ('model=Vicuna v1.5 (7B)
Simi' ... 't cost ($)=%{y}'),
'legendgroup': 'Vicuna v1.5 (7B)',
'marker': {'color': '#ab63fa', 'symbol': 'circle'},
'mode': 'markers',
@@ -164,11 +164,11 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'orientation': 'v',
'showlegend': True,
'type': 'scatter',
- 'x': array([0.28129113], dtype=float32),
+ 'x': array([0.2839047], dtype=float32),
'xaxis': 'x',
- 'y': array([0.315096]),
+ 'y': array([0.327728]),
'yaxis': 'y'},
- {'hovertemplate': ('model=LLaMA-2 Chat (7B)
Sim' ... '}
Price=%{y}'),
+ {'hovertemplate': ('model=LLaMA-2 Chat (7B)
Sim' ... 't cost ($)=%{y}'),
'legendgroup': 'LLaMA-2 Chat (7B)',
'marker': {'color': '#FFA15A', 'symbol': 'circle'},
'mode': 'markers',
@@ -176,11 +176,11 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'orientation': 'v',
'showlegend': True,
'type': 'scatter',
- 'x': array([0.31770444], dtype=float32),
+ 'x': array([0.32136682], dtype=float32),
'xaxis': 'x',
- 'y': array([0.320296]),
+ 'y': array([0.334804]),
'yaxis': 'y'},
- {'hovertemplate': ('model=Mistral (7B) Instruct v0' ... '}
Price=%{y}'),
+ {'hovertemplate': ('model=Mistral (7B) Instruct v0' ... 't cost ($)=%{y}'),
'legendgroup': 'Mistral (7B) Instruct v0.2 (Together AI)',
'marker': {'color': '#19d3f3', 'symbol': 'circle'},
'mode': 'markers',
@@ -188,11 +188,11 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'orientation': 'v',
'showlegend': True,
'type': 'scatter',
- 'x': array([0.36540908], dtype=float32),
+ 'x': array([0.36758336], dtype=float32),
'xaxis': 'x',
- 'y': array([0.653696]),
+ 'y': array([0.669416]),
'yaxis': 'y'},
- {'hovertemplate': ('model=Qwen 1.5 Chat (7B)
Si' ... '}
Price=%{y}'),
+ {'hovertemplate': ('model=Qwen 1.5 Chat (7B)
Si' ... 't cost ($)=%{y}'),
'legendgroup': 'Qwen 1.5 Chat (7B)',
'marker': {'color': '#FF6692', 'symbol': 'circle'},
'mode': 'markers',
@@ -200,11 +200,11 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'orientation': 'v',
'showlegend': True,
'type': 'scatter',
- 'x': array([0.344803], dtype=float32),
+ 'x': array([0.34867778], dtype=float32),
'xaxis': 'x',
- 'y': array([0.279584]),
+ 'y': array([0.29456]),
'yaxis': 'y'},
- {'hovertemplate': ('model=Snorkel Mistral PairRM D' ... '}
Price=%{y}'),
+ {'hovertemplate': ('model=Snorkel Mistral PairRM D' ... 't cost ($)=%{y}'),
'legendgroup': 'Snorkel Mistral PairRM DPO (7B)',
'marker': {'color': '#B6E880', 'symbol': 'circle'},
'mode': 'markers',
@@ -212,11 +212,11 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'orientation': 'v',
'showlegend': True,
'type': 'scatter',
- 'x': array([0.3265383], dtype=float32),
+ 'x': array([0.32718164], dtype=float32),
'xaxis': 'x',
- 'y': array([0.569888]),
+ 'y': array([0.600488]),
'yaxis': 'y'},
- {'hovertemplate': ('model=OpenHermes-2.5-Mistral (' ... '}
Price=%{y}'),
+ {'hovertemplate': ('model=OpenHermes-2.5-Mistral (' ... 't cost ($)=%{y}'),
'legendgroup': 'OpenHermes-2.5-Mistral (7B)',
'marker': {'color': '#FF97FF', 'symbol': 'circle'},
'mode': 'markers',
@@ -224,11 +224,11 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'orientation': 'v',
'showlegend': True,
'type': 'scatter',
- 'x': array([0.3565194], dtype=float32),
+ 'x': array([0.36003792], dtype=float32),
'xaxis': 'x',
- 'y': array([0.281288]),
+ 'y': array([0.294596]),
'yaxis': 'y'},
- {'hovertemplate': ('model=Falcon Instruct (7B)
' ... '}
Price=%{y}'),
+ {'hovertemplate': ('model=Falcon Instruct (7B)
' ... 't cost ($)=%{y}'),
'legendgroup': 'Falcon Instruct (7B)',
'marker': {'color': '#FECB52', 'symbol': 'circle'},
'mode': 'markers',
@@ -236,11 +236,11 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'orientation': 'v',
'showlegend': True,
'type': 'scatter',
- 'x': array([0.2615204], dtype=float32),
+ 'x': array([0.29104736], dtype=float32),
'xaxis': 'x',
- 'y': array([0.239348]),
+ 'y': array([0.247056]),
'yaxis': 'y'},
- {'hovertemplate': ('model=RedPajama-INCITE Chat (7' ... '}
Price=%{y}'),
+ {'hovertemplate': ('model=RedPajama-INCITE Chat (7' ... 't cost ($)=%{y}'),
'legendgroup': 'RedPajama-INCITE Chat (7B)',
'marker': {'color': '#636efa', 'symbol': 'circle'},
'mode': 'markers',
@@ -248,11 +248,11 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'orientation': 'v',
'showlegend': True,
'type': 'scatter',
- 'x': array([0.2487217], dtype=float32),
+ 'x': array([0.26768887], dtype=float32),
'xaxis': 'x',
- 'y': array([0.234948]),
+ 'y': array([0.243148]),
'yaxis': 'y'},
- {'hovertemplate': ('model=WizardLM v1.2 (13B)
S' ... '}
Price=%{y}'),
+ {'hovertemplate': ('model=WizardLM v1.2 (13B)
S' ... 't cost ($)=%{y}'),
'legendgroup': 'WizardLM v1.2 (13B)',
'marker': {'color': '#EF553B', 'symbol': 'circle'},
'mode': 'markers',
@@ -260,56 +260,43 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'orientation': 'v',
'showlegend': True,
'type': 'scatter',
- 'x': array([0.33466902], dtype=float32),
+ 'x': array([0.33996373], dtype=float32),
'xaxis': 'x',
- 'y': array([0.41871]),
- 'yaxis': 'y'},
- {'hovertemplate': ('model=Upstage SOLAR Instruct v' ... '}
Price=%{y}'),
- 'legendgroup': 'Upstage SOLAR Instruct v1 (11B)',
- 'marker': {'color': '#00cc96', 'symbol': 'circle'},
- 'mode': 'markers',
- 'name': 'Upstage SOLAR Instruct v1 (11B)',
- 'orientation': 'v',
- 'showlegend': True,
- 'type': 'scatter',
- 'x': array([0.], dtype=float32),
- 'xaxis': 'x',
- 'y': array([0.34041]),
+ 'y': array([0.44616]),
'yaxis': 'y'}],
'layout': {'legend': {'title': {'text': 'model'}, 'tracegroupgap': 0},
'template': '...',
- 'title': {'text': 'Scatter plot of similar to original text using bert f1 metric and price'},
+ 'title': {'text': 'Scatter plot of similar to original text 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'}},
- 'yaxis': {'anchor': 'x', 'domain': [0.0, 1.0], 'title': {'text': 'Price'}}}
-})",Scatter plot of similar to original text using bert f1 metric and price,"{""data"":[{""hovertemplate"":""model=gpt-3.5-turbo\u003cbr\u003eSimilar to original text using BERT f1 metric=%{x}\u003cbr\u003ePrice=%{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"":[0.4888874],""xaxis"":""x"",""y"":[12.62828],""yaxis"":""y"",""type"":""scatter""},{""hovertemplate"":""model=gpt-4-turbo\u003cbr\u003eSimilar to original text using BERT f1 metric=%{x}\u003cbr\u003ePrice=%{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"":[0.42098433],""xaxis"":""x"",""y"":[147.2612],""yaxis"":""y"",""type"":""scatter""},{""hovertemplate"":""model=gpt-4\u003cbr\u003eSimilar to original text using BERT f1 metric=%{x}\u003cbr\u003ePrice=%{y}\u003cextra\u003e\u003c\u002fextra\u003e"",""legendgroup"":""gpt-4"",""marker"":{""color"":""#00cc96"",""symbol"":""circle""},""mode"":""markers"",""name"":""gpt-4"",""orientation"":""v"",""showlegend"":true,""x"":[0.47901583],""xaxis"":""x"",""y"":[334.914],""yaxis"":""y"",""type"":""scatter""},{""hovertemplate"":""model=llama-2-70b-chat\u003cbr\u003eSimilar to original text using BERT f1 metric=%{x}\u003cbr\u003ePrice=%{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"":[0.21117964],""xaxis"":""x"",""y"":[7.677846],""yaxis"":""y"",""type"":""scatter""},{""hovertemplate"":""model=Mixtral-8x7B-Instruct-v0.1\u003cbr\u003eSimilar to original text using BERT f1 metric=%{x}\u003cbr\u003ePrice=%{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"":[0.19330867],""xaxis"":""x"",""y"":[8.733636],""yaxis"":""y"",""type"":""scatter""},{""hovertemplate"":""model=zephyr-7b-beta\u003cbr\u003eSimilar to original text using BERT f1 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using BERT f1
metric,Price,model
-0,0.4888874,12.62828,gpt-3.5-turbo
-1,0.42098433,147.2612,gpt-4-turbo
-2,0.47901583,334.914,gpt-4
-3,0.21117964,7.677846,llama-2-70b-chat
-4,0.19330867,8.733636,Mixtral-8x7B-Instruct-v0.1
-5,0.08394519,2.151291119509273,zephyr-7b-beta
-6,0.04313921,1.1791700225141313,Mistral-7B-Instruct-v0.2
-7,0.12042627,0.5139183259805044,TinyLlama/TinyLlama-1.1B-Chat-v1.0
-8,0.23072062,2.51086,gemini-pro
-9,0.23060663,2.38734,chat-bison (PaLM 2)
-10,0.23002876,2.30356,chat-bison-32k (PaLM 2 32K)
-11,0.3399749,1.2020000000000002,01-ai Yi Chat (34B)
-12,0.311415,0.494154,Chronos Hermes (13B)
-13,0.28129113,0.315096,Vicuna v1.5 (7B)
-14,0.31770444,0.320296,LLaMA-2 Chat (7B)
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-16,0.344803,0.27958400000000005,Qwen 1.5 Chat (7B)
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using BERT f1
metric,Experiment cost ($),model
+0,0.49331823,12.71326,gpt-3.5-turbo
+1,0.4294052,148.3384,gpt-4-turbo
+2,0.4839312,337.5798,gpt-4
+3,0.21268094,7.740450000000001,llama-2-70b-chat
+4,0.19449018,8.799858,Mixtral-8x7B-Instruct-v0.1
+5,0.085219756,2.151291119509273,zephyr-7b-beta
+6,0.04378006,1.1791700225141313,Mistral-7B-Instruct-v0.2
+7,0.12200464,0.526584252913793,TinyLlama/TinyLlama-1.1B-Chat-v1.0
+8,0.23199782,2.532155,gemini-pro
+9,0.23214735,2.396975,chat-bison (PaLM 2)
+10,0.2317056,2.313195,chat-bison-32k (PaLM 2 32K)
+11,0.34183535,1.278448,01-ai Yi Chat (34B)
+12,0.3150877,0.516132,Chronos Hermes (13B)
+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)
+19,0.29104736,0.24705600000000003,Falcon Instruct (7B)
+20,0.26768887,0.24314800000000003,RedPajama-INCITE Chat (7B)
+21,0.33996373,0.44616,WizardLM v1.2 (13B)
+","{""x"": ""Similar
to original text
using BERT f1
metric"", ""y"": ""Experiment cost ($)"", ""color"": ""model"", ""labels"": {""Similar
to original text
using BERT f1
metric"": ""Similar to original text using BERT f1 metric"", ""Experiment cost ($)"": ""Experiment cost ($)""}, ""title"": ""Scatter plot of similar to original text using bert f1 metric and experiment cost ($)""}",scatter
"Figure({
- 'data': [{'hovertemplate': ('model=gpt-3.5-turbo
Low pen' ... '}
Price=%{y}'),
+ 'data': [{'hovertemplate': ('model=gpt-3.5-turbo
Low pen' ... 't cost ($)=%{y}'),
'legendgroup': 'gpt-3.5-turbo',
'marker': {'color': '#636efa', 'symbol': 'circle'},
'mode': 'markers',
@@ -319,9 +306,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'type': 'scatter',
'x': array([23444.]),
'xaxis': 'x',
- 'y': array([12.62828]),
+ 'y': array([12.71326]),
'yaxis': 'y'},
- {'hovertemplate': ('model=gpt-4-turbo
Low penal' ... '}
Price=%{y}'),
+ {'hovertemplate': ('model=gpt-4-turbo
Low penal' ... 't cost ($)=%{y}'),
'legendgroup': 'gpt-4-turbo',
'marker': {'color': '#EF553B', 'symbol': 'circle'},
'mode': 'markers',
@@ -331,9 +318,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'type': 'scatter',
'x': array([28138.]),
'xaxis': 'x',
- 'y': array([147.2612]),
+ 'y': array([148.3384]),
'yaxis': 'y'},
- {'hovertemplate': ('model=gpt-4
Low penalty for' ... '}
Price=%{y}'),
+ {'hovertemplate': ('model=gpt-4
Low penalty for' ... 't cost ($)=%{y}'),
'legendgroup': 'gpt-4',
'marker': {'color': '#00cc96', 'symbol': 'circle'},
'mode': 'markers',
@@ -343,9 +330,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'type': 'scatter',
'x': array([28138.]),
'xaxis': 'x',
- 'y': array([334.914]),
+ 'y': array([337.5798]),
'yaxis': 'y'},
- {'hovertemplate': ('model=llama-2-70b-chat
Low ' ... '}
Price=%{y}'),
+ {'hovertemplate': ('model=llama-2-70b-chat
Low ' ... 't cost ($)=%{y}'),
'legendgroup': 'llama-2-70b-chat',
'marker': {'color': '#ab63fa', 'symbol': 'circle'},
'mode': 'markers',
@@ -355,9 +342,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'type': 'scatter',
'x': array([25250.]),
'xaxis': 'x',
- 'y': array([7.677846]),
+ 'y': array([7.74045]),
'yaxis': 'y'},
- {'hovertemplate': ('model=Mixtral-8x7B-Instruct-v0' ... '}
Price=%{y}'),
+ {'hovertemplate': ('model=Mixtral-8x7B-Instruct-v0' ... 't cost ($)=%{y}'),
'legendgroup': 'Mixtral-8x7B-Instruct-v0.1',
'marker': {'color': '#FFA15A', 'symbol': 'circle'},
'mode': 'markers',
@@ -367,9 +354,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'type': 'scatter',
'x': array([9938.]),
'xaxis': 'x',
- 'y': array([8.733636]),
+ 'y': array([8.799858]),
'yaxis': 'y'},
- {'hovertemplate': ('model=zephyr-7b-beta
Low pe' ... '}
Price=%{y}'),
+ {'hovertemplate': ('model=zephyr-7b-beta
Low pe' ... 't cost ($)=%{y}'),
'legendgroup': 'zephyr-7b-beta',
'marker': {'color': '#19d3f3', 'symbol': 'circle'},
'mode': 'markers',
@@ -381,7 +368,7 @@ 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' ... '}
Price=%{y}'),
+ {'hovertemplate': ('model=Mistral-7B-Instruct-v0.2' ... 't cost ($)=%{y}'),
'legendgroup': 'Mistral-7B-Instruct-v0.2',
'marker': {'color': '#FF6692', 'symbol': 'circle'},
'mode': 'markers',
@@ -393,7 +380,7 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'xaxis': 'x',
'y': array([1.17917002]),
'yaxis': 'y'},
- {'hovertemplate': ('model=TinyLlama/TinyLlama-1.1B' ... '}
Price=%{y}'),
+ {'hovertemplate': ('model=TinyLlama/TinyLlama-1.1B' ... 't cost ($)=%{y}'),
'legendgroup': 'TinyLlama/TinyLlama-1.1B-Chat-v1.0',
'marker': {'color': '#B6E880', 'symbol': 'circle'},
'mode': 'markers',
@@ -403,9 +390,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'type': 'scatter',
'x': array([25558.]),
'xaxis': 'x',
- 'y': array([0.51391833]),
+ 'y': array([0.52658425]),
'yaxis': 'y'},
- {'hovertemplate': ('model=gemini-pro
Low penalt' ... '}
Price=%{y}'),
+ {'hovertemplate': ('model=gemini-pro
Low penalt' ... 't cost ($)=%{y}'),
'legendgroup': 'gemini-pro',
'marker': {'color': '#FF97FF', 'symbol': 'circle'},
'mode': 'markers',
@@ -415,9 +402,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'type': 'scatter',
'x': array([25558.]),
'xaxis': 'x',
- 'y': array([2.51086]),
+ 'y': array([2.532155]),
'yaxis': 'y'},
- {'hovertemplate': ('model=chat-bison (PaLM 2)
L' ... '}
Price=%{y}'),
+ {'hovertemplate': ('model=chat-bison (PaLM 2)
L' ... 't cost ($)=%{y}'),
'legendgroup': 'chat-bison (PaLM 2)',
'marker': {'color': '#FECB52', 'symbol': 'circle'},
'mode': 'markers',
@@ -427,9 +414,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'type': 'scatter',
'x': array([29858.]),
'xaxis': 'x',
- 'y': array([2.38734]),
+ 'y': array([2.396975]),
'yaxis': 'y'},
- {'hovertemplate': ('model=chat-bison-32k (PaLM 2 3' ... '}
Price=%{y}'),
+ {'hovertemplate': ('model=chat-bison-32k (PaLM 2 3' ... 't cost ($)=%{y}'),
'legendgroup': 'chat-bison-32k (PaLM 2 32K)',
'marker': {'color': '#636efa', 'symbol': 'circle'},
'mode': 'markers',
@@ -439,9 +426,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'type': 'scatter',
'x': array([29858.]),
'xaxis': 'x',
- 'y': array([2.30356]),
+ 'y': array([2.313195]),
'yaxis': 'y'},
- {'hovertemplate': ('model=01-ai Yi Chat (34B)
L' ... '}
Price=%{y}'),
+ {'hovertemplate': ('model=01-ai Yi Chat (34B)
L' ... 't cost ($)=%{y}'),
'legendgroup': '01-ai Yi Chat (34B)',
'marker': {'color': '#EF553B', 'symbol': 'circle'},
'mode': 'markers',
@@ -451,9 +438,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'type': 'scatter',
'x': array([98330.]),
'xaxis': 'x',
- 'y': array([1.202]),
+ 'y': array([1.278448]),
'yaxis': 'y'},
- {'hovertemplate': ('model=Chronos Hermes (13B)
' ... '}
Price=%{y}'),
+ {'hovertemplate': ('model=Chronos Hermes (13B)
' ... 't cost ($)=%{y}'),
'legendgroup': 'Chronos Hermes (13B)',
'marker': {'color': '#00cc96', 'symbol': 'circle'},
'mode': 'markers',
@@ -463,9 +450,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'type': 'scatter',
'x': array([98330.]),
'xaxis': 'x',
- 'y': array([0.494154]),
+ 'y': array([0.516132]),
'yaxis': 'y'},
- {'hovertemplate': ('model=Vicuna v1.5 (7B)
Low ' ... '}
Price=%{y}'),
+ {'hovertemplate': ('model=Vicuna v1.5 (7B)
Low ' ... 't cost ($)=%{y}'),
'legendgroup': 'Vicuna v1.5 (7B)',
'marker': {'color': '#ab63fa', 'symbol': 'circle'},
'mode': 'markers',
@@ -475,9 +462,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'type': 'scatter',
'x': array([96310.]),
'xaxis': 'x',
- 'y': array([0.315096]),
+ 'y': array([0.327728]),
'yaxis': 'y'},
- {'hovertemplate': ('model=LLaMA-2 Chat (7B)
Low' ... '}
Price=%{y}'),
+ {'hovertemplate': ('model=LLaMA-2 Chat (7B)
Low' ... 't cost ($)=%{y}'),
'legendgroup': 'LLaMA-2 Chat (7B)',
'marker': {'color': '#FFA15A', 'symbol': 'circle'},
'mode': 'markers',
@@ -487,9 +474,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'type': 'scatter',
'x': array([98330.]),
'xaxis': 'x',
- 'y': array([0.320296]),
+ 'y': array([0.334804]),
'yaxis': 'y'},
- {'hovertemplate': ('model=Mistral (7B) Instruct v0' ... '}
Price=%{y}'),
+ {'hovertemplate': ('model=Mistral (7B) Instruct v0' ... 't cost ($)=%{y}'),
'legendgroup': 'Mistral (7B) Instruct v0.2 (Together AI)',
'marker': {'color': '#19d3f3', 'symbol': 'circle'},
'mode': 'markers',
@@ -499,9 +486,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'type': 'scatter',
'x': array([83960.]),
'xaxis': 'x',
- 'y': array([0.653696]),
+ 'y': array([0.669416]),
'yaxis': 'y'},
- {'hovertemplate': ('model=Qwen 1.5 Chat (7B)
Lo' ... '}
Price=%{y}'),
+ {'hovertemplate': ('model=Qwen 1.5 Chat (7B)
Lo' ... 't cost ($)=%{y}'),
'legendgroup': 'Qwen 1.5 Chat (7B)',
'marker': {'color': '#FF6692', 'symbol': 'circle'},
'mode': 'markers',
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'type': 'scatter',
'x': array([98330.]),
'xaxis': 'x',
- 'y': array([0.279584]),
+ 'y': array([0.29456]),
'yaxis': 'y'},
- {'hovertemplate': ('model=Snorkel Mistral PairRM D' ... '}
Price=%{y}'),
+ {'hovertemplate': ('model=Snorkel Mistral PairRM D' ... 't cost ($)=%{y}'),
'legendgroup': 'Snorkel Mistral PairRM DPO (7B)',
'marker': {'color': '#B6E880', 'symbol': 'circle'},
'mode': 'markers',
@@ -523,9 +510,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'type': 'scatter',
'x': array([98330.]),
'xaxis': 'x',
- 'y': array([0.569888]),
+ 'y': array([0.600488]),
'yaxis': 'y'},
- {'hovertemplate': ('model=OpenHermes-2.5-Mistral (' ... '}
Price=%{y}'),
+ {'hovertemplate': ('model=OpenHermes-2.5-Mistral (' ... 't cost ($)=%{y}'),
'legendgroup': 'OpenHermes-2.5-Mistral (7B)',
'marker': {'color': '#FF97FF', 'symbol': 'circle'},
'mode': 'markers',
@@ -535,9 +522,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'type': 'scatter',
'x': array([98330.]),
'xaxis': 'x',
- 'y': array([0.281288]),
+ 'y': array([0.294596]),
'yaxis': 'y'},
- {'hovertemplate': ('model=Falcon Instruct (7B)
' ... '}
Price=%{y}'),
+ {'hovertemplate': ('model=Falcon Instruct (7B)
' ... 't cost ($)=%{y}'),
'legendgroup': 'Falcon Instruct (7B)',
'marker': {'color': '#FECB52', 'symbol': 'circle'},
'mode': 'markers',
@@ -547,9 +534,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'type': 'scatter',
'x': array([98330.]),
'xaxis': 'x',
- 'y': array([0.239348]),
+ 'y': array([0.247056]),
'yaxis': 'y'},
- {'hovertemplate': ('model=RedPajama-INCITE Chat (7' ... '}
Price=%{y}'),
+ {'hovertemplate': ('model=RedPajama-INCITE Chat (7' ... 't cost ($)=%{y}'),
'legendgroup': 'RedPajama-INCITE Chat (7B)',
'marker': {'color': '#636efa', 'symbol': 'circle'},
'mode': 'markers',
@@ -559,9 +546,9 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'type': 'scatter',
'x': array([98330.]),
'xaxis': 'x',
- 'y': array([0.234948]),
+ 'y': array([0.243148]),
'yaxis': 'y'},
- {'hovertemplate': ('model=WizardLM v1.2 (13B)
L' ... '}
Price=%{y}'),
+ {'hovertemplate': ('model=WizardLM v1.2 (13B)
L' ... 't cost ($)=%{y}'),
'legendgroup': 'WizardLM v1.2 (13B)',
'marker': {'color': '#EF553B', 'symbol': 'circle'},
'mode': 'markers',
@@ -571,52 +558,39 @@ plot_object,header,plot_json,description,df,arguments,plot_type
'type': 'scatter',
'x': array([98330.]),
'xaxis': 'x',
- 'y': array([0.41871]),
- 'yaxis': 'y'},
- {'hovertemplate': ('model=Upstage SOLAR Instruct v' ... '}
Price=%{y}'),
- 'legendgroup': 'Upstage SOLAR Instruct v1 (11B)',
- 'marker': {'color': '#00cc96', 'symbol': 'circle'},
- 'mode': 'markers',
- 'name': 'Upstage SOLAR Instruct v1 (11B)',
- 'orientation': 'v',
- 'showlegend': True,
- 'type': 'scatter',
- 'x': array([98330.]),
- 'xaxis': 'x',
- 'y': array([0.34041]),
+ 'y': array([0.44616]),
'yaxis': 'y'}],
'layout': {'legend': {'title': {'text': 'model'}, 'tracegroupgap': 0},
'template': '...',
- 'title': {'text': 'Scatter plot of low penalty for too long or too short summary and price'},
+ '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': 'Price'}}}
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'orientation': 'v',
'showlegend': True,
'type': 'scatter',
- 'x': array([19.38702152]),
+ 'x': array([18.8975319]),
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+ 'y': array([17.71686818]),
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{'hovertemplate': ('model=zephyr-7b-beta
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'orientation': 'v',
'showlegend': True,
'type': 'scatter',
- 'x': array([20.55800688]),
+ 'x': array([20.05726554]),
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{'hovertemplate': ('model=Mistral-7B-Instruct-v0.2' ... 'y over day=%{y}'),
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'orientation': 'v',
'showlegend': True,
'type': 'scatter',
- 'x': array([20.76498077]),
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'orientation': 'v',
'showlegend': True,
'type': 'scatter',
- 'x': array([22.40227804]),
+ 'x': array([21.89910145]),
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+ 'y': array([19.43541115]),
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{'hovertemplate': ('model=gemini-pro
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'orientation': 'v',
'showlegend': True,
'type': 'scatter',
- 'x': array([21.16239546]),
+ 'x': array([20.66489137]),
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'orientation': 'v',
'showlegend': True,
'type': 'scatter',
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+ 'x': array([21.02597119]),
'xaxis': 'x',
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+ 'y': array([19.29660647]),
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{'hovertemplate': ('model=chat-bison-32k (PaLM 2 3' ... 'y over day=%{y}'),
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'orientation': 'v',
'showlegend': True,
'type': 'scatter',
- 'x': array([17.45615425]),
+ 'x': array([16.95541291]),
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{'hovertemplate': ('model=01-ai Yi Chat (34B)
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'orientation': 'v',
'showlegend': True,
'type': 'scatter',
- 'x': array([14.29057076]),
+ 'x': array([13.47142257]),
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+ 'y': array([15.78767068]),
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{'hovertemplate': ('model=Chronos Hermes (13B)
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'orientation': 'v',
'showlegend': True,
'type': 'scatter',
- 'x': array([15.0391365]),
+ 'x': array([14.72810438]),
'xaxis': 'x',
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{'hovertemplate': ('model=Vicuna v1.5 (7B)
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'orientation': 'v',
'showlegend': True,
'type': 'scatter',
- 'x': array([20.54795394]),
+ 'x': array([20.11355393]),
'xaxis': 'x',
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+ 'y': array([19.14039319]),
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{'hovertemplate': ('model=LLaMA-2 Chat (7B)
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'orientation': 'v',
'showlegend': True,
'type': 'scatter',
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+ 'x': array([20.48456022]),
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'orientation': 'v',
'showlegend': True,
'type': 'scatter',
- 'x': array([20.47488559]),
+ 'x': array([19.98240584]),
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{'hovertemplate': ('model=Qwen 1.5 Chat (7B)
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'orientation': 'v',
'showlegend': True,
'type': 'scatter',
- 'x': array([22.01255664]),
+ 'x': array([21.46600874]),
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+ 'y': array([19.26970222]),
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'xaxis': 'x',
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{'hovertemplate': ('model=OpenHermes-2.5-Mistral (' ... 'y over day=%{y}'),
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'orientation': 'v',
'showlegend': True,
'type': 'scatter',
- 'x': array([21.32434304]),
+ 'x': array([20.82335825]),
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'orientation': 'v',
'showlegend': True,
'type': 'scatter',
- 'x': array([22.9251215]),
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'orientation': 'v',
'showlegend': True,
'type': 'scatter',
- 'x': array([22.25285948]),
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'orientation': 'v',
'showlegend': True,
'type': 'scatter',
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- 'xaxis': 'x',
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