fastrepl

View on PyPIReverse Dependencies (0)

0.0.25 fastrepl-0.0.25-py3-none-any.whl

Wheel Details

Project: fastrepl
Version: 0.0.25
Filename: fastrepl-0.0.25-py3-none-any.whl
Download: [link]
Size: 37088
MD5: 342f32c2e3da0f234a3ea27ac9d65502
SHA256: d589f8178c9d0b6c733a7185a34c729d537befaa275e38fea81ed53f59710e5c
Uploaded: 2023-10-19 07:07:25 +0000

dist-info

METADATA

Metadata-Version: 2.1
Name: fastrepl
Version: 0.0.25
Summary: Fast Run-Eval-Polish Loop for LLM App
Author: yujonglee
Author-Email: yujonglee[at]repllabs.ai
License: MIT
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Requires-Python: >=3.9,<3.12
Requires-Dist: backoff (<3.0.0,>=2.2.1)
Requires-Dist: cohere (<5.0.0,>=4.20.2)
Requires-Dist: cuid2 (<3.0.0,>=2.0.0)
Requires-Dist: datasets (<3.0.0,>=2.14.4); extra == "ragas"
Requires-Dist: evaluate (<0.5.0,>=0.4.0)
Requires-Dist: httpx (>=0.24.0)
Requires-Dist: iprogress (<0.5,>=0.4)
Requires-Dist: langfuse (>=1.0.35); extra == "langfuse"
Requires-Dist: litellm (<0.9.0,>=0.8.4)
Requires-Dist: openai (<0.28.0,>=0.27.8)
Requires-Dist: ragas (>=0.0.16); extra == "ragas"
Requires-Dist: rich[jupyter] (<14.0.0,>=13.5.2)
Requires-Dist: scikit-learn (<2.0.0,>=1.3.0)
Requires-Dist: sentence-transformers (<3.0.0,>=2.2.2); extra == "sas"
Requires-Dist: statsmodels (<0.15.0,>=0.14.0)
Requires-Dist: tiktoken (<0.5.0,>=0.4.0)
Requires-Dist: torch (!=2.0.1,>=2.0.0); extra == "sas"
Requires-Dist: transformers (<5.0.0,>=4.31.0); extra == "sas"
Requires-Dist: wrapt-timeout-decorator (<2.0.0,>=1.4.0)
Provides-Extra: langfuse
Provides-Extra: ragas
Provides-Extra: sas
Description-Content-Type: text/markdown
[Description omitted; length: 4125 characters]

WHEEL

Wheel-Version: 1.0
Generator: poetry-core 1.7.0
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
fastrepl/__init__.py sha256=ojibLYk56rNnMC2DCS6EmddoCMYWwVvVXAUpIcLxQOs 465
fastrepl/analyze.py sha256=-SWF_yP7D0LEM7x5UyJHQYzKTkPdNs3PSUQ3IZfIiHc 485
fastrepl/dataset.py sha256=PoQ1gkk4mmj8OklbIgdo6ID-a4PdKP9CJFbrNtZ7e20 5798
fastrepl/errors.py sha256=2AbY20LsYY_qJqRpf9NQwUk_0gBiYsq_2k_YXoKtyAs 1260
fastrepl/eval/__init__.py sha256=Zx2sdQFqTa1zXedL9RKckQrn4VKonhLeZa2EeHo4bxk 142
fastrepl/eval/base.py sha256=UeU4NrC_IjvyQO01oVquCc30iSaXWQw5lnRReBWmt_M 951
fastrepl/eval/evaluator.py sha256=QjWshZ-wGJiAyVJaEmViQdrfX-1QCZSFSGOhm2ALc48 1290
fastrepl/eval/human/__init__.py sha256=yGk3Wqmo68CPqxgil2VihyW9gSEiLuG4EJH8QD-yaqk 61
fastrepl/eval/human/classify.py sha256=nAWlPB_3O-d7I5cz8bLw-LZCpSrKo7v8VMbfkzNR1Xk 1258
fastrepl/eval/metric/__init__.py sha256=cW8e46Imbyto-bTj6dD33U5J6WQMMo2vK3nixlM9_3U 118
fastrepl/eval/metric/huggingface.py sha256=mKNEmIVBj7imz6c_Z-E0eLL1kZpdTRD6hmjDPRJ9pDE 2807
fastrepl/eval/metric/load.py sha256=YlvEC77ZncZtB8qjcwXtVjImB0-sNyWEMzDyH9o3I2s 1055
fastrepl/eval/metric/sas.py sha256=ZlSMXg9ar2DkKhgk6YQnYUDDnM0CwxSyvYUlczyaBT4 4643
fastrepl/eval/model/__init__.py sha256=1LnKZSL2IH8z6I5etgHxNGqsa3e04Xv5uutBmHfFYW4 212
fastrepl/eval/model/llm_head.py sha256=DamP-kyKmHdq9EsOLSrWZiT0Zq3XjTO2PGyS9Fl_7cA 9315
fastrepl/eval/model/llm_head_cot.py sha256=-pMYHp0WHiCJ8_3jyfUVTqBS1cL8E1TJTcy6q8f5b8s 2688
fastrepl/eval/model/ragas.py sha256=A7OeRPP_t5bM8jx-JMHtFKx1_s9EfYqDn5nj6x5vmXU 6406
fastrepl/eval/model/utils.py sha256=RLA01qFSoOlL7loAPRXlQS_I6IiiUe4RcFTXJns5Pqs 2120
fastrepl/gen/__init__.py sha256=nJJjmUipBX-JFRRe6YaPziIbfKMwCpwHTc6pdityj9s 97
fastrepl/gen/base.py sha256=eAGjQGv-3CJOGWqhgQGmMqBMCb7X281FA7s0VJhw-k4 98
fastrepl/gen/question.py sha256=sfPGFML0zF7SCkndTOy5OjIkL3jOmZEM-KBERqmpCl0 191
fastrepl/llama_index.py sha256=QCDRvj8xbZ1T-N4_qtVfOPCGeQhNvjb4eFSrzlfFs4k 2954
fastrepl/llm.py sha256=fACRqgzlWp0XRuW0yYfO7I6btvoyxMkwHqCtYwj0sHU 4481
fastrepl/runner/__init__.py sha256=4-1UFvAb6gEedTmg1Hta4Z4modY6rkPcv4kYlAdKj8o 2180
fastrepl/runner/base.py sha256=gdr5YMB0Gndpcc9N5setczCWhBais6POmTd1-7grHgU 179
fastrepl/runner/custom.py sha256=SIGExR8XYPaWuAV8S4OfZ2T4f3gT80ybq4x_FPyCLmc 2150
fastrepl/runner/evaluator.py sha256=IYprBeXfXUnPjn_aJp0qbu78WAi00PLtMz6eow9sfxE 3098
fastrepl/runner/generator.py sha256=9digM_NFhlrsbGQEb7tGPhUo-EZ8_9PNNJ_iO-kiVv4 3402
fastrepl/runner/promptlayer.py sha256=G4Oao5Fyr8lRiWz2tZl25AOjWIsu9aRSHvXBNr34Ls8 1907
fastrepl/telemetry.py sha256=iGTgfz_CKFUCgToHIzAAHr2gLhF5WxywXtRWhr22oqk 1215
fastrepl/test_utils.py sha256=j7I55JSf-QL3ZIgWlb_6hahutbk_IdTizsI4aEWofQg 214
fastrepl/unittests_class.py sha256=og8zPGY-rdTr7l6S95VaX-uv8GgbIR4tOC78kg3twNE 449
fastrepl/utils/__init__.py sha256=nW79QlT1qfKnToV9NpMyJ7ACdNILwgJaHRdaEZTNZe8 711
fastrepl/utils/context.py sha256=xnqyZ7fltK7VdD-AH4QJSt1xlfturlylsHQPTSInMSE 1329
fastrepl/utils/data_structure.py sha256=oSwZIjLVDvDg9Oc0vfqzzEff3vvVRokriNJRLzvHQPI 939
fastrepl/utils/debug.py sha256=y8X0hthR0FWH-k4diDjpIOKHU3SaFEJGBpmWVU6NB60 343
fastrepl/utils/ensure.py sha256=V4dbdHlhfVeT2ctlPULM0rxy3y0LN_HYdiOZpvLi7PY 329
fastrepl/utils/env.py sha256=EsbwFOZMd4Saj3SHaZmeF3113MweS_x9jB7LMrKNvb4 317
fastrepl/utils/id.py sha256=JrgMLMLDQ-rbSn-BHksohDf9vXG1RiKVzRA8QwhaWQU 138
fastrepl/utils/iterator.py sha256=I3h-aBSS6K6Uv4yayS5k7y6vSUpG5-FV6aTZJuUxeU4 298
fastrepl/utils/kappa.py sha256=34L_lVxiWHAvgA0WHMVPDs2bFa8Tf442xzDORFpcZ3g 1268
fastrepl/utils/llm.py sha256=lUsww-gpjyWnh5ZfJvda2Iq7CUm5EDFdt6qCgFhY89U 1133
fastrepl/utils/number.py sha256=S7xTpbsX4CPMOPw_vWnyyS_qzRU0Gf3bpsVvvyC0Zbs 216
fastrepl/utils/print.py sha256=SFmJT5yNxG0opiWnNyH-lfMkwyVRbgFHviSO-Z6QvVw 376
fastrepl/utils/prompt.py sha256=K1TFE5iIpKrH9acxsuL2s4QZ70Zu3_gGT08uzD-HH-U 2015
fastrepl/utils/string.py sha256=ztJSxekDgF1zlJw-4N_zlBiFBPIjDg14RxRRsofZgRk 576
fastrepl/version.py sha256=ognSasPrsQjE8uJUk5Fcsl4caTERui00vZnmFlQnMoU 23
fastrepl/warnings.py sha256=NkOEze9jTYertD3EWonq8-Vpv5hvpcycXsFwAxix9ms 2292
fastrepl-0.0.25.dist-info/LICENSE sha256=d72GM69RSw0mHmmySvV31_6xj7bFNYdun6tttH22fBE 1066
fastrepl-0.0.25.dist-info/METADATA sha256=s3W0BH9wmFucsAJ_8v-XsN5_sVcYQMndBWkrEYs4Evk 5591
fastrepl-0.0.25.dist-info/WHEEL sha256=d2fvjOD7sXsVzChCqf0Ty0JbHKBaLYwDbGQDwQTnJ50 88
fastrepl-0.0.25.dist-info/RECORD