Spaces:
Running
Running
| path,plot_object,description,comment,plot_json | |
| ./html/plots/response_times.html,"Figure({ | |
| 'data': [{'alignmentgroup': 'True', | |
| 'hovertemplate': 'Model=%{x}<br>Execution time (s)=%{y}<extra></extra>', | |
| 'legendgroup': 'Mistral-7B-Instruct-v0.2', | |
| 'marker': {'color': '#636efa', 'pattern': {'shape': ''}}, | |
| 'name': 'Mistral-7B-Instruct-v0.2', | |
| 'offsetgroup': 'Mistral-7B-Instruct-v0.2', | |
| 'orientation': 'v', | |
| 'showlegend': True, | |
| 'textposition': 'auto', | |
| 'type': 'bar', | |
| 'x': array(['Mistral-7B-Instruct-v0.2'], dtype=object), | |
| 'xaxis': 'x', | |
| 'y': array([3.27102681]), | |
| 'yaxis': 'y'}, | |
| {'alignmentgroup': 'True', | |
| 'hovertemplate': 'Model=%{x}<br>Execution time (s)=%{y}<extra></extra>', | |
| 'legendgroup': 'Mixtral-8x7B-Instruct-v0.1', | |
| 'marker': {'color': '#EF553B', 'pattern': {'shape': ''}}, | |
| 'name': 'Mixtral-8x7B-Instruct-v0.1', | |
| 'offsetgroup': 'Mixtral-8x7B-Instruct-v0.1', | |
| 'orientation': 'v', | |
| 'showlegend': True, | |
| 'textposition': 'auto', | |
| 'type': 'bar', | |
| 'x': array(['Mixtral-8x7B-Instruct-v0.1'], dtype=object), | |
| 'xaxis': 'x', | |
| 'y': array([4.69058203]), | |
| 'yaxis': 'y'}, | |
| {'alignmentgroup': 'True', | |
| 'hovertemplate': 'Model=%{x}<br>Execution time (s)=%{y}<extra></extra>', | |
| 'legendgroup': 'TinyLlama/TinyLlama-1.1B-Chat-v1.0', | |
| 'marker': {'color': '#00cc96', 'pattern': {'shape': ''}}, | |
| 'name': 'TinyLlama/TinyLlama-1.1B-Chat-v1.0', | |
| 'offsetgroup': 'TinyLlama/TinyLlama-1.1B-Chat-v1.0', | |
| 'orientation': 'v', | |
| 'showlegend': True, | |
| 'textposition': 'auto', | |
| 'type': 'bar', | |
| 'x': array(['TinyLlama/TinyLlama-1.1B-Chat-v1.0'], dtype=object), | |
| 'xaxis': 'x', | |
| 'y': array([1.79273835]), | |
| 'yaxis': 'y'}, | |
| {'alignmentgroup': 'True', | |
| 'hovertemplate': 'Model=%{x}<br>Execution time (s)=%{y}<extra></extra>', | |
| 'legendgroup': 'chat-bison', | |
| 'marker': {'color': '#ab63fa', 'pattern': {'shape': ''}}, | |
| 'name': 'chat-bison', | |
| 'offsetgroup': 'chat-bison', | |
| 'orientation': 'v', | |
| 'showlegend': True, | |
| 'textposition': 'auto', | |
| 'type': 'bar', | |
| 'x': array(['chat-bison'], dtype=object), | |
| 'xaxis': 'x', | |
| 'y': array([3.89024363]), | |
| 'yaxis': 'y'}, | |
| {'alignmentgroup': 'True', | |
| 'hovertemplate': 'Model=%{x}<br>Execution time (s)=%{y}<extra></extra>', | |
| 'legendgroup': 'chat-bison (PaLM 2)', | |
| 'marker': {'color': '#FFA15A', 'pattern': {'shape': ''}}, | |
| 'name': 'chat-bison (PaLM 2)', | |
| 'offsetgroup': 'chat-bison (PaLM 2)', | |
| 'orientation': 'v', | |
| 'showlegend': True, | |
| 'textposition': 'auto', | |
| 'type': 'bar', | |
| 'x': array(['chat-bison (PaLM 2)'], dtype=object), | |
| 'xaxis': 'x', | |
| 'y': array([2.66830386]), | |
| 'yaxis': 'y'}, | |
| {'alignmentgroup': 'True', | |
| 'hovertemplate': 'Model=%{x}<br>Execution time (s)=%{y}<extra></extra>', | |
| 'legendgroup': 'chat-bison-32k', | |
| 'marker': {'color': '#19d3f3', 'pattern': {'shape': ''}}, | |
| 'name': 'chat-bison-32k', | |
| 'offsetgroup': 'chat-bison-32k', | |
| 'orientation': 'v', | |
| 'showlegend': True, | |
| 'textposition': 'auto', | |
| 'type': 'bar', | |
| 'x': array(['chat-bison-32k'], dtype=object), | |
| 'xaxis': 'x', | |
| 'y': array([4.12817777]), | |
| 'yaxis': 'y'}, | |
| {'alignmentgroup': 'True', | |
| 'hovertemplate': 'Model=%{x}<br>Execution time (s)=%{y}<extra></extra>', | |
| 'legendgroup': 'chat-bison-32k (PaLM 2 32K)', | |
| 'marker': {'color': '#FF6692', 'pattern': {'shape': ''}}, | |
| 'name': 'chat-bison-32k (PaLM 2 32K)', | |
| 'offsetgroup': 'chat-bison-32k (PaLM 2 32K)', | |
| 'orientation': 'v', | |
| 'showlegend': True, | |
| 'textposition': 'auto', | |
| 'type': 'bar', | |
| 'x': array(['chat-bison-32k (PaLM 2 32K)'], dtype=object), | |
| 'xaxis': 'x', | |
| 'y': array([6.73886213]), | |
| 'yaxis': 'y'}, | |
| {'alignmentgroup': 'True', | |
| 'hovertemplate': 'Model=%{x}<br>Execution time (s)=%{y}<extra></extra>', | |
| 'legendgroup': 'gemini-pro', | |
| 'marker': {'color': '#B6E880', 'pattern': {'shape': ''}}, | |
| 'name': 'gemini-pro', | |
| 'offsetgroup': 'gemini-pro', | |
| 'orientation': 'v', | |
| 'showlegend': True, | |
| 'textposition': 'auto', | |
| 'type': 'bar', | |
| 'x': array(['gemini-pro'], dtype=object), | |
| 'xaxis': 'x', | |
| 'y': array([3.03678889]), | |
| 'yaxis': 'y'}, | |
| {'alignmentgroup': 'True', | |
| 'hovertemplate': 'Model=%{x}<br>Execution time (s)=%{y}<extra></extra>', | |
| 'legendgroup': 'gpt-3.5-turbo', | |
| 'marker': {'color': '#FF97FF', 'pattern': {'shape': ''}}, | |
| 'name': 'gpt-3.5-turbo', | |
| 'offsetgroup': 'gpt-3.5-turbo', | |
| 'orientation': 'v', | |
| 'showlegend': True, | |
| 'textposition': 'auto', | |
| 'type': 'bar', | |
| 'x': array(['gpt-3.5-turbo'], dtype=object), | |
| 'xaxis': 'x', | |
| 'y': array([4.29307391]), | |
| 'yaxis': 'y'}, | |
| {'alignmentgroup': 'True', | |
| 'hovertemplate': 'Model=%{x}<br>Execution time (s)=%{y}<extra></extra>', | |
| 'legendgroup': 'gpt-4', | |
| 'marker': {'color': '#FECB52', 'pattern': {'shape': ''}}, | |
| 'name': 'gpt-4', | |
| 'offsetgroup': 'gpt-4', | |
| 'orientation': 'v', | |
| 'showlegend': True, | |
| 'textposition': 'auto', | |
| 'type': 'bar', | |
| 'x': array(['gpt-4'], dtype=object), | |
| 'xaxis': 'x', | |
| 'y': array([14.32373439]), | |
| 'yaxis': 'y'}, | |
| {'alignmentgroup': 'True', | |
| 'hovertemplate': 'Model=%{x}<br>Execution time (s)=%{y}<extra></extra>', | |
| 'legendgroup': 'gpt-4-turbo', | |
| 'marker': {'color': '#636efa', 'pattern': {'shape': ''}}, | |
| 'name': 'gpt-4-turbo', | |
| 'offsetgroup': 'gpt-4-turbo', | |
| 'orientation': 'v', | |
| 'showlegend': True, | |
| 'textposition': 'auto', | |
| 'type': 'bar', | |
| 'x': array(['gpt-4-turbo'], dtype=object), | |
| 'xaxis': 'x', | |
| 'y': array([15.5354884]), | |
| 'yaxis': 'y'}, | |
| {'alignmentgroup': 'True', | |
| 'hovertemplate': 'Model=%{x}<br>Execution time (s)=%{y}<extra></extra>', | |
| 'legendgroup': 'llama-2-70b-chat', | |
| 'marker': {'color': '#EF553B', 'pattern': {'shape': ''}}, | |
| 'name': 'llama-2-70b-chat', | |
| 'offsetgroup': 'llama-2-70b-chat', | |
| 'orientation': 'v', | |
| 'showlegend': True, | |
| 'textposition': 'auto', | |
| 'type': 'bar', | |
| 'x': array(['llama-2-70b-chat'], dtype=object), | |
| 'xaxis': 'x', | |
| 'y': array([3.6742315]), | |
| 'yaxis': 'y'}, | |
| {'alignmentgroup': 'True', | |
| 'hovertemplate': 'Model=%{x}<br>Execution time (s)=%{y}<extra></extra>', | |
| 'legendgroup': 'zephyr-7b-beta', | |
| 'marker': {'color': '#00cc96', 'pattern': {'shape': ''}}, | |
| 'name': 'zephyr-7b-beta', | |
| 'offsetgroup': 'zephyr-7b-beta', | |
| 'orientation': 'v', | |
| 'showlegend': True, | |
| 'textposition': 'auto', | |
| 'type': 'bar', | |
| 'x': array(['zephyr-7b-beta'], dtype=object), | |
| 'xaxis': 'x', | |
| 'y': array([3.44499114]), | |
| 'yaxis': 'y'}], | |
| 'layout': {'barmode': 'relative', | |
| 'legend': {'title': {'text': 'Model'}, 'tracegroupgap': 0}, | |
| 'template': '...', | |
| 'title': {'text': 'Model endpoints response times'}, | |
| 'xaxis': {'anchor': 'y', | |
| 'categoryarray': [Mistral-7B-Instruct-v0.2, | |
| Mixtral-8x7B-Instruct-v0.1, | |
| TinyLlama/TinyLlama-1.1B-Chat-v1.0, | |
| chat-bison, chat-bison (PaLM 2), chat- | |
| bison-32k, chat-bison-32k (PaLM 2 32K), | |
| gemini-pro, gpt-3.5-turbo, gpt-4, | |
| gpt-4-turbo, llama-2-70b-chat, | |
| zephyr-7b-beta], | |
| 'categoryorder': 'array', | |
| 'domain': [0.0, 1.0], | |
| 'title': {'text': 'Model'}}, | |
| 'yaxis': {'anchor': 'x', 'domain': [0.0, 1.0], 'title': {'text': 'Execution time (s)'}}} | |
| })",Model endpoints response times,,"{""data"":[{""alignmentgroup"":""True"",""hovertemplate"":""Model=%{x}\u003cbr\u003eExecution time (s)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e"",""legendgroup"":""Mistral-7B-Instruct-v0.2"",""marker"":{""color"":""#636efa"",""pattern"":{""shape"":""""}},""name"":""Mistral-7B-Instruct-v0.2"",""offsetgroup"":""Mistral-7B-Instruct-v0.2"",""orientation"":""v"",""showlegend"":true,""textposition"":""auto"",""x"":[""Mistral-7B-Instruct-v0.2""],""xaxis"":""x"",""y"":[3.271026806036631],""yaxis"":""y"",""type"":""bar""},{""alignmentgroup"":""True"",""hovertemplate"":""Model=%{x}\u003cbr\u003eExecution time (s)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e"",""legendgroup"":""Mixtral-8x7B-Instruct-v0.1"",""marker"":{""color"":""#EF553B"",""pattern"":{""shape"":""""}},""name"":""Mixtral-8x7B-Instruct-v0.1"",""offsetgroup"":""Mixtral-8x7B-Instruct-v0.1"",""orientation"":""v"",""showlegend"":true,""textposition"":""auto"",""x"":[""Mixtral-8x7B-Instruct-v0.1""],""xaxis"":""x"",""y"":[4.690582027777991],""yaxis"":""y"",""type"":""bar""},{""alignmentgroup"":""True"",""hovertemplate"":""Model=%{x}\u003cbr\u003eExecution time (s)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e"",""legendgroup"":""TinyLlama\u002fTinyLlama-1.1B-Chat-v1.0"",""marker"":{""color"":""#00cc96"",""pattern"":{""shape"":""""}},""name"":""TinyLlama\u002fTinyLlama-1.1B-Chat-v1.0"",""offsetgroup"":""TinyLlama\u002fTinyLlama-1.1B-Chat-v1.0"",""orientation"":""v"",""showlegend"":true,""textposition"":""auto"",""x"":[""TinyLlama\u002fTinyLlama-1.1B-Chat-v1.0""],""xaxis"":""x"",""y"":[1.7927383464436197],""yaxis"":""y"",""type"":""bar""},{""alignmentgroup"":""True"",""hovertemplate"":""Model=%{x}\u003cbr\u003eExecution time (s)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e"",""legendgroup"":""chat-bison"",""marker"":{""color"":""#ab63fa"",""pattern"":{""shape"":""""}},""name"":""chat-bison"",""offsetgroup"":""chat-bison"",""orientation"":""v"",""showlegend"":true,""textposition"":""auto"",""x"":[""chat-bison""],""xaxis"":""x"",""y"":[3.890243631601334],""yaxis"":""y"",""type"":""bar""},{""alignmentgroup"":""True"",""hovertemplate"":""Model=%{x}\u003cbr\u003eExecution time (s)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e"",""legendgroup"":""chat-bison (PaLM 2)"",""marker"":{""color"":""#FFA15A"",""pattern"":{""shape"":""""}},""name"":""chat-bison (PaLM 2)"",""offsetgroup"":""chat-bison (PaLM 2)"",""orientation"":""v"",""showlegend"":true,""textposition"":""auto"",""x"":[""chat-bison (PaLM 2)""],""xaxis"":""x"",""y"":[2.668303858522159],""yaxis"":""y"",""type"":""bar""},{""alignmentgroup"":""True"",""hovertemplate"":""Model=%{x}\u003cbr\u003eExecution time (s)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e"",""legendgroup"":""chat-bison-32k"",""marker"":{""color"":""#19d3f3"",""pattern"":{""shape"":""""}},""name"":""chat-bison-32k"",""offsetgroup"":""chat-bison-32k"",""orientation"":""v"",""showlegend"":true,""textposition"":""auto"",""x"":[""chat-bison-32k""],""xaxis"":""x"",""y"":[4.128177767992019],""yaxis"":""y"",""type"":""bar""},{""alignmentgroup"":""True"",""hovertemplate"":""Model=%{x}\u003cbr\u003eExecution time (s)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e"",""legendgroup"":""chat-bison-32k (PaLM 2 32K)"",""marker"":{""color"":""#FF6692"",""pattern"":{""shape"":""""}},""name"":""chat-bison-32k (PaLM 2 32K)"",""offsetgroup"":""chat-bison-32k (PaLM 2 32K)"",""orientation"":""v"",""showlegend"":true,""textposition"":""auto"",""x"":[""chat-bison-32k (PaLM 2 32K)""],""xaxis"":""x"",""y"":[6.738862129823485],""yaxis"":""y"",""type"":""bar""},{""alignmentgroup"":""True"",""hovertemplate"":""Model=%{x}\u003cbr\u003eExecution time (s)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e"",""legendgroup"":""gemini-pro"",""marker"":{""color"":""#B6E880"",""pattern"":{""shape"":""""}},""name"":""gemini-pro"",""offsetgroup"":""gemini-pro"",""orientation"":""v"",""showlegend"":true,""textposition"":""auto"",""x"":[""gemini-pro""],""xaxis"":""x"",""y"":[3.036788886637026],""yaxis"":""y"",""type"":""bar""},{""alignmentgroup"":""True"",""hovertemplate"":""Model=%{x}\u003cbr\u003eExecution time (s)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e"",""legendgroup"":""gpt-3.5-turbo"",""marker"":{""color"":""#FF97FF"",""pattern"":{""shape"":""""}},""name"":""gpt-3.5-turbo"",""offsetgroup"":""gpt-3.5-turbo"",""orientation"":""v"",""showlegend"":true,""textposition"":""auto"",""x"":[""gpt-3.5-turbo""],""xaxis"":""x"",""y"":[4.293073908173212],""yaxis"":""y"",""type"":""bar""},{""alignmentgroup"":""True"",""hovertemplate"":""Model=%{x}\u003cbr\u003eExecution time (s)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e"",""legendgroup"":""gpt-4"",""marker"":{""color"":""#FECB52"",""pattern"":{""shape"":""""}},""name"":""gpt-4"",""offsetgroup"":""gpt-4"",""orientation"":""v"",""showlegend"":true,""textposition"":""auto"",""x"":[""gpt-4""],""xaxis"":""x"",""y"":[14.323734385105828],""yaxis"":""y"",""type"":""bar""},{""alignmentgroup"":""True"",""hovertemplate"":""Model=%{x}\u003cbr\u003eExecution time (s)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e"",""legendgroup"":""gpt-4-turbo"",""marker"":{""color"":""#636efa"",""pattern"":{""shape"":""""}},""name"":""gpt-4-turbo"",""offsetgroup"":""gpt-4-turbo"",""orientation"":""v"",""showlegend"":true,""textposition"":""auto"",""x"":[""gpt-4-turbo""],""xaxis"":""x"",""y"":[15.535488395149827],""yaxis"":""y"",""type"":""bar""},{""alignmentgroup"":""True"",""hovertemplate"":""Model=%{x}\u003cbr\u003eExecution time (s)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e"",""legendgroup"":""llama-2-70b-chat"",""marker"":{""color"":""#EF553B"",""pattern"":{""shape"":""""}},""name"":""llama-2-70b-chat"",""offsetgroup"":""llama-2-70b-chat"",""orientation"":""v"",""showlegend"":true,""textposition"":""auto"",""x"":[""llama-2-70b-chat""],""xaxis"":""x"",""y"":[3.6742314998615178],""yaxis"":""y"",""type"":""bar""},{""alignmentgroup"":""True"",""hovertemplate"":""Model=%{x}\u003cbr\u003eExecution time (s)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e"",""legendgroup"":""zephyr-7b-beta"",""marker"":{""color"":""#00cc96"",""pattern"":{""shape"":""""}},""name"":""zephyr-7b-beta"",""offsetgroup"":""zephyr-7b-beta"",""orientation"":""v"",""showlegend"":true,""textposition"":""auto"",""x"":[""zephyr-7b-beta""],""xaxis"":""x"",""y"":[3.4449911407752936],""yaxis"":""y"",""type"":""bar""}],""layout"":{""template"":{""data"":{""histogram2dcontour"":[{""type"":""histogram2dcontour"",""colorbar"":{""outlinewidth"":0,""ticks"":""""},""colorscale"":[[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""]]}],""choropleth"":[{""type"":""choropleth"",""colorbar"":{""outlinewidth"":0,""ticks"":""""}}],""histogram2d"":[{""type"":""histogram2d"",""colorbar"":{""outlinewidth"":0,""ticks"":""""},""colorscale"":[[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""]]}],""heatmap"":[{""type"":""heatmap"",""colorbar"":{""outlinewidth"":0,""ticks"":""""},""colorscale"":[[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""]]}],""heatmapgl"":[{""type"":""heatmapgl"",""colorbar"":{""outlinewidth"":0,""ticks"":""""},""colorscale"":[[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""]]}],""contourcarpet"":[{""type"":""contourcarpet"",""colorbar"":{""outlinewidth"":0,""ticks"":""""}}],""contour"":[{""type"":""contour"",""colorbar"":{""outlinewidth"":0,""ticks"":""""},""colorscale"":[[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""]]}],""surface"":[{""type"":""surface"",""colorbar"":{""outlinewidth"":0,""ticks"":""""},""colorscale"":[[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""]]}],""mesh3d"":[{""type"":""mesh3d"",""colorbar"":{""outlinewidth"":0,""ticks"":""""}}],""scatter"":[{""fillpattern"":{""fillmode"":""overlay"",""size"":10,""solidity"":0.2},""type"":""scatter""}],""parcoords"":[{""type"":""parcoords"",""line"":{""colorbar"":{""outlinewidth"":0,""ticks"":""""}}}],""scatterpolargl"":[{""type"":""scatterpolargl"",""marker"":{""colorbar"":{""outlinewidth"":0,""ticks"":""""}}}],""bar"":[{""error_x"":{""color"":""#2a3f5f""},""error_y"":{""color"":""#2a3f5f""},""marker"":{""line"":{""color"":""#E5ECF6"",""width"":0.5},""pattern"":{""fillmode"":""overlay"",""size"":10,""solidity"":0.2}},""type"":""bar""}],""scattergeo"":[{""type"":""scattergeo"",""marker"":{""colorbar"":{""outlinewidth"":0,""ticks"":""""}}}],""scatterpolar"":[{""type"":""scatterpolar"",""marker"":{""colorbar"":{""outlinewidth"":0,""ticks"":""""}}}],""histogram"":[{""marker"":{""pattern"":{""fillmode"":""overlay"",""size"":10,""solidity"":0.2}},""type"":""histogram""}],""scattergl"":[{""type"":""scattergl"",""marker"":{""colorbar"":{""outlinewidth"":0,""ticks"":""""}}}],""scatter3d"":[{""type"":""scatter3d"",""line"":{""colorbar"":{""outlinewidth"":0,""ticks"":""""}},""marker"":{""colorbar"":{""outlinewidth"":0,""ticks"":""""}}}],""scattermapbox"":[{""type"":""scattermapbox"",""marker"":{""colorbar"":{""outlinewidth"":0,""ticks"":""""}}}],""scatterternary"":[{""type"":""scatterternary"",""marker"":{""colorbar"":{""outlinewidth"":0,""ticks"":""""}}}],""scattercarpet"":[{""type"":""scattercarpet"",""marker"":{""colorbar"":{""outlinewidth"":0,""ticks"":""""}}}],""carpet"":[{""aaxis"":{""endlinecolor"":""#2a3f5f"",""gridcolor"":""white"",""linecolor"":""white"",""minorgridcolor"":""white"",""startlinecolor"":""#2a3f5f""},""baxis"":{""endlinecolor"":""#2a3f5f"",""gridcolor"":""white"",""linecolor"":""white"",""minorgridcolor"":""white"",""startlinecolor"":""#2a3f5f""},""type"":""carpet""}],""table"":[{""cells"":{""fill"":{""color"":""#EBF0F8""},""line"":{""color"":""white""}},""header"":{""fill"":{""color"":""#C8D4E3""},""line"":{""color"":""white""}},""type"":""table""}],""barpolar"":[{""marker"":{""line"":{""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"":""Model""},""categoryorder"":""array"",""categoryarray"":[""Mistral-7B-Instruct-v0.2"",""Mixtral-8x7B-Instruct-v0.1"",""TinyLlama\u002fTinyLlama-1.1B-Chat-v1.0"",""chat-bison"",""chat-bison (PaLM 2)"",""chat-bison-32k"",""chat-bison-32k (PaLM 2 32K)"",""gemini-pro"",""gpt-3.5-turbo"",""gpt-4"",""gpt-4-turbo"",""llama-2-70b-chat"",""zephyr-7b-beta""]},""yaxis"":{""anchor"":""x"",""domain"":[0.0,1.0],""title"":{""text"":""Execution time (s)""}},""legend"":{""title"":{""text"":""Model""},""tracegroupgap"":0},""title"":{""text"":""Model endpoints response times""},""barmode"":""relative""}}" | |
| ./html/plots/execution_costs.html,"Figure({ | |
| 'data': [{'alignmentgroup': 'True', | |
| 'hovertemplate': 'Model=%{x}<br>Execution cost ($)=%{y}<extra></extra>', | |
| 'legendgroup': 'gpt-3.5-turbo', | |
| 'marker': {'color': '#636efa', 'pattern': {'shape': ''}}, | |
| 'name': 'gpt-3.5-turbo', | |
| 'offsetgroup': 'gpt-3.5-turbo', | |
| 'orientation': 'v', | |
| 'showlegend': True, | |
| 'textposition': 'auto', | |
| 'type': 'bar', | |
| 'x': array(['gpt-3.5-turbo'], dtype=object), | |
| 'xaxis': 'x', | |
| 'y': array([0.041]), | |
| 'yaxis': 'y'}, | |
| {'alignmentgroup': 'True', | |
| 'hovertemplate': 'Model=%{x}<br>Execution cost ($)=%{y}<extra></extra>', | |
| 'legendgroup': 'gpt-4-turbo', | |
| 'marker': {'color': '#EF553B', 'pattern': {'shape': ''}}, | |
| 'name': 'gpt-4-turbo', | |
| 'offsetgroup': 'gpt-4-turbo', | |
| 'orientation': 'v', | |
| 'showlegend': True, | |
| 'textposition': 'auto', | |
| 'type': 'bar', | |
| 'x': array(['gpt-4-turbo'], dtype=object), | |
| 'xaxis': 'x', | |
| 'y': array([0.5018]), | |
| 'yaxis': 'y'}, | |
| {'alignmentgroup': 'True', | |
| 'hovertemplate': 'Model=%{x}<br>Execution cost ($)=%{y}<extra></extra>', | |
| 'legendgroup': 'gpt-4', | |
| 'marker': {'color': '#00cc96', 'pattern': {'shape': ''}}, | |
| 'name': 'gpt-4', | |
| 'offsetgroup': 'gpt-4', | |
| 'orientation': 'v', | |
| 'showlegend': True, | |
| 'textposition': 'auto', | |
| 'type': 'bar', | |
| 'x': array(['gpt-4'], dtype=object), | |
| 'xaxis': 'x', | |
| 'y': array([1.2624]), | |
| 'yaxis': 'y'}, | |
| {'alignmentgroup': 'True', | |
| 'hovertemplate': 'Model=%{x}<br>Execution cost ($)=%{y}<extra></extra>', | |
| 'legendgroup': 'llama-2-70b-chat', | |
| 'marker': {'color': '#ab63fa', 'pattern': {'shape': ''}}, | |
| 'name': 'llama-2-70b-chat', | |
| 'offsetgroup': 'llama-2-70b-chat', | |
| 'orientation': 'v', | |
| 'showlegend': True, | |
| 'textposition': 'auto', | |
| 'type': 'bar', | |
| 'x': array(['llama-2-70b-chat'], dtype=object), | |
| 'xaxis': 'x', | |
| 'y': array([0.062568]), | |
| 'yaxis': 'y'}, | |
| {'alignmentgroup': 'True', | |
| 'hovertemplate': 'Model=%{x}<br>Execution cost ($)=%{y}<extra></extra>', | |
| 'legendgroup': 'Mixtral-8x7B-Instruct-v0.1', | |
| 'marker': {'color': '#FFA15A', 'pattern': {'shape': ''}}, | |
| 'name': 'Mixtral-8x7B-Instruct-v0.1', | |
| 'offsetgroup': 'Mixtral-8x7B-Instruct-v0.1', | |
| 'orientation': 'v', | |
| 'showlegend': True, | |
| 'textposition': 'auto', | |
| 'type': 'bar', | |
| 'x': array(['Mixtral-8x7B-Instruct-v0.1'], dtype=object), | |
| 'xaxis': 'x', | |
| 'y': array([0.072612]), | |
| 'yaxis': 'y'}, | |
| {'alignmentgroup': 'True', | |
| 'hovertemplate': 'Model=%{x}<br>Execution cost ($)=%{y}<extra></extra>', | |
| 'legendgroup': 'zephyr-7b-beta', | |
| 'marker': {'color': '#19d3f3', 'pattern': {'shape': ''}}, | |
| 'name': 'zephyr-7b-beta', | |
| 'offsetgroup': 'zephyr-7b-beta', | |
| 'orientation': 'v', | |
| 'showlegend': True, | |
| 'textposition': 'auto', | |
| 'type': 'bar', | |
| 'x': array(['zephyr-7b-beta'], dtype=object), | |
| 'xaxis': 'x', | |
| 'y': array([0.05180257]), | |
| 'yaxis': 'y'}, | |
| {'alignmentgroup': 'True', | |
| 'hovertemplate': 'Model=%{x}<br>Execution cost ($)=%{y}<extra></extra>', | |
| 'legendgroup': 'Mistral-7B-Instruct-v0.2', | |
| 'marker': {'color': '#FF6692', 'pattern': {'shape': ''}}, | |
| 'name': 'Mistral-7B-Instruct-v0.2', | |
| 'offsetgroup': 'Mistral-7B-Instruct-v0.2', | |
| 'orientation': 'v', | |
| 'showlegend': True, | |
| 'textposition': 'auto', | |
| 'type': 'bar', | |
| 'x': array(['Mistral-7B-Instruct-v0.2'], dtype=object), | |
| 'xaxis': 'x', | |
| 'y': array([0.05200691]), | |
| 'yaxis': 'y'}, | |
| {'alignmentgroup': 'True', | |
| 'hovertemplate': 'Model=%{x}<br>Execution cost ($)=%{y}<extra></extra>', | |
| 'legendgroup': 'TinyLlama/TinyLlama-1.1B-Chat-v1.0', | |
| 'marker': {'color': '#B6E880', 'pattern': {'shape': ''}}, | |
| 'name': 'TinyLlama/TinyLlama-1.1B-Chat-v1.0', | |
| 'offsetgroup': 'TinyLlama/TinyLlama-1.1B-Chat-v1.0', | |
| 'orientation': 'v', | |
| 'showlegend': True, | |
| 'textposition': 'auto', | |
| 'type': 'bar', | |
| 'x': array(['TinyLlama/TinyLlama-1.1B-Chat-v1.0'], dtype=object), | |
| 'xaxis': 'x', | |
| 'y': array([0.01634787]), | |
| 'yaxis': 'y'}, | |
| {'alignmentgroup': 'True', | |
| 'hovertemplate': 'Model=%{x}<br>Execution cost ($)=%{y}<extra></extra>', | |
| 'legendgroup': 'gemini-pro', | |
| 'marker': {'color': '#FF97FF', 'pattern': {'shape': ''}}, | |
| 'name': 'gemini-pro', | |
| 'offsetgroup': 'gemini-pro', | |
| 'orientation': 'v', | |
| 'showlegend': True, | |
| 'textposition': 'auto', | |
| 'type': 'bar', | |
| 'x': array(['gemini-pro'], dtype=object), | |
| 'xaxis': 'x', | |
| 'y': array([0.01052]), | |
| 'yaxis': 'y'}, | |
| {'alignmentgroup': 'True', | |
| 'hovertemplate': 'Model=%{x}<br>Execution cost ($)=%{y}<extra></extra>', | |
| 'legendgroup': 'chat-bison (PaLM 2)', | |
| 'marker': {'color': '#FECB52', 'pattern': {'shape': ''}}, | |
| 'name': 'chat-bison (PaLM 2)', | |
| 'offsetgroup': 'chat-bison (PaLM 2)', | |
| 'orientation': 'v', | |
| 'showlegend': True, | |
| 'textposition': 'auto', | |
| 'type': 'bar', | |
| 'x': array(['chat-bison (PaLM 2)'], dtype=object), | |
| 'xaxis': 'x', | |
| 'y': array([0.01309]), | |
| 'yaxis': 'y'}, | |
| {'alignmentgroup': 'True', | |
| 'hovertemplate': 'Model=%{x}<br>Execution cost ($)=%{y}<extra></extra>', | |
| 'legendgroup': 'chat-bison-32k (PaLM 2 32K)', | |
| 'marker': {'color': '#636efa', 'pattern': {'shape': ''}}, | |
| 'name': 'chat-bison-32k (PaLM 2 32K)', | |
| 'offsetgroup': 'chat-bison-32k (PaLM 2 32K)', | |
| 'orientation': 'v', | |
| 'showlegend': True, | |
| 'textposition': 'auto', | |
| 'type': 'bar', | |
| 'x': array(['chat-bison-32k (PaLM 2 32K)'], dtype=object), | |
| 'xaxis': 'x', | |
| 'y': array([0.01304]), | |
| 'yaxis': 'y'}], | |
| 'layout': {'barmode': 'relative', | |
| 'legend': {'title': {'text': 'Model'}, 'tracegroupgap': 0}, | |
| 'template': '...', | |
| 'title': {'text': 'Costs of execution of 800 test queries per model'}, | |
| 'xaxis': {'anchor': 'y', 'domain': [0.0, 1.0], 'title': {'text': 'Model'}}, | |
| 'yaxis': {'anchor': 'x', 'domain': [0.0, 1.0], 'title': {'text': 'Execution cost ($)'}}} | |
| })",Costs of execution of 800 test queries per model,Note that pause and resume time cost was not included in the cost calculation for the models billed hourly. Also although Gemini-Pro model is free for under 60 queries per minute we calculated the full cost for generating the tokens.,"{""data"":[{""alignmentgroup"":""True"",""hovertemplate"":""Model=%{x}\u003cbr\u003eExecution cost ($)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e"",""legendgroup"":""gpt-3.5-turbo"",""marker"":{""color"":""#636efa"",""pattern"":{""shape"":""""}},""name"":""gpt-3.5-turbo"",""offsetgroup"":""gpt-3.5-turbo"",""orientation"":""v"",""showlegend"":true,""textposition"":""auto"",""x"":[""gpt-3.5-turbo""],""xaxis"":""x"",""y"":[0.041],""yaxis"":""y"",""type"":""bar""},{""alignmentgroup"":""True"",""hovertemplate"":""Model=%{x}\u003cbr\u003eExecution cost ($)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e"",""legendgroup"":""gpt-4-turbo"",""marker"":{""color"":""#EF553B"",""pattern"":{""shape"":""""}},""name"":""gpt-4-turbo"",""offsetgroup"":""gpt-4-turbo"",""orientation"":""v"",""showlegend"":true,""textposition"":""auto"",""x"":[""gpt-4-turbo""],""xaxis"":""x"",""y"":[0.5018],""yaxis"":""y"",""type"":""bar""},{""alignmentgroup"":""True"",""hovertemplate"":""Model=%{x}\u003cbr\u003eExecution cost ($)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e"",""legendgroup"":""gpt-4"",""marker"":{""color"":""#00cc96"",""pattern"":{""shape"":""""}},""name"":""gpt-4"",""offsetgroup"":""gpt-4"",""orientation"":""v"",""showlegend"":true,""textposition"":""auto"",""x"":[""gpt-4""],""xaxis"":""x"",""y"":[1.2624],""yaxis"":""y"",""type"":""bar""},{""alignmentgroup"":""True"",""hovertemplate"":""Model=%{x}\u003cbr\u003eExecution cost ($)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e"",""legendgroup"":""llama-2-70b-chat"",""marker"":{""color"":""#ab63fa"",""pattern"":{""shape"":""""}},""name"":""llama-2-70b-chat"",""offsetgroup"":""llama-2-70b-chat"",""orientation"":""v"",""showlegend"":true,""textposition"":""auto"",""x"":[""llama-2-70b-chat""],""xaxis"":""x"",""y"":[0.062568],""yaxis"":""y"",""type"":""bar""},{""alignmentgroup"":""True"",""hovertemplate"":""Model=%{x}\u003cbr\u003eExecution cost ($)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e"",""legendgroup"":""Mixtral-8x7B-Instruct-v0.1"",""marker"":{""color"":""#FFA15A"",""pattern"":{""shape"":""""}},""name"":""Mixtral-8x7B-Instruct-v0.1"",""offsetgroup"":""Mixtral-8x7B-Instruct-v0.1"",""orientation"":""v"",""showlegend"":true,""textposition"":""auto"",""x"":[""Mixtral-8x7B-Instruct-v0.1""],""xaxis"":""x"",""y"":[0.07261200000000001],""yaxis"":""y"",""type"":""bar""},{""alignmentgroup"":""True"",""hovertemplate"":""Model=%{x}\u003cbr\u003eExecution cost ($)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e"",""legendgroup"":""zephyr-7b-beta"",""marker"":{""color"":""#19d3f3"",""pattern"":{""shape"":""""}},""name"":""zephyr-7b-beta"",""offsetgroup"":""zephyr-7b-beta"",""orientation"":""v"",""showlegend"":true,""textposition"":""auto"",""x"":[""zephyr-7b-beta""],""xaxis"":""x"",""y"":[0.05180256798532274],""yaxis"":""y"",""type"":""bar""},{""alignmentgroup"":""True"",""hovertemplate"":""Model=%{x}\u003cbr\u003eExecution cost ($)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e"",""legendgroup"":""Mistral-7B-Instruct-v0.2"",""marker"":{""color"":""#FF6692"",""pattern"":{""shape"":""""}},""name"":""Mistral-7B-Instruct-v0.2"",""offsetgroup"":""Mistral-7B-Instruct-v0.2"",""orientation"":""v"",""showlegend"":true,""textposition"":""auto"",""x"":[""Mistral-7B-Instruct-v0.2""],""xaxis"":""x"",""y"":[0.052006909343931415],""yaxis"":""y"",""type"":""bar""},{""alignmentgroup"":""True"",""hovertemplate"":""Model=%{x}\u003cbr\u003eExecution cost ($)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e"",""legendgroup"":""TinyLlama\u002fTinyLlama-1.1B-Chat-v1.0"",""marker"":{""color"":""#B6E880"",""pattern"":{""shape"":""""}},""name"":""TinyLlama\u002fTinyLlama-1.1B-Chat-v1.0"",""offsetgroup"":""TinyLlama\u002fTinyLlama-1.1B-Chat-v1.0"",""orientation"":""v"",""showlegend"":true,""textposition"":""auto"",""x"":[""TinyLlama\u002fTinyLlama-1.1B-Chat-v1.0""],""xaxis"":""x"",""y"":[0.016347871700922646],""yaxis"":""y"",""type"":""bar""},{""alignmentgroup"":""True"",""hovertemplate"":""Model=%{x}\u003cbr\u003eExecution cost ($)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e"",""legendgroup"":""gemini-pro"",""marker"":{""color"":""#FF97FF"",""pattern"":{""shape"":""""}},""name"":""gemini-pro"",""offsetgroup"":""gemini-pro"",""orientation"":""v"",""showlegend"":true,""textposition"":""auto"",""x"":[""gemini-pro""],""xaxis"":""x"",""y"":[0.01052],""yaxis"":""y"",""type"":""bar""},{""alignmentgroup"":""True"",""hovertemplate"":""Model=%{x}\u003cbr\u003eExecution cost ($)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e"",""legendgroup"":""chat-bison (PaLM 2)"",""marker"":{""color"":""#FECB52"",""pattern"":{""shape"":""""}},""name"":""chat-bison (PaLM 2)"",""offsetgroup"":""chat-bison (PaLM 2)"",""orientation"":""v"",""showlegend"":true,""textposition"":""auto"",""x"":[""chat-bison (PaLM 2)""],""xaxis"":""x"",""y"":[0.013090000000000001],""yaxis"":""y"",""type"":""bar""},{""alignmentgroup"":""True"",""hovertemplate"":""Model=%{x}\u003cbr\u003eExecution cost ($)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e"",""legendgroup"":""chat-bison-32k (PaLM 2 32K)"",""marker"":{""color"":""#636efa"",""pattern"":{""shape"":""""}},""name"":""chat-bison-32k (PaLM 2 32K)"",""offsetgroup"":""chat-bison-32k (PaLM 2 32K)"",""orientation"":""v"",""showlegend"":true,""textposition"":""auto"",""x"":[""chat-bison-32k (PaLM 2 32K)""],""xaxis"":""x"",""y"":[0.01304],""yaxis"":""y"",""type"":""bar""}],""layout"":{""template"":{""data"":{""histogram2dcontour"":[{""type"":""histogram2dcontour"",""colorbar"":{""outlinewidth"":0,""ticks"":""""},""colorscale"":[[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""]]}],""choropleth"":[{""type"":""choropleth"",""colorbar"":{""outlinewidth"":0,""ticks"":""""}}],""histogram2d"":[{""type"":""histogram2d"",""colorbar"":{""outlinewidth"":0,""ticks"":""""},""colorscale"":[[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""]]}],""heatmap"":[{""type"":""heatmap"",""colorbar"":{""outlinewidth"":0,""ticks"":""""},""colorscale"":[[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""]]}],""heatmapgl"":[{""type"":""heatmapgl"",""colorbar"":{""outlinewidth"":0,""ticks"":""""},""colorscale"":[[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""]]}],""contourcarpet"":[{""type"":""contourcarpet"",""colorbar"":{""outlinewidth"":0,""ticks"":""""}}],""contour"":[{""type"":""contour"",""colorbar"":{""outlinewidth"":0,""ticks"":""""},""colorscale"":[[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""]]}],""surface"":[{""type"":""surface"",""colorbar"":{""outlinewidth"":0,""ticks"":""""},""colorscale"":[[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""]]}],""mesh3d"":[{""type"":""mesh3d"",""colorbar"":{""outlinewidth"":0,""ticks"":""""}}],""scatter"":[{""fillpattern"":{""fillmode"":""overlay"",""size"":10,""solidity"":0.2},""type"":""scatter""}],""parcoords"":[{""type"":""parcoords"",""line"":{""colorbar"":{""outlinewidth"":0,""ticks"":""""}}}],""scatterpolargl"":[{""type"":""scatterpolargl"",""marker"":{""colorbar"":{""outlinewidth"":0,""ticks"":""""}}}],""bar"":[{""error_x"":{""color"":""#2a3f5f""},""error_y"":{""color"":""#2a3f5f""},""marker"":{""line"":{""color"":""#E5ECF6"",""width"":0.5},""pattern"":{""fillmode"":""overlay"",""size"":10,""solidity"":0.2}},""type"":""bar""}],""scattergeo"":[{""type"":""scattergeo"",""marker"":{""colorbar"":{""outlinewidth"":0,""ticks"":""""}}}],""scatterpolar"":[{""type"":""scatterpolar"",""marker"":{""colorbar"":{""outlinewidth"":0,""ticks"":""""}}}],""histogram"":[{""marker"":{""pattern"":{""fillmode"":""overlay"",""size"":10,""solidity"":0.2}},""type"":""histogram""}],""scattergl"":[{""type"":""scattergl"",""marker"":{""colorbar"":{""outlinewidth"":0,""ticks"":""""}}}],""scatter3d"":[{""type"":""scatter3d"",""line"":{""colorbar"":{""outlinewidth"":0,""ticks"":""""}},""marker"":{""colorbar"":{""outlinewidth"":0,""ticks"":""""}}}],""scattermapbox"":[{""type"":""scattermapbox"",""marker"":{""colorbar"":{""outlinewidth"":0,""ticks"":""""}}}],""scatterternary"":[{""type"":""scatterternary"",""marker"":{""colorbar"":{""outlinewidth"":0,""ticks"":""""}}}],""scattercarpet"":[{""type"":""scattercarpet"",""marker"":{""colorbar"":{""outlinewidth"":0,""ticks"":""""}}}],""carpet"":[{""aaxis"":{""endlinecolor"":""#2a3f5f"",""gridcolor"":""white"",""linecolor"":""white"",""minorgridcolor"":""white"",""startlinecolor"":""#2a3f5f""},""baxis"":{""endlinecolor"":""#2a3f5f"",""gridcolor"":""white"",""linecolor"":""white"",""minorgridcolor"":""white"",""startlinecolor"":""#2a3f5f""},""type"":""carpet""}],""table"":[{""cells"":{""fill"":{""color"":""#EBF0F8""},""line"":{""color"":""white""}},""header"":{""fill"":{""color"":""#C8D4E3""},""line"":{""color"":""white""}},""type"":""table""}],""barpolar"":[{""marker"":{""line"":{""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"":""Model""}},""yaxis"":{""anchor"":""x"",""domain"":[0.0,1.0],""title"":{""text"":""Execution cost ($)""}},""legend"":{""title"":{""text"":""Model""},""tracegroupgap"":0},""title"":{""text"":""Costs of execution of 800 test queries per model""},""barmode"":""relative""}}" | |
| ./html/plots/model_sizes.html,"Figure({ | |
| 'data': [{'alignmentgroup': 'True', | |
| 'hovertemplate': 'Model=%{x}<br>Model size (B params)=%{y}<extra></extra>', | |
| 'legendgroup': 'llama-2-70b-chat', | |
| 'marker': {'color': '#636efa', 'pattern': {'shape': ''}}, | |
| 'name': 'llama-2-70b-chat', | |
| 'offsetgroup': 'llama-2-70b-chat', | |
| 'orientation': 'v', | |
| 'showlegend': True, | |
| 'textposition': 'auto', | |
| 'type': 'bar', | |
| 'x': array(['llama-2-70b-chat'], dtype=object), | |
| 'xaxis': 'x', | |
| 'y': array([70.]), | |
| 'yaxis': 'y'}, | |
| {'alignmentgroup': 'True', | |
| 'hovertemplate': 'Model=%{x}<br>Model size (B params)=%{y}<extra></extra>', | |
| 'legendgroup': 'Mixtral-8x7B-Instruct-v0.1', | |
| 'marker': {'color': '#EF553B', 'pattern': {'shape': ''}}, | |
| 'name': 'Mixtral-8x7B-Instruct-v0.1', | |
| 'offsetgroup': 'Mixtral-8x7B-Instruct-v0.1', | |
| 'orientation': 'v', | |
| 'showlegend': True, | |
| 'textposition': 'auto', | |
| 'type': 'bar', | |
| 'x': array(['Mixtral-8x7B-Instruct-v0.1'], dtype=object), | |
| 'xaxis': 'x', | |
| 'y': array([56.]), | |
| 'yaxis': 'y'}, | |
| {'alignmentgroup': 'True', | |
| 'hovertemplate': 'Model=%{x}<br>Model size (B params)=%{y}<extra></extra>', | |
| 'legendgroup': 'zephyr-7b-beta', | |
| 'marker': {'color': '#00cc96', 'pattern': {'shape': ''}}, | |
| 'name': 'zephyr-7b-beta', | |
| 'offsetgroup': 'zephyr-7b-beta', | |
| 'orientation': 'v', | |
| 'showlegend': True, | |
| 'textposition': 'auto', | |
| 'type': 'bar', | |
| 'x': array(['zephyr-7b-beta'], dtype=object), | |
| 'xaxis': 'x', | |
| 'y': array([7.]), | |
| 'yaxis': 'y'}, | |
| {'alignmentgroup': 'True', | |
| 'hovertemplate': 'Model=%{x}<br>Model size (B params)=%{y}<extra></extra>', | |
| 'legendgroup': 'Mistral-7B-Instruct-v0.2', | |
| 'marker': {'color': '#ab63fa', 'pattern': {'shape': ''}}, | |
| 'name': 'Mistral-7B-Instruct-v0.2', | |
| 'offsetgroup': 'Mistral-7B-Instruct-v0.2', | |
| 'orientation': 'v', | |
| 'showlegend': True, | |
| 'textposition': 'auto', | |
| 'type': 'bar', | |
| 'x': array(['Mistral-7B-Instruct-v0.2'], dtype=object), | |
| 'xaxis': 'x', | |
| 'y': array([7.]), | |
| 'yaxis': 'y'}, | |
| {'alignmentgroup': 'True', | |
| 'hovertemplate': 'Model=%{x}<br>Model size (B params)=%{y}<extra></extra>', | |
| 'legendgroup': 'TinyLlama/TinyLlama-1.1B-Chat-v1.0', | |
| 'marker': {'color': '#FFA15A', 'pattern': {'shape': ''}}, | |
| 'name': 'TinyLlama/TinyLlama-1.1B-Chat-v1.0', | |
| 'offsetgroup': 'TinyLlama/TinyLlama-1.1B-Chat-v1.0', | |
| 'orientation': 'v', | |
| 'showlegend': True, | |
| 'textposition': 'auto', | |
| 'type': 'bar', | |
| 'x': array(['TinyLlama/TinyLlama-1.1B-Chat-v1.0'], dtype=object), | |
| 'xaxis': 'x', | |
| 'y': array([1.1]), | |
| 'yaxis': 'y'}], | |
| 'layout': {'barmode': 'relative', | |
| 'legend': {'title': {'text': 'Model'}, 'tracegroupgap': 0}, | |
| 'template': '...', | |
| 'title': {'text': 'Model sizes in billions of parameters'}, | |
| 'xaxis': {'anchor': 'y', 'domain': [0.0, 1.0], 'title': {'text': 'Model'}}, | |
| 'yaxis': {'anchor': 'x', 'domain': [0.0, 1.0], 'title': {'text': 'Model size (B params)'}}} | |
| })",Model sizes in billions of parameters,Note that some models have undisclosed sizes.,"{""data"":[{""alignmentgroup"":""True"",""hovertemplate"":""Model=%{x}\u003cbr\u003eModel size (B params)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e"",""legendgroup"":""llama-2-70b-chat"",""marker"":{""color"":""#636efa"",""pattern"":{""shape"":""""}},""name"":""llama-2-70b-chat"",""offsetgroup"":""llama-2-70b-chat"",""orientation"":""v"",""showlegend"":true,""textposition"":""auto"",""x"":[""llama-2-70b-chat""],""xaxis"":""x"",""y"":[70.0],""yaxis"":""y"",""type"":""bar""},{""alignmentgroup"":""True"",""hovertemplate"":""Model=%{x}\u003cbr\u003eModel size (B params)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e"",""legendgroup"":""Mixtral-8x7B-Instruct-v0.1"",""marker"":{""color"":""#EF553B"",""pattern"":{""shape"":""""}},""name"":""Mixtral-8x7B-Instruct-v0.1"",""offsetgroup"":""Mixtral-8x7B-Instruct-v0.1"",""orientation"":""v"",""showlegend"":true,""textposition"":""auto"",""x"":[""Mixtral-8x7B-Instruct-v0.1""],""xaxis"":""x"",""y"":[56.0],""yaxis"":""y"",""type"":""bar""},{""alignmentgroup"":""True"",""hovertemplate"":""Model=%{x}\u003cbr\u003eModel size (B params)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e"",""legendgroup"":""zephyr-7b-beta"",""marker"":{""color"":""#00cc96"",""pattern"":{""shape"":""""}},""name"":""zephyr-7b-beta"",""offsetgroup"":""zephyr-7b-beta"",""orientation"":""v"",""showlegend"":true,""textposition"":""auto"",""x"":[""zephyr-7b-beta""],""xaxis"":""x"",""y"":[7.0],""yaxis"":""y"",""type"":""bar""},{""alignmentgroup"":""True"",""hovertemplate"":""Model=%{x}\u003cbr\u003eModel size (B params)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e"",""legendgroup"":""Mistral-7B-Instruct-v0.2"",""marker"":{""color"":""#ab63fa"",""pattern"":{""shape"":""""}},""name"":""Mistral-7B-Instruct-v0.2"",""offsetgroup"":""Mistral-7B-Instruct-v0.2"",""orientation"":""v"",""showlegend"":true,""textposition"":""auto"",""x"":[""Mistral-7B-Instruct-v0.2""],""xaxis"":""x"",""y"":[7.0],""yaxis"":""y"",""type"":""bar""},{""alignmentgroup"":""True"",""hovertemplate"":""Model=%{x}\u003cbr\u003eModel size (B params)=%{y}\u003cextra\u003e\u003c\u002fextra\u003e"",""legendgroup"":""TinyLlama\u002fTinyLlama-1.1B-Chat-v1.0"",""marker"":{""color"":""#FFA15A"",""pattern"":{""shape"":""""}},""name"":""TinyLlama\u002fTinyLlama-1.1B-Chat-v1.0"",""offsetgroup"":""TinyLlama\u002fTinyLlama-1.1B-Chat-v1.0"",""orientation"":""v"",""showlegend"":true,""textposition"":""auto"",""x"":[""TinyLlama\u002fTinyLlama-1.1B-Chat-v1.0""],""xaxis"":""x"",""y"":[1.1],""yaxis"":""y"",""type"":""bar""}],""layout"":{""template"":{""data"":{""histogram2dcontour"":[{""type"":""histogram2dcontour"",""colorbar"":{""outlinewidth"":0,""ticks"":""""},""colorscale"":[[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""]]}],""choropleth"":[{""type"":""choropleth"",""colorbar"":{""outlinewidth"":0,""ticks"":""""}}],""histogram2d"":[{""type"":""histogram2d"",""colorbar"":{""outlinewidth"":0,""ticks"":""""},""colorscale"":[[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""]]}],""heatmap"":[{""type"":""heatmap"",""colorbar"":{""outlinewidth"":0,""ticks"":""""},""colorscale"":[[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""]]}],""heatmapgl"":[{""type"":""heatmapgl"",""colorbar"":{""outlinewidth"":0,""ticks"":""""},""colorscale"":[[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""]]}],""contourcarpet"":[{""type"":""contourcarpet"",""colorbar"":{""outlinewidth"":0,""ticks"":""""}}],""contour"":[{""type"":""contour"",""colorbar"":{""outlinewidth"":0,""ticks"":""""},""colorscale"":[[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""]]}],""surface"":[{""type"":""surface"",""colorbar"":{""outlinewidth"":0,""ticks"":""""},""colorscale"":[[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""]]}],""mesh3d"":[{""type"":""mesh3d"",""colorbar"":{""outlinewidth"":0,""ticks"":""""}}],""scatter"":[{""fillpattern"":{""fillmode"":""overlay"",""size"":10,""solidity"":0.2},""type"":""scatter""}],""parcoords"":[{""type"":""parcoords"",""line"":{""colorbar"":{""outlinewidth"":0,""ticks"":""""}}}],""scatterpolargl"":[{""type"":""scatterpolargl"",""marker"":{""colorbar"":{""outlinewidth"":0,""ticks"":""""}}}],""bar"":[{""error_x"":{""color"":""#2a3f5f""},""error_y"":{""color"":""#2a3f5f""},""marker"":{""line"":{""color"":""#E5ECF6"",""width"":0.5},""pattern"":{""fillmode"":""overlay"",""size"":10,""solidity"":0.2}},""type"":""bar""}],""scattergeo"":[{""type"":""scattergeo"",""marker"":{""colorbar"":{""outlinewidth"":0,""ticks"":""""}}}],""scatterpolar"":[{""type"":""scatterpolar"",""marker"":{""colorbar"":{""outlinewidth"":0,""ticks"":""""}}}],""histogram"":[{""marker"":{""pattern"":{""fillmode"":""overlay"",""size"":10,""solidity"":0.2}},""type"":""histogram""}],""scattergl"":[{""type"":""scattergl"",""marker"":{""colorbar"":{""outlinewidth"":0,""ticks"":""""}}}],""scatter3d"":[{""type"":""scatter3d"",""line"":{""colorbar"":{""outlinewidth"":0,""ticks"":""""}},""marker"":{""colorbar"":{""outlinewidth"":0,""ticks"":""""}}}],""scattermapbox"":[{""type"":""scattermapbox"",""marker"":{""colorbar"":{""outlinewidth"":0,""ticks"":""""}}}],""scatterternary"":[{""type"":""scatterternary"",""marker"":{""colorbar"":{""outlinewidth"":0,""ticks"":""""}}}],""scattercarpet"":[{""type"":""scattercarpet"",""marker"":{""colorbar"":{""outlinewidth"":0,""ticks"":""""}}}],""carpet"":[{""aaxis"":{""endlinecolor"":""#2a3f5f"",""gridcolor"":""white"",""linecolor"":""white"",""minorgridcolor"":""white"",""startlinecolor"":""#2a3f5f""},""baxis"":{""endlinecolor"":""#2a3f5f"",""gridcolor"":""white"",""linecolor"":""white"",""minorgridcolor"":""white"",""startlinecolor"":""#2a3f5f""},""type"":""carpet""}],""table"":[{""cells"":{""fill"":{""color"":""#EBF0F8""},""line"":{""color"":""white""}},""header"":{""fill"":{""color"":""#C8D4E3""},""line"":{""color"":""white""}},""type"":""table""}],""barpolar"":[{""marker"":{""line"":{""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"":""Model""}},""yaxis"":{""anchor"":""x"",""domain"":[0.0,1.0],""title"":{""text"":""Model size (B params)""}},""legend"":{""title"":{""text"":""Model""},""tracegroupgap"":0},""title"":{""text"":""Model sizes in billions of parameters""},""barmode"":""relative""}}" | |