piotr-szleg-bards-ai commited on
Commit
882f119
·
1 Parent(s): ab58251

2024-02-08 10:44:23 Publish script update

Browse files
Files changed (2) hide show
  1. data/general_plots.csv +12 -12
  2. data/output_plots.csv +0 -0
data/general_plots.csv CHANGED
@@ -215,7 +215,7 @@ It is also important to note that we used litellm python library for all of the
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  'textposition': 'auto',
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  'xaxis': 'x',
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  'y': array(['gpt-3.5-turbo'], dtype=object),
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  'yaxis': 'y'},
@@ -229,7 +229,7 @@ It is also important to note that we used litellm python library for all of the
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  'showlegend': True,
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  'textposition': 'auto',
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- 'x': array([2.9468]),
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  'xaxis': 'x',
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  'y': array(['gpt-4-turbo'], dtype=object),
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  'yaxis': 'y'},
@@ -243,7 +243,7 @@ It is also important to note that we used litellm python library for all of the
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  'showlegend': True,
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  'textposition': 'auto',
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- 'x': array([6.342]),
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  'xaxis': 'x',
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  'y': array(['gpt-4'], dtype=object),
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  'yaxis': 'y'},
@@ -257,7 +257,7 @@ It is also important to note that we used litellm python library for all of the
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  'showlegend': True,
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  'textposition': 'auto',
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  'xaxis': 'x',
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  'y': array(['llama-2-70b-chat'], dtype=object),
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  'yaxis': 'y'},
@@ -271,7 +271,7 @@ It is also important to note that we used litellm python library for all of the
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  'showlegend': True,
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  'textposition': 'auto',
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- 'x': array([0.12708]),
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  'xaxis': 'x',
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  'y': array(['Mixtral-8x7B-Instruct-v0.1'], dtype=object),
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  'yaxis': 'y'},
@@ -285,7 +285,7 @@ It is also important to note that we used litellm python library for all of the
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  'showlegend': True,
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  'textposition': 'auto',
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- 'x': array([0.04109804]),
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  'xaxis': 'x',
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  'y': array(['zephyr-7b-beta'], dtype=object),
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  'yaxis': 'y'},
@@ -299,7 +299,7 @@ It is also important to note that we used litellm python library for all of the
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  'showlegend': True,
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  'textposition': 'auto',
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- 'x': array([0.10571385]),
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  'xaxis': 'x',
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  'y': array(['Mistral-7B-Instruct-v0.2'], dtype=object),
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  'yaxis': 'y'},
@@ -313,7 +313,7 @@ It is also important to note that we used litellm python library for all of the
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  'showlegend': True,
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- 'x': array([0.00933233]),
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  'y': array(['TinyLlama/TinyLlama-1.1B-Chat-v1.0'], dtype=object),
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@@ -327,7 +327,7 @@ It is also important to note that we used litellm python library for all of the
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  'showlegend': True,
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  'xaxis': 'x',
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  'y': array(['gemini-pro'], dtype=object),
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  'yaxis': 'y'},
@@ -341,7 +341,7 @@ It is also important to note that we used litellm python library for all of the
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  'showlegend': True,
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  'textposition': 'auto',
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- 'x': array([0.04731]),
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  'xaxis': 'x',
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  'y': array(['chat-bison (PaLM 2)'], dtype=object),
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  'yaxis': 'y'},
@@ -355,7 +355,7 @@ It is also important to note that we used litellm python library for all of the
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  'showlegend': True,
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  'textposition': 'auto',
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- 'x': array([0.04454]),
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  'xaxis': 'x',
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  'y': array(['chat-bison-32k (PaLM 2 32K)'], dtype=object),
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@@ -369,7 +369,7 @@ It is also important to note that we used litellm python library for all of the
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  Note that pause and resume time cost was not included in the cost calculation for the models billed hourly.
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+ 'x': array([2.5988]),
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  'xaxis': 'x',
234
  'y': array(['gpt-4-turbo'], dtype=object),
235
  'yaxis': 'y'},
 
243
  'showlegend': True,
244
  'textposition': 'auto',
245
  'type': 'bar',
246
+ 'x': array([5.8344]),
247
  'xaxis': 'x',
248
  'y': array(['gpt-4'], dtype=object),
249
  'yaxis': 'y'},
 
257
  'showlegend': True,
258
  'textposition': 'auto',
259
  'type': 'bar',
260
+ 'x': array([0.184464]),
261
  'xaxis': 'x',
262
  'y': array(['llama-2-70b-chat'], dtype=object),
263
  'yaxis': 'y'},
 
271
  'showlegend': True,
272
  'textposition': 'auto',
273
  'type': 'bar',
274
+ 'x': array([0.143622]),
275
  'xaxis': 'x',
276
  'y': array(['Mixtral-8x7B-Instruct-v0.1'], dtype=object),
277
  'yaxis': 'y'},
 
285
  'showlegend': True,
286
  'textposition': 'auto',
287
  'type': 'bar',
288
+ 'x': array([0.15650749]),
289
  'xaxis': 'x',
290
  'y': array(['zephyr-7b-beta'], dtype=object),
291
  'yaxis': 'y'},
 
299
  'showlegend': True,
300
  'textposition': 'auto',
301
  'type': 'bar',
302
+ 'x': array([0.08633046]),
303
  'xaxis': 'x',
304
  'y': array(['Mistral-7B-Instruct-v0.2'], dtype=object),
305
  'yaxis': 'y'},
 
313
  'showlegend': True,
314
  'textposition': 'auto',
315
  'type': 'bar',
316
+ 'x': array([0.02132704]),
317
  'xaxis': 'x',
318
  'y': array(['TinyLlama/TinyLlama-1.1B-Chat-v1.0'], dtype=object),
319
  'yaxis': 'y'},
 
327
  'showlegend': True,
328
  'textposition': 'auto',
329
  'type': 'bar',
330
+ 'x': array([0.05781]),
331
  'xaxis': 'x',
332
  'y': array(['gemini-pro'], dtype=object),
333
  'yaxis': 'y'},
 
341
  'showlegend': True,
342
  'textposition': 'auto',
343
  'type': 'bar',
344
+ 'x': array([0.05291]),
345
  'xaxis': 'x',
346
  'y': array(['chat-bison (PaLM 2)'], dtype=object),
347
  'yaxis': 'y'},
 
355
  'showlegend': True,
356
  'textposition': 'auto',
357
  'type': 'bar',
358
+ 'x': array([0.04954]),
359
  'xaxis': 'x',
360
  'y': array(['chat-bison-32k (PaLM 2 32K)'], dtype=object),
361
  'yaxis': 'y'}],
 
369
 
370
  Note that pause and resume time cost was not included in the cost calculation for the models billed hourly.
371
 
372
+ 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=%{y}\u003cbr\u003eExecution cost ($)=%{x}\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"":""h"",""showlegend"":true,""textposition"":""auto"",""x"":[0.23604],""xaxis"":""x"",""y"":[""gpt-3.5-turbo""],""yaxis"":""y"",""type"":""bar""},{""alignmentgroup"":""True"",""hovertemplate"":""Model=%{y}\u003cbr\u003eExecution cost 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373
  ./html/plots/model_sizes.html,"Figure({
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  'data': [{'alignmentgroup': 'True',
375
  'hovertemplate': 'Model=%{y}<br>Model size (B params)=%{x}<extra></extra>',
data/output_plots.csv CHANGED
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