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Unverified Commit 84275504 authored by Cyrus Leung's avatar Cyrus Leung Committed by GitHub
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[CI/Build] Update pixtral tests to use JSON (#8436)

parent 3f79bc3d
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Showing with 42 additions and 18 deletions
pyproject.toml
View file @ 84275504
......@@ -76,7 +76,7 @@ exclude = [
[tool.codespell]
ignore-words-list = "dout, te, indicies, subtile"
skip = "./tests/prompts,./benchmarks/sonnet.txt,./tests/lora/data,./build"
skip = "./tests/models/fixtures,./tests/prompts,./benchmarks/sonnet.txt,./tests/lora/data,./build"
[tool.isort]
use_parentheses = true
......
tests/models/fixtures/pixtral_chat.json 0 → 100644
View file @ 84275504
[[[1784, 3937, 6122, 1261, 7244, 10575, 18970, 1408, 1261, 32656, 4691, 1046, 2], "The image shows a black dog sitting on a wooden surface.", [{"1784": {"logprob": -0.11687260121107101, "rank": 1, "decoded_token": "The"}, "4380": {"logprob": -2.366872549057007, "rank": 2, "decoded_token": "This"}, "1049": {"logprob": -4.741872787475586, "rank": 3, "decoded_token": "1"}, "117991": {"logprob": -5.991872787475586, "rank": 4, "decoded_token": "Certain"}, "1785": {"logprob": -5.991872787475586, "rank": 5, "decoded_token": "In"}}, {"3937": {"logprob": -0.28887900710105896, "rank": 1, "decoded_token": " image"}, "2158": {"logprob": -1.4138790369033813, "rank": 2, "decoded_token": " first"}, "3977": {"logprob": -5.788878917694092, "rank": 3, "decoded_token": " top"}, "7244": {"logprob": -6.163878917694092, "rank": 4, "decoded_token": " black"}, "8061": {"logprob": -6.788878917694092, "rank": 5, "decoded_token": " images"}}, {"6122": {"logprob": -0.9653709530830383, "rank": 1, "decoded_token": " shows"}, "51948": {"logprob": -1.4653708934783936, "rank": 2, "decoded_token": " depicts"}, "6971": {"logprob": -1.4653708934783936, "rank": 3, "decoded_token": " features"}, "25981": {"logprob": -2.8403708934783936, "rank": 4, "decoded_token": " displays"}, "8688": {"logprob": -2.8403708934783936, "rank": 5, "decoded_token": " contains"}}, {"1261": {"logprob": -0.003059827256947756, "rank": 1, "decoded_token": " a"}, "1420": {"logprob": -6.2530598640441895, "rank": 2, "decoded_token": " an"}, "2295": {"logprob": -7.8780598640441895, "rank": 3, "decoded_token": " two"}, "2342": {"logprob": -7.8780598640441895, "rank": 4, "decoded_token": " only"}, "1278": {"logprob": -8.628059387207031, "rank": 5, "decoded_token": " the"}}, {"7244": {"logprob": -0.17616479098796844, "rank": 1, "decoded_token": " black"}, "6231": {"logprob": -2.3011648654937744, "rank": 2, "decoded_token": " close"}, "4249": {"logprob": -3.4261648654937744, "rank": 3, "decoded_token": " single"}, "4329": {"logprob": -5.113664627075195, "rank": 4, "decoded_token": " large"}, "10575": {"logprob": -5.176164627075195, "rank": 5, "decoded_token": " dog"}}, {"10575": {"logprob": -0.10940006375312805, "rank": 1, "decoded_token": " dog"}, "116572": {"logprob": -2.4844000339508057, "rank": 2, "decoded_token": " puppy"}, "119075": {"logprob": -4.109400272369385, "rank": 3, "decoded_token": " Labrador"}, "15812": {"logprob": -7.296900272369385, "rank": 4, "decoded_token": " Lab"}, "7990": {"logprob": -7.421900272369385, "rank": 5, "decoded_token": " cat"}}, {"18970": {"logprob": -0.8322296738624573, "rank": 1, "decoded_token": " sitting"}, "1454": {"logprob": -1.5822296142578125, "rank": 2, "decoded_token": " with"}, "28528": {"logprob": -1.9572296142578125, "rank": 3, "decoded_token": " lying"}, "7283": {"logprob": -2.2072296142578125, "rank": 4, "decoded_token": " looking"}, "15866": {"logprob": -3.0197296142578125, "rank": 5, "decoded_token": " standing"}}, {"1408": {"logprob": -0.08769982308149338, "rank": 1, "decoded_token": " on"}, "1321": {"logprob": -3.7126998901367188, "rank": 2, "decoded_token": " and"}, "3675": {"logprob": -3.9626998901367188, "rank": 3, "decoded_token": " against"}, "41132": {"logprob": -4.587699890136719, "rank": 4, "decoded_token": " attent"}, "1454": {"logprob": -5.087699890136719, "rank": 5, "decoded_token": " with"}}, {"1261": {"logprob": -0.5400654673576355, "rank": 1, "decoded_token": " a"}, "32656": {"logprob": -0.9150654673576355, "rank": 2, "decoded_token": " wooden"}, "3977": {"logprob": -5.415065288543701, "rank": 3, "decoded_token": " top"}, "12603": {"logprob": -5.540065288543701, "rank": 4, "decoded_token": " wood"}, "44130": {"logprob": -6.290065288543701, "rank": 5, "decoded_token": " rust"}}, {"32656": {"logprob": -0.02516966126859188, "rank": 1, "decoded_token": " wooden"}, "44130": {"logprob": -4.400169849395752, "rank": 2, "decoded_token": " rust"}, "12603": {"logprob": -5.275169849395752, "rank": 3, "decoded_token": " wood"}, "3403": {"logprob": -5.525169849395752, "rank": 4, "decoded_token": " text"}, "17253": {"logprob": -6.962669849395752, "rank": 5, "decoded_token": " weather"}}, {"4691": {"logprob": -0.7264319658279419, "rank": 1, "decoded_token": " surface"}, "11237": {"logprob": -0.8514319658279419, "rank": 2, "decoded_token": " floor"}, "7042": {"logprob": -2.6014318466186523, "rank": 3, "decoded_token": " background"}, "28984": {"logprob": -5.226431846618652, "rank": 4, "decoded_token": " deck"}, "1615": {"logprob": -5.726431846618652, "rank": 5, "decoded_token": " pl"}}, {"1046": {"logprob": -0.4668232202529907, "rank": 1, "decoded_token": "."}, "1044": {"logprob": -1.9668232202529907, "rank": 2, "decoded_token": ","}, "1321": {"logprob": -2.466823101043701, "rank": 3, "decoded_token": " and"}, "7283": {"logprob": -2.716823101043701, "rank": 4, "decoded_token": " looking"}, "1454": {"logprob": -2.716823101043701, "rank": 5, "decoded_token": " with"}}, {"2": {"logprob": -0.002247072057798505, "rank": 1, "decoded_token": "</s>"}, "1531": {"logprob": -6.627246856689453, "rank": 2, "decoded_token": " The"}, "1032": {"logprob": -7.127246856689453, "rank": 3, "decoded_token": " "}, "3730": {"logprob": -9.877246856689453, "rank": 4, "decoded_token": " There"}, "1256": {"logprob": -11.127246856689453, "rank": 5, "decoded_token": " "}}]], [[1049, 1046, 1349, 7244, 10575, 1454, 2327, 94766, 32961, 53048, 41132, 3923, 1408, 1261, 32656, 4691, 1626, 1050, 1046, 1349, 15375, 24361, 4521, 1454, 122203, 27469, 94973, 2425, 1261, 16152, 1121, 21283, 1046, 2], "1. A black dog with floppy ears sits attentively on a wooden surface.\n2. A vast mountain range with rugged peaks stretches under a cloudy sky.", [{"1049": {"logprob": -0.42824622988700867, "rank": 1, "decoded_token": "1"}, "1045": {"logprob": -1.553246259689331, "rank": 2, "decoded_token": "-"}, "1065": {"logprob": -2.428246259689331, "rank": 3, "decoded_token": "A"}, "1784": {"logprob": -4.053246021270752, "rank": 4, "decoded_token": "The"}, "69957": {"logprob": -4.428246021270752, "rank": 5, "decoded_token": "Sure"}}, {"1046": {"logprob": -1.9788545614574105e-05, "rank": 1, "decoded_token": "."}, "1058": {"logprob": -11.750020027160645, "rank": 2, "decoded_token": ":"}, "3590": {"logprob": -12.125020027160645, "rank": 3, "decoded_token": ".A"}, "1065": {"logprob": -13.062520027160645, "rank": 4, "decoded_token": "A"}, "1041": {"logprob": -13.750020027160645, "rank": 5, "decoded_token": ")"}}, {"1349": {"logprob": -0.14020134508609772, "rank": 1, "decoded_token": " A"}, "1429": {"logprob": -2.3902013301849365, "rank": 2, "decoded_token": " \""}, "1603": {"logprob": -3.7652013301849365, "rank": 3, "decoded_token": " **"}, "11967": {"logprob": -4.890201568603516, "rank": 4, "decoded_token": " Image"}, "1531": {"logprob": -5.015201568603516, "rank": 5, "decoded_token": " The"}}, {"7244": {"logprob": -0.2003599852323532, "rank": 1, "decoded_token": " black"}, "38462": {"logprob": -3.075360059738159, "rank": 2, "decoded_token": " curious"}, "68076": {"logprob": -3.575360059738159, "rank": 3, "decoded_token": " cute"}, "4329": {"logprob": -3.887860059738159, "rank": 4, "decoded_token": " large"}, "6231": {"logprob": -4.32535982131958, "rank": 5, "decoded_token": " close"}}, {"10575": {"logprob": -0.18818901479244232, "rank": 1, "decoded_token": " dog"}, "116572": {"logprob": -2.0631890296936035, "rank": 2, "decoded_token": " puppy"}, "119075": {"logprob": -3.1881890296936035, "rank": 3, "decoded_token": " Labrador"}, "15812": {"logprob": -6.9381890296936035, "rank": 4, "decoded_token": " Lab"}, "8636": {"logprob": -7.3131890296936035, 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\ No newline at end of file
tests/models/fixtures/pixtral_chat_engine.json 0 → 100644
View file @ 84275504
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{"logprob": -3.1822168827056885, "rank": 3, "decoded_token": " image"}, "28035": {"logprob": -3.6822168827056885, "rank": 4, "decoded_token": " landscape"}, "3044": {"logprob": -3.6822168827056885, "rank": 5, "decoded_token": " sk"}}, {"2425": {"logprob": -0.2914469838142395, "rank": 1, "decoded_token": " under"}, "1044": {"logprob": -2.4164469242095947, "rank": 2, "decoded_token": ","}, "1454": {"logprob": -2.5414469242095947, "rank": 3, "decoded_token": " with"}, "1626": {"logprob": -3.7914469242095947, "rank": 4, "decoded_token": ".\n"}, "1408": {"logprob": -3.7914469242095947, "rank": 5, "decoded_token": " on"}}, {"1261": {"logprob": -0.0460360012948513, "rank": 1, "decoded_token": " a"}, "1420": {"logprob": -3.9210360050201416, "rank": 2, "decoded_token": " an"}, "16152": {"logprob": -4.1085357666015625, "rank": 3, "decoded_token": " cloud"}, "2136": {"logprob": -6.1710357666015625, "rank": 4, "decoded_token": " over"}, "6133": {"logprob": -6.4210357666015625, "rank": 5, 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{"logprob": -9.375371932983398, "rank": 3, "decoded_token": ","}, "26549": {"logprob": -10.375371932983398, "rank": 4, "decoded_token": " gray"}, "34052": {"logprob": -11.250371932983398, "rank": 5, "decoded_token": " grey"}}, {"1626": {"logprob": -0.00012730741582345217, "rank": 1, "decoded_token": ".\n"}, "1044": {"logprob": -9.500126838684082, "rank": 2, "decoded_token": ","}, "1046": {"logprob": -10.500126838684082, "rank": 3, "decoded_token": "."}, "1454": {"logprob": -10.875126838684082, "rank": 4, "decoded_token": " with"}, "1294": {"logprob": -13.250126838684082, "rank": 5, "decoded_token": " in"}}, {"1051": {"logprob": -3.2186455882765586e-06, "rank": 1, "decoded_token": "3"}, "1052": {"logprob": -12.75000286102295, "rank": 2, "decoded_token": "4"}, "1050": {"logprob": -15.00000286102295, "rank": 3, "decoded_token": "2"}, "1049": {"logprob": -16.937503814697266, "rank": 4, "decoded_token": "1"}, "1032": {"logprob": -17.875003814697266, "rank": 5, "decoded_token": " "}}, {"1046": {"logprob": -1.6689286894688848e-06, "rank": 1, "decoded_token": "."}, "3590": {"logprob": -14.687501907348633, "rank": 2, "decoded_token": ".A"}, "5226": {"logprob": -15.687501907348633, "rank": 3, "decoded_token": ".D"}, "6847": {"logprob": -15.812501907348633, "rank": 4, "decoded_token": ".T"}, "48426": {"logprob": -16.812501907348633, "rank": 5, "decoded_token": ".The"}}, {"8342": {"logprob": -0.5730464458465576, "rank": 1, "decoded_token": " Sur"}, "1349": {"logprob": -1.6980464458465576, "rank": 2, "decoded_token": " A"}, "22468": {"logprob": -2.5730464458465576, "rank": 3, "decoded_token": " Several"}, "1488": {"logprob": -2.6980464458465576, "rank": 4, "decoded_token": " W"}, "15035": {"logprob": -3.1980464458465576, "rank": 5, "decoded_token": " People"}}, {"71284": {"logprob": -0.0033258858602494, "rank": 1, "decoded_token": "fers"}, "1102": {"logprob": -5.878325939178467, "rank": 2, "decoded_token": "f"}, "1726": {"logprob": -7.628325939178467, "rank": 3, "decoded_token": "fer"}, "61888": {"logprob": -12.253325462341309, "rank": 4, "decoded_token": "fline"}, "2119": {"logprob": -13.003325462341309, "rank": 5, "decoded_token": "fter"}}, {"7377": {"logprob": -1.4996429681777954, "rank": 1, "decoded_token": " wait"}, "1584": {"logprob": -1.7496429681777954, "rank": 2, "decoded_token": " are"}, "88014": {"logprob": -1.9371429681777954, "rank": 3, "decoded_token": " paddle"}, "1294": {"logprob": -1.9371429681777954, "rank": 4, "decoded_token": " in"}, "24434": {"logprob": -2.187142848968506, "rank": 5, "decoded_token": " ride"}}, {"1394": {"logprob": -0.6126739382743835, "rank": 1, "decoded_token": " for"}, "1294": {"logprob": -0.9876739382743835, "rank": 2, "decoded_token": " in"}, "1408": {"logprob": -2.7376739978790283, "rank": 3, "decoded_token": " on"}, "6482": {"logprob": -4.425173759460449, "rank": 4, "decoded_token": " patient"}, "1321": {"logprob": -5.612673759460449, "rank": 5, "decoded_token": " and"}}, {"22140": {"logprob": -0.00729279313236475, "rank": 1, "decoded_token": " waves"}, "1278": {"logprob": -5.632292747497559, "rank": 2, "decoded_token": " the"}, "1261": {"logprob": -5.757292747497559, "rank": 3, "decoded_token": " a"}, "39460": {"logprob": -8.257292747497559, "rank": 4, "decoded_token": " incoming"}, "1321": {"logprob": -9.757292747497559, "rank": 5, "decoded_token": " and"}}, {"1294": {"logprob": -0.3071398138999939, "rank": 1, "decoded_token": " in"}, "1408": {"logprob": -2.1821398735046387, "rank": 2, "decoded_token": " on"}, "1513": {"logprob": -2.4321398735046387, "rank": 3, "decoded_token": " at"}, "3016": {"logprob": -3.6821398735046387, "rank": 4, "decoded_token": " while"}, "1435": {"logprob": -3.8071398735046387, "rank": 5, "decoded_token": " as"}}, {"1278": {"logprob": -0.004646694287657738, "rank": 1, "decoded_token": " the"}, "1261": {"logprob": -6.1921467781066895, "rank": 2, "decoded_token": " a"}, "1420": {"logprob": -6.9421467781066895, "rank": 3, "decoded_token": " an"}, "40466": {"logprob": -7.2546467781066895, "rank": 4, "decoded_token": " shallow"}, "26517": {"logprob": -7.8796467781066895, "rank": 5, "decoded_token": " calm"}}, {"27208": {"logprob": -0.0658877044916153, "rank": 1, "decoded_token": " ocean"}, "7786": {"logprob": -3.440887689590454, "rank": 2, "decoded_token": " distance"}, "5124": {"logprob": -5.253387928009033, "rank": 3, "decoded_token": " early"}, "26517": {"logprob": -5.315887928009033, "rank": 4, "decoded_token": " calm"}, "11196": {"logprob": -5.378387928009033, "rank": 5, "decoded_token": " sea"}}, {"1513": {"logprob": -1.1504861116409302, "rank": 1, "decoded_token": " at"}, "1435": {"logprob": -1.2754861116409302, "rank": 2, "decoded_token": " as"}, "3184": {"logprob": -1.4004861116409302, "rank": 3, "decoded_token": " during"}, "3016": {"logprob": -2.9004859924316406, "rank": 4, "decoded_token": " while"}, "6117": {"logprob": -3.1504859924316406, "rank": 5, "decoded_token": " near"}}, {"97558": {"logprob": -0.12151996046304703, "rank": 1, "decoded_token": " sunset"}, "11729": {"logprob": -2.8715200424194336, "rank": 2, "decoded_token": " sun"}, "1266": {"logprob": -3.4965200424194336, "rank": 3, "decoded_token": " d"}, "54507": {"logprob": -3.9965200424194336, "rank": 4, "decoded_token": " dawn"}, "1261": {"logprob": -5.121520042419434, "rank": 5, "decoded_token": " a"}}, {"1626": {"logprob": -0.3073118329048157, "rank": 1, "decoded_token": ".\n"}, "1044": {"logprob": -2.182311773300171, "rank": 2, "decoded_token": ","}, "3016": {"logprob": -2.557311773300171, "rank": 3, "decoded_token": " while"}, "1454": {"logprob": -3.432311773300171, "rank": 4, "decoded_token": " with"}, "6117": {"logprob": -4.05731201171875, "rank": 5, "decoded_token": " near"}}, {"1052": {"logprob": -3.3378546504536644e-06, "rank": 1, "decoded_token": "4"}, "1051": {"logprob": -13.25000286102295, "rank": 2, "decoded_token": "3"}, "1049": {"logprob": -13.93750286102295, "rank": 3, "decoded_token": "1"}, "1053": {"logprob": -14.43750286102295, "rank": 4, "decoded_token": "5"}, "1032": {"logprob": -16.687503814697266, "rank": 5, "decoded_token": " "}}, {"1046": {"logprob": -1.6689286894688848e-06, "rank": 1, "decoded_token": "."}, "3590": {"logprob": -13.500001907348633, "rank": 2, "decoded_token": ".A"}, "6847": {"logprob": -16.437501907348633, "rank": 3, "decoded_token": ".T"}, "1044": {"logprob": -17.312501907348633, "rank": 4, "decoded_token": ","}, "1349": {"logprob": -17.375001907348633, "rank": 5, "decoded_token": " A"}}, {"1349": {"logprob": -0.004292916506528854, "rank": 1, "decoded_token": " A"}, "2048": {"logprob": -5.629292964935303, "rank": 2, "decoded_token": " An"}, "10638": {"logprob": -7.879292964935303, "rank": 3, "decoded_token": " Two"}, "111463": {"logprob": -10.004292488098145, "rank": 4, "decoded_token": " Trees"}, "1531": {"logprob": -10.879292488098145, "rank": 5, "decoded_token": " The"}}, {"53301": {"logprob": -1.5473321676254272, "rank": 1, "decoded_token": " winding"}, "15192": {"logprob": -1.7348321676254272, "rank": 2, "decoded_token": " narrow"}, "47945": {"logprob": -2.109832286834717, "rank": 3, "decoded_token": " dirt"}, "2169": {"logprob": -2.609832286834717, "rank": 4, "decoded_token": " ser"}, "59396": {"logprob": -2.672332286834717, "rank": 5, "decoded_token": " gravel"}}, {"59396": {"logprob": -0.8954829573631287, "rank": 1, "decoded_token": " gravel"}, "3549": {"logprob": -1.1454830169677734, "rank": 2, "decoded_token": " path"}, "47945": {"logprob": -1.6454830169677734, "rank": 3, "decoded_token": " dirt"}, "14801": {"logprob": -3.2704830169677734, "rank": 4, "decoded_token": " pathway"}, "15551": {"logprob": -4.270483016967773, "rank": 5, "decoded_token": " stone"}}, {"3549": {"logprob": -0.02117946185171604, "rank": 1, "decoded_token": " path"}, "14801": {"logprob": -3.896179437637329, "rank": 2, "decoded_token": " pathway"}, "33659": {"logprob": -8.14617919921875, "rank": 3, "decoded_token": " trail"}, "9480": {"logprob": -9.64617919921875, "rank": 4, "decoded_token": " road"}, "7368": {"logprob": -9.64617919921875, "rank": 5, "decoded_token": "path"}}, {"13335": {"logprob": -0.18962937593460083, "rank": 1, "decoded_token": " leads"}, "39985": {"logprob": -2.752129316329956, "rank": 2, "decoded_token": " cuts"}, "1639": {"logprob": -3.877129316329956, "rank": 3, "decoded_token": " me"}, "11500": {"logprob": -3.939629316329956, "rank": 4, "decoded_token": " runs"}, "2645": {"logprob": -4.189629554748535, "rank": 5, "decoded_token": " through"}}, {"2645": {"logprob": -0.05349981039762497, "rank": 1, "decoded_token": " through"}, "8994": {"logprob": -4.053499698638916, "rank": 2, "decoded_token": " towards"}, "2396": {"logprob": -4.303499698638916, "rank": 3, "decoded_token": " between"}, "2203": {"logprob": -4.678499698638916, "rank": 4, "decoded_token": " into"}, "1317": {"logprob": -5.678499698638916, "rank": 5, "decoded_token": " to"}}, {"1261": {"logprob": -0.017386287450790405, "rank": 1, "decoded_token": " a"}, "11223": {"logprob": -4.892386436462402, "rank": 2, "decoded_token": " green"}, "1295": {"logprob": -5.017386436462402, "rank": 3, "decoded_token": " l"}, "23170": {"logprob": -6.642386436462402, "rank": 4, "decoded_token": " grass"}, "1420": {"logprob": -7.267386436462402, "rank": 5, "decoded_token": " an"}}, {"1295": {"logprob": -0.9453322887420654, "rank": 1, "decoded_token": " l"}, "11223": {"logprob": -1.3203322887420654, "rank": 2, "decoded_token": " green"}, "23170": {"logprob": -1.9453322887420654, "rank": 3, "decoded_token": " grass"}, "12097": {"logprob": -2.4453322887420654, "rank": 4, "decoded_token": " park"}, "26428": {"logprob": -3.3203322887420654, "rank": 5, "decoded_token": " garden"}}, {"3506": {"logprob": -6.556489552167477e-06, "rank": 1, "decoded_token": "ush"}, "1374": {"logprob": -12.000006675720215, "rank": 2, "decoded_token": "us"}, "90716": {"logprob": -15.625006675720215, "rank": 3, "decoded_token": "USH"}, "16938": {"logprob": -15.875006675720215, "rank": 4, "decoded_token": "usher"}, "13326": {"logprob": -17.1875057220459, "rank": 5, "decoded_token": "inden"}}, {"11223": {"logprob": -0.3668670654296875, "rank": 1, "decoded_token": " green"}, "1044": {"logprob": -1.3668670654296875, "rank": 2, "decoded_token": ","}, "26428": {"logprob": -3.4918670654296875, "rank": 3, "decoded_token": " garden"}, "12097": {"logprob": -4.1168670654296875, "rank": 4, "decoded_token": " park"}, "23170": {"logprob": -5.8668670654296875, "rank": 5, "decoded_token": " grass"}}, {"12097": {"logprob": -0.5530153512954712, "rank": 1, "decoded_token": " park"}, "3727": {"logprob": -2.0530152320861816, "rank": 2, "decoded_token": " field"}, "28035": {"logprob": -2.1780152320861816, "rank": 3, "decoded_token": " landscape"}, "26428": {"logprob": -2.3030152320861816, "rank": 4, "decoded_token": " garden"}, "4457": {"logprob": -2.8030152320861816, "rank": 5, "decoded_token": " area"}}, {"1046": {"logprob": -0.7924000024795532, "rank": 1, "decoded_token": "."}, "1454": {"logprob": -1.2924000024795532, "rank": 2, "decoded_token": " with"}, "8994": {"logprob": -2.7923998832702637, "rank": 3, "decoded_token": " towards"}, "54410": {"logprob": -3.5423998832702637, "rank": 4, "decoded_token": " lined"}, "2425": {"logprob": -3.5423998832702637, "rank": 5, "decoded_token": " under"}}, {"2": {"logprob": -1.9073468138230965e-06, "rank": 1, "decoded_token": "</s>"}, "1032": {"logprob": -13.250001907348633, "rank": 2, "decoded_token": " "}, "1256": {"logprob": -16.250001907348633, "rank": 3, "decoded_token": " "}, "1293": {"logprob": -19.000001907348633, "rank": 4, "decoded_token": " "}, "1319": {"logprob": -20.000001907348633, "rank": 5, "decoded_token": " ("}}]]]
\ No newline at end of file
tests/models/test_pixtral.py
View file @ 84275504
......@@ -2,9 +2,10 @@
Run `pytest tests/models/test_mistral.py`.
"""
import pickle
import json
import uuid
from typing import Any, Dict, List
from dataclasses import asdict
from typing import Any, Dict, List, Optional, Tuple
import pytest
from mistral_common.protocol.instruct.messages import ImageURLChunk
......@@ -14,6 +15,7 @@ from mistral_common.tokens.tokenizers.multimodal import image_from_chunk
from vllm import EngineArgs, LLMEngine, SamplingParams, TokensPrompt
from vllm.multimodal import MultiModalDataBuiltins
from vllm.sequence import Logprob, SampleLogprobs
from .utils import check_logprobs_close
......@@ -81,13 +83,33 @@ SAMPLING_PARAMS = SamplingParams(max_tokens=512, temperature=0.0, logprobs=5)
LIMIT_MM_PER_PROMPT = dict(image=4)
MAX_MODEL_LEN = [8192, 65536]
FIXTURE_LOGPROBS_CHAT = "tests/models/fixtures/pixtral_chat.pickle"
FIXTURE_LOGPROBS_ENGINE = "tests/models/fixtures/pixtral_chat_engine.pickle"
FIXTURE_LOGPROBS_CHAT = "tests/models/fixtures/pixtral_chat.json"
FIXTURE_LOGPROBS_ENGINE = "tests/models/fixtures/pixtral_chat_engine.json"
OutputsLogprobs = List[Tuple[List[int], str, Optional[SampleLogprobs]]]
def load_logprobs(filename: str) -> Any:
with open(filename, 'rb') as f:
return pickle.load(f)
# For the test author to store golden output in JSON
def _dump_outputs_w_logprobs(outputs: OutputsLogprobs, filename: str) -> None:
json_data = [(tokens, text,
[{k: asdict(v)
for k, v in token_logprobs.items()}
for token_logprobs in (logprobs or [])])
for tokens, text, logprobs in outputs]
with open(filename, "w") as f:
json.dump(json_data, f)
def load_outputs_w_logprobs(filename: str) -> OutputsLogprobs:
with open(filename, "rb") as f:
json_data = json.load(f)
return [(tokens, text,
[{int(k): Logprob(**v)
for k, v in token_logprobs.items()}
for token_logprobs in logprobs])
for tokens, text, logprobs in json_data]
@pytest.mark.skip(
......@@ -103,7 +125,7 @@ def test_chat(
model: str,
dtype: str,
) -> None:
EXPECTED_CHAT_LOGPROBS = load_logprobs(FIXTURE_LOGPROBS_CHAT)
EXPECTED_CHAT_LOGPROBS = load_outputs_w_logprobs(FIXTURE_LOGPROBS_CHAT)
with vllm_runner(
model,
dtype=dtype,
......@@ -120,10 +142,10 @@ def test_chat(
outputs.extend(output)
logprobs = vllm_runner._final_steps_generate_w_logprobs(outputs)
check_logprobs_close(outputs_0_lst=logprobs,
outputs_1_lst=EXPECTED_CHAT_LOGPROBS,
name_0="output",
name_1="h100_ref")
check_logprobs_close(outputs_0_lst=EXPECTED_CHAT_LOGPROBS,
outputs_1_lst=logprobs,
name_0="h100_ref",
name_1="output")
@pytest.mark.skip(
......@@ -133,7 +155,7 @@ def test_chat(
@pytest.mark.parametrize("model", MODELS)
@pytest.mark.parametrize("dtype", ["bfloat16"])
def test_model_engine(vllm_runner, model: str, dtype: str) -> None:
EXPECTED_ENGINE_LOGPROBS = load_logprobs(FIXTURE_LOGPROBS_ENGINE)
EXPECTED_ENGINE_LOGPROBS = load_outputs_w_logprobs(FIXTURE_LOGPROBS_ENGINE)
args = EngineArgs(
model=model,
tokenizer_mode="mistral",
......@@ -162,7 +184,7 @@ def test_model_engine(vllm_runner, model: str, dtype: str) -> None:
break
logprobs = vllm_runner._final_steps_generate_w_logprobs(outputs)
check_logprobs_close(outputs_0_lst=logprobs,
outputs_1_lst=EXPECTED_ENGINE_LOGPROBS,
name_0="output",
name_1="h100_ref")
check_logprobs_close(outputs_0_lst=EXPECTED_ENGINE_LOGPROBS,
outputs_1_lst=logprobs,
name_0="h100_ref",
name_1="output")
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