├── .gitignore ├── LICENSE ├── README.md ├── _arc ├── arc_prompt.py ├── data_select.py ├── search.py └── utils.py ├── _drop ├── drop_prompt.py ├── search.py └── utils.py ├── _gpqa ├── gpqa_prompt.py ├── search.py └── utils.py ├── _mgsm ├── mgsm_prompt.py ├── search.py └── utils.py ├── _mmlu ├── mmlu_prompt.py ├── search.py └── utils.py ├── _transfer_math ├── Asdiv_utils.py ├── DROP_utils.py ├── SVAMP_utils.py ├── evaluate_gpqa.py ├── evaluate_mmlu.py ├── evaluation_Asdiv.py ├── evaluation_DROP.py ├── evaluation_SVAMP.py ├── evaluation_gsm8k.py ├── evaluation_gsmhard.py ├── gpqa_utils.py ├── gsm8k_utils.py ├── gsmhard_utils.py └── mmlu_utils.py ├── dataset ├── ARC-800-tasks │ ├── easy │ │ ├── 08ed6ac7.json │ │ ├── 1b60fb0c.json │ │ ├── 1cf80156.json │ │ ├── 2013d3e2.json │ │ ├── 239be575.json │ │ ├── 25d8a9c8.json │ │ ├── 25ff71a9.json │ │ ├── 3af2c5a8.json │ │ ├── 3c9b0459.json │ │ ├── 4258a5f9.json │ │ ├── 4347f46a.json │ │ ├── 44f52bb0.json │ │ ├── 4be741c5.json │ │ ├── 4c4377d9.json │ │ ├── 5582e5ca.json │ │ ├── 5614dbcf.json │ │ ├── 60c09cac.json │ │ ├── 6150a2bd.json │ │ ├── 62c24649.json │ │ ├── 67e8384a.json │ │ ├── 68b16354.json │ │ ├── 68b67ca3.json │ │ ├── 6f8cd79b.json │ │ ├── 6fa7a44f.json │ │ ├── 746b3537.json │ │ ├── 7b7f7511.json │ │ ├── 8be77c9e.json │ │ ├── 90c28cc7.json │ │ ├── 9172f3a0.json │ │ ├── 963e52fc.json │ │ ├── a416b8f3.json │ │ ├── b1948b0a.json │ │ ├── bb43febb.json │ │ ├── be94b721.json │ │ ├── c59eb873.json │ │ ├── c8f0f002.json │ │ ├── ce22a75a.json │ │ ├── d037b0a7.json │ │ ├── d10ecb37.json │ │ ├── d23f8c26.json │ │ ├── d631b094.json │ │ ├── d9fac9be.json │ │ └── e26a3af2.json │ ├── evaluation │ │ ├── 00576224.json │ │ ├── 009d5c81.json │ │ ├── 00dbd492.json │ │ ├── 03560426.json │ │ ├── 05a7bcf2.json │ │ ├── 0607ce86.json │ │ ├── 0692e18c.json │ │ ├── 070dd51e.json │ │ ├── 08573cc6.json │ │ ├── 0934a4d8.json │ │ ├── 09c534e7.json │ │ ├── 0a1d4ef5.json │ │ ├── 0a2355a6.json │ │ ├── 0b17323b.json │ │ ├── 0bb8deee.json │ │ ├── 0becf7df.json │ │ ├── 0c786b71.json │ │ ├── 0c9aba6e.json │ │ ├── 0d87d2a6.json │ │ ├── 0e671a1a.json │ │ ├── 0f63c0b9.json │ │ ├── 103eff5b.json │ │ ├── 11e1fe23.json │ │ ├── 12422b43.json │ │ ├── 12997ef3.json │ │ ├── 12eac192.json │ │ ├── 136b0064.json │ │ ├── 13713586.json │ │ ├── 137f0df0.json │ │ ├── 140c817e.json │ │ ├── 14754a24.json │ │ ├── 15113be4.json │ │ ├── 15663ba9.json │ │ ├── 15696249.json │ │ ├── 16b78196.json │ │ ├── 17b80ad2.json │ │ ├── 17cae0c1.json │ │ ├── 18419cfa.json │ │ ├── 184a9768.json │ │ ├── 195ba7dc.json │ │ ├── 1990f7a8.json │ │ ├── 19bb5feb.json │ │ ├── 1a2e2828.json │ │ ├── 1a6449f1.json │ │ ├── 1acc24af.json │ │ ├── 1c02dbbe.json │ │ ├── 1c0d0a4b.json │ │ ├── 1c56ad9f.json │ │ ├── 1d0a4b61.json │ │ ├── 1d398264.json │ │ ├── 1da012fc.json │ │ ├── 1e81d6f9.json │ │ ├── 1e97544e.json │ │ ├── 2037f2c7.json │ │ ├── 2072aba6.json │ │ ├── 20818e16.json │ │ ├── 20981f0e.json │ │ ├── 212895b5.json │ │ ├── 21f83797.json │ │ ├── 22a4bbc2.json │ │ ├── 25094a63.json │ │ ├── 2546ccf6.json │ │ ├── 256b0a75.json │ │ ├── 2685904e.json │ │ ├── 2697da3f.json │ │ ├── 2753e76c.json │ │ ├── 27a77e38.json │ │ ├── 27f8ce4f.json │ │ ├── 281123b4.json │ │ ├── 292dd178.json │ │ ├── 29700607.json │ │ ├── 2a5f8217.json │ │ ├── 2b01abd0.json │ │ ├── 2c0b0aff.json │ │ ├── 2c737e39.json │ │ ├── 2f0c5170.json │ │ ├── 310f3251.json │ │ ├── 3194b014.json │ │ ├── 319f2597.json │ │ ├── 31adaf00.json │ │ ├── 31d5ba1a.json │ │ ├── 32e9702f.json │ │ ├── 332efdb3.json │ │ ├── 3391f8c0.json │ │ ├── 33b52de3.json │ │ ├── 3490cc26.json │ │ ├── 34b99a2b.json │ │ ├── 351d6448.json │ │ ├── 358ba94e.json │ │ ├── 37d3e8b2.json │ │ ├── 3979b1a8.json │ │ ├── 3a301edc.json │ │ ├── 3b4c2228.json │ │ ├── 3d31c5b3.json │ │ ├── 3ed85e70.json │ │ ├── 3ee1011a.json │ │ ├── 3f23242b.json │ │ ├── 40f6cd08.json │ │ ├── 414297c0.json │ │ ├── 423a55dc.json │ │ ├── 42918530.json │ │ ├── 42a15761.json │ │ ├── 4364c1c4.json │ │ ├── 456873bc.json │ │ ├── 45737921.json │ │ ├── 45bbe264.json │ │ ├── 477d2879.json │ │ ├── 47996f11.json │ │ ├── 48131b3c.json │ │ ├── 4852f2fa.json │ │ ├── 48f8583b.json │ │ ├── 4aab4007.json │ │ ├── 4acc7107.json │ │ ├── 4b6b68e5.json │ │ ├── 4c177718.json │ │ ├── 4cd1b7b2.json │ │ ├── 4e45f183.json │ │ ├── 4e469f39.json │ │ ├── 4f537728.json │ │ ├── 4ff4c9da.json │ │ ├── 505fff84.json │ │ ├── 506d28a5.json │ │ ├── 50a16a69.json │ │ ├── 50aad11f.json │ │ ├── 50f325b5.json │ │ ├── 516b51b7.json │ │ ├── 5207a7b5.json │ │ ├── 5289ad53.json │ │ ├── 52fd389e.json │ │ ├── 54db823b.json │ │ ├── 55059096.json │ │ ├── 551d5bf1.json │ │ ├── 55783887.json │ │ ├── 575b1a71.json │ │ ├── 5783df64.json │ │ ├── 5833af48.json │ │ ├── 58743b76.json │ │ ├── 58e15b12.json │ │ ├── 59341089.json │ │ ├── 5a5a2103.json │ │ ├── 5af49b42.json │ │ ├── 5b526a93.json │ │ ├── 5b692c0f.json │ │ ├── 5b6cbef5.json │ │ ├── 5d2a5c43.json │ │ ├── 5ffb2104.json │ │ ├── 604001fa.json │ │ ├── 60a26a3e.json │ │ ├── 60c09cac.json │ │ ├── 626c0bcc.json │ │ ├── 62ab2642.json │ │ ├── 62b74c02.json │ │ ├── 639f5a19.json │ │ ├── 642248e4.json │ │ ├── 642d658d.json │ │ ├── 64a7c07e.json │ │ ├── 66e6c45b.json │ │ ├── 66f2d22f.json │ │ ├── 67636eac.json │ │ ├── 67b4a34d.json │ │ ├── 67c52801.json │ │ ├── 68b67ca3.json │ │ ├── 692cd3b6.json │ │ ├── 695367ec.json │ │ ├── 696d4842.json │ │ ├── 69889d6e.json │ │ ├── 6a11f6da.json │ │ ├── 6ad5bdfd.json │ │ ├── 6df30ad6.json │ │ ├── 6ea4a07e.json │ │ ├── 6f473927.json │ │ ├── 7039b2d7.json │ │ ├── 705a3229.json │ │ ├── 712bf12e.json │ │ ├── 72207abc.json │ │ ├── 72a961c9.json │ │ ├── 73182012.json │ │ ├── 73c3b0d8.json │ │ ├── 73ccf9c2.json │ │ ├── 759f3fd3.json │ │ ├── 762cd429.json │ │ ├── 770cc55f.json │ │ ├── 782b5218.json │ │ ├── 79369cc6.json │ │ ├── 7953d61e.json │ │ ├── 79fb03f4.json │ │ ├── 7bb29440.json │ │ ├── 7c8af763.json │ │ ├── 7c9b52a0.json │ │ ├── 7d18a6fb.json │ │ ├── 7d1f7ee8.json │ │ ├── 7d419a02.json │ │ ├── 7e02026e.json │ │ ├── 7ee1c6ea.json │ │ ├── 817e6c09.json │ │ ├── 81c0276b.json │ │ ├── 833dafe3.json │ │ ├── 845d6e51.json │ │ ├── 84db8fc4.json │ │ ├── 84f2aca1.json │ │ ├── 8597cfd7.json │ │ ├── 85b81ff1.json │ │ ├── 85fa5666.json │ │ ├── 8719f442.json │ │ ├── 88207623.json │ │ ├── 891232d6.json │ │ ├── 896d5239.json │ │ ├── 8a371977.json │ │ ├── 8b28cd80.json │ │ ├── 8ba14f53.json │ │ ├── 8cb8642d.json │ │ ├── 8dae5dfc.json │ │ ├── 8e2edd66.json │ │ ├── 8ee62060.json │ │ ├── 8fbca751.json │ │ ├── 90347967.json │ │ ├── 903d1b4a.json │ │ ├── 9110e3c5.json │ │ ├── 917bccba.json │ │ ├── 929ab4e9.json │ │ ├── 92e50de0.json │ │ ├── 9356391f.json │ │ ├── 93b4f4b3.json │ │ ├── 93c31fbe.json │ │ ├── 94133066.json │ │ ├── 94414823.json │ │ ├── 94be5b80.json │ │ ├── 95a58926.json │ │ ├── 963f59bc.json │ │ ├── 96a8c0cd.json │ │ ├── 97239e3d.json │ │ ├── 9772c176.json │ │ ├── 981571dc.json │ │ ├── 992798f6.json │ │ ├── 99306f82.json │ │ ├── 9a4bb226.json │ │ ├── 9b2a60aa.json │ │ ├── 9b365c51.json │ │ ├── 9b4c17c4.json │ │ ├── 9bebae7a.json │ │ ├── 9c1e755f.json │ │ ├── 9c56f360.json │ │ ├── 9caba7c3.json │ │ ├── 9ddd00f0.json │ │ ├── 9def23fe.json │ │ ├── 9f27f097.json │ │ ├── a04b2602.json │ │ ├── a096bf4d.json │ │ ├── a3f84088.json │ │ ├── a406ac07.json │ │ ├── a57f2f04.json │ │ ├── a59b95c0.json │ │ ├── a680ac02.json │ │ ├── a8610ef7.json │ │ ├── a934301b.json │ │ ├── aa18de87.json │ │ ├── aa300dc3.json │ │ ├── aa4ec2a5.json │ │ ├── aab50785.json │ │ ├── ac0c5833.json │ │ ├── ac2e8ecf.json │ │ ├── ac3e2b04.json │ │ ├── ac605cbb.json │ │ ├── ad7e01d0.json │ │ ├── ae58858e.json │ │ ├── aee291af.json │ │ ├── af22c60d.json │ │ ├── af24b4cc.json │ │ ├── b0722778.json │ │ ├── b0f4d537.json │ │ ├── b15fca0b.json │ │ ├── b1fc8b8e.json │ │ ├── b20f7c8b.json │ │ ├── b457fec5.json │ │ ├── b4a43f3b.json │ │ ├── b7999b51.json │ │ ├── b7cb93ac.json │ │ ├── b7f8a4d8.json │ │ ├── b7fb29bc.json │ │ ├── b942fd60.json │ │ ├── b9630600.json │ │ ├── ba9d41b8.json │ │ ├── baf41dbf.json │ │ ├── bb52a14b.json │ │ ├── bbb1b8b6.json │ │ ├── bc4146bd.json │ │ ├── bcb3040b.json │ │ ├── bd14c3bf.json │ │ ├── be03b35f.json │ │ ├── bf32578f.json │ │ ├── bf699163.json │ │ ├── bf89d739.json │ │ ├── c074846d.json │ │ ├── c1990cce.json │ │ ├── c3202e5a.json │ │ ├── c35c1b4c.json │ │ ├── c48954c1.json │ │ ├── c62e2108.json │ │ ├── c64f1187.json │ │ ├── c658a4bd.json │ │ ├── c663677b.json │ │ ├── c6e1b8da.json │ │ ├── c7d4e6ad.json │ │ ├── c87289bb.json │ │ ├── c8b7cc0f.json │ │ ├── c92b942c.json │ │ ├── c97c0139.json │ │ ├── ca8de6ea.json │ │ ├── ca8f78db.json │ │ ├── cad67732.json │ │ ├── cb227835.json │ │ ├── ccd554ac.json │ │ ├── cd3c21df.json │ │ ├── ce039d91.json │ │ ├── ce8d95cc.json │ │ ├── cf133acc.json │ │ ├── cfb2ce5a.json │ │ ├── d017b73f.json │ │ ├── d19f7514.json │ │ ├── d282b262.json │ │ ├── d2acf2cb.json │ │ ├── d304284e.json │ │ ├── d37a1ef5.json │ │ ├── d47aa2ff.json │ │ ├── d492a647.json │ │ ├── d4b1c2b1.json │ │ ├── d4c90558.json │ │ ├── d56f2372.json │ │ ├── d5c634a2.json │ │ ├── d931c21c.json │ │ ├── d94c3b52.json │ │ ├── da2b0fe3.json │ │ ├── da515329.json │ │ ├── dc2aa30b.json │ │ ├── dc2e9a9d.json │ │ ├── dd2401ed.json │ │ ├── de493100.json │ │ ├── df8cc377.json │ │ ├── e0fb7511.json │ │ ├── e133d23d.json │ │ ├── e1baa8a4.json │ │ ├── e1d2900e.json │ │ ├── e2092e0c.json │ │ ├── e21a174a.json │ │ ├── e345f17b.json │ │ ├── e4075551.json │ │ ├── e41c6fd3.json │ │ ├── e57337a4.json │ │ ├── e5790162.json │ │ ├── e5c44e8f.json │ │ ├── e619ca6e.json │ │ ├── e633a9e5.json │ │ ├── e66aafb8.json │ │ ├── e681b708.json │ │ ├── e69241bd.json │ │ ├── e6de6e8f.json │ │ ├── e74e1818.json │ │ ├── e760a62e.json │ │ ├── e7639916.json │ │ ├── e78887d1.json │ │ ├── e7a25a18.json │ │ ├── e7b06bea.json │ │ ├── e7dd8335.json │ │ ├── e872b94a.json │ │ ├── e88171ec.json │ │ ├── e95e3d8e.json │ │ ├── e99362f0.json │ │ ├── e9ac8c9e.json │ │ ├── e9b4f6fc.json │ │ ├── e9bb6954.json │ │ ├── e9c9d9a1.json │ │ ├── ea959feb.json │ │ ├── ea9794b1.json │ │ ├── ecaa0ec1.json │ │ ├── ed74f2f2.json │ │ ├── ed98d772.json │ │ ├── ef26cbf6.json │ │ ├── f0afb749.json │ │ ├── f0df5ff0.json │ │ ├── f21745ec.json │ │ ├── f3b10344.json │ │ ├── f3cdc58f.json │ │ ├── f3e62deb.json │ │ ├── f4081712.json │ │ ├── f45f5ca7.json │ │ ├── f5aa3634.json │ │ ├── f5c89df1.json │ │ ├── f823c43c.json │ │ ├── f83cb3f6.json │ │ ├── f8be4b64.json │ │ ├── f9a67cb5.json │ │ ├── f9d67f8b.json │ │ ├── fafd9572.json │ │ ├── fb791726.json │ │ ├── fc754716.json │ │ ├── fd096ab6.json │ │ ├── fd4b2b02.json │ │ ├── fe9372f3.json │ │ ├── fea12743.json │ │ └── ff72ca3e.json │ └── training │ │ ├── 007bbfb7.json │ │ ├── 00d62c1b.json │ │ ├── 017c7c7b.json │ │ ├── 025d127b.json │ │ ├── 045e512c.json │ │ ├── 0520fde7.json │ │ ├── 05269061.json │ │ ├── 05f2a901.json │ │ ├── 06df4c85.json │ │ ├── 08ed6ac7.json │ │ ├── 09629e4f.json │ │ ├── 0962bcdd.json │ │ ├── 0a938d79.json │ │ ├── 0b148d64.json │ │ ├── 0ca9ddb6.json │ │ ├── 0d3d703e.json │ │ ├── 0dfd9992.json │ │ ├── 0e206a2e.json │ │ ├── 10fcaaa3.json │ │ ├── 11852cab.json │ │ ├── 1190e5a7.json │ │ ├── 137eaa0f.json │ │ ├── 150deff5.json │ │ ├── 178fcbfb.json │ │ ├── 1a07d186.json │ │ ├── 1b2d62fb.json │ │ ├── 1b60fb0c.json │ │ ├── 1bfc4729.json │ │ ├── 1c786137.json │ │ ├── 1caeab9d.json │ │ ├── 1cf80156.json │ │ ├── 1e0a9b12.json │ │ ├── 1e32b0e9.json │ │ ├── 1f0c79e5.json │ │ ├── 1f642eb9.json │ │ ├── 1f85a75f.json │ │ ├── 1f876c06.json │ │ ├── 1fad071e.json │ │ ├── 2013d3e2.json │ │ ├── 2204b7a8.json │ │ ├── 22168020.json │ │ ├── 22233c11.json │ │ ├── 2281f1f4.json │ │ ├── 228f6490.json │ │ ├── 22eb0ac0.json │ │ ├── 234bbc79.json │ │ ├── 23581191.json │ │ ├── 239be575.json │ │ ├── 23b5c85d.json │ │ ├── 253bf280.json │ │ ├── 25d487eb.json │ │ ├── 25d8a9c8.json │ │ ├── 25ff71a9.json │ │ ├── 264363fd.json │ │ ├── 272f95fa.json │ │ ├── 27a28665.json │ │ ├── 28bf18c6.json │ │ ├── 28e73c20.json │ │ ├── 29623171.json │ │ ├── 29c11459.json │ │ ├── 29ec7d0e.json │ │ ├── 2bcee788.json │ │ ├── 2bee17df.json │ │ ├── 2c608aff.json │ │ ├── 2dc579da.json │ │ ├── 2dd70a9a.json │ │ ├── 2dee498d.json │ │ ├── 31aa019c.json │ │ ├── 321b1fc6.json │ │ ├── 32597951.json │ │ ├── 3345333e.json │ │ ├── 3428a4f5.json │ │ ├── 3618c87e.json │ │ ├── 3631a71a.json │ │ ├── 363442ee.json │ │ ├── 36d67576.json │ │ ├── 36fdfd69.json │ │ ├── 3906de3d.json │ │ ├── 39a8645d.json │ │ ├── 39e1d7f9.json │ │ ├── 3aa6fb7a.json │ │ ├── 3ac3eb23.json │ │ ├── 3af2c5a8.json │ │ ├── 3bd67248.json │ │ ├── 3bdb4ada.json │ │ ├── 3befdf3e.json │ │ ├── 3c9b0459.json │ │ ├── 3de23699.json │ │ ├── 3e980e27.json │ │ ├── 3eda0437.json │ │ ├── 3f7978a0.json │ │ ├── 40853293.json │ │ ├── 4093f84a.json │ │ ├── 41e4d17e.json │ │ ├── 4258a5f9.json │ │ ├── 4290ef0e.json │ │ ├── 42a50994.json │ │ ├── 4347f46a.json │ │ ├── 444801d8.json │ │ ├── 445eab21.json │ │ ├── 447fd412.json │ │ ├── 44d8ac46.json │ │ ├── 44f52bb0.json │ │ ├── 4522001f.json │ │ ├── 4612dd53.json │ │ ├── 46442a0e.json │ │ ├── 469497ad.json │ │ ├── 46f33fce.json │ │ ├── 47c1f68c.json │ │ ├── 484b58aa.json │ │ ├── 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ef135b50.json │ │ ├── f15e1fac.json │ │ ├── f1cefba8.json │ │ ├── f25fbde4.json │ │ ├── f25ffba3.json │ │ ├── f2829549.json │ │ ├── f35d900a.json │ │ ├── f5b8619d.json │ │ ├── f76d97a5.json │ │ ├── f8a8fe49.json │ │ ├── f8b3ba0a.json │ │ ├── f8c80d96.json │ │ ├── f8ff0b80.json │ │ ├── f9012d9b.json │ │ ├── fafffa47.json │ │ ├── fcb5c309.json │ │ ├── fcc82909.json │ │ ├── feca6190.json │ │ ├── ff28f65a.json │ │ └── ff805c23.json ├── ASDiv.xml ├── GSM8k_test.jsonl ├── SVAMP.json ├── drop_v0_dev.jsonl.gz ├── gpqa_diamond.csv ├── gsmhardv2.jsonl ├── mgsm │ ├── mgsm_bn.tsv │ ├── mgsm_de.tsv │ ├── mgsm_en.tsv │ ├── mgsm_es.tsv │ ├── mgsm_fr.tsv │ ├── mgsm_ja.tsv │ ├── mgsm_ru.tsv │ ├── mgsm_sw.tsv │ ├── mgsm_te.tsv │ ├── mgsm_th.tsv │ └── mgsm_zh.tsv ├── mmlu.csv ├── readme.md ├── sampled_arc_test_data.pkl └── sampled_arc_val_data.pkl ├── examples ├── cerebras_arc │ ├── README.md │ ├── arc_prompt.py │ ├── logs │ │ └── .gitkeep │ ├── misc │ │ ├── cerebras_key.png │ │ ├── limits.png │ │ └── terminal_logs2.png │ ├── search.py │ └── utils.py ├── example.env ├── gemini_arc │ ├── README.md │ ├── arc_prompt.py │ ├── logs │ │ └── .gitkeep │ ├── misc │ │ ├── gemini_key.png │ │ ├── terminal_logs2.png │ │ ├── terminal_logs3.png │ │ └── terminal_logs4.png │ ├── search.py │ └── utils.py ├── nvidia_arc │ ├── README.md │ └── mistral_large2 │ │ ├── arc_prompt.py │ │ ├── logs │ │ └── .gitkeep │ │ ├── misc │ │ ├── nvidia_key.png │ │ └── terminal_logs2.png │ │ ├── search.py │ │ └── utils.py └── requirements.txt ├── misc ├── algo.png └── art_fig.png ├── requirements.txt └── results ├── arc_gpt3.5_results.json ├── drop_gpt3.5_results.json ├── gpqa_gpt3.5_results.json ├── mgsm_gpt3.5_results.json ├── mgsm_transfer_domains_results.json └── mmlu_gpt3.5_results.json /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/2187Nick/ADAS/HEAD/.gitignore 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