{ "version": "gpio_llm_v1", "output_dir": "data/release/gpio_llm_v1", "seed": 20260914, "tokenizer": { "name": "gpio_llm_bpe_12k", "vocab_size": 12000, "sha256": "86496421654048f007d0c934db246855143ba73c9ba047d30b13f508ed03c796", "eos_token_id": 0, "pad_token_id": 1 }, "token_counts": "exact", "inputs": { "eval": { "path": "data/splits/eval.jsonl", "sha256": "6c68f153a265af312faf4dd74692321cb196aae3e8b7bda114f8ae4b1cbbca80" }, "file:gpio_actions": { "path": "data/cleaned/english/gpio_actions/train.jsonl", "sha256": "34d96c5c24d1824ec99f8183da5b943d6ed73041ab6ffc99f1856134077b66af" }, "manifest:fineweb_edu_dedup": { "path": "data/sources/english/fineweb_edu_dedup.json", "sha256": "121dffdc7f726d8040a652828891a7a4253cb49133b9ab2c558f5d58d8264ca1" }, "pretrain_mix": { "path": "configs/pretrain_mix.json", "sha256": "4519430665531cf3825318b686c4de2aec424f6d1a4ac9ca9a20e9cbb5d1ccd7" }, "release_config": { "path": "configs/release.json", "sha256": "0a061872a4734ffcc89247629227f7959e20753352f8f56b0e1d053ac1b6e462" }, "split_report": { "path": "data/splits/split_report.json", "sha256": "3a51178b24dba519bbc87aa9b97de797262c149197a57e18a6356c3659e9122a" }, "token_counts:fineweb_edu_dedup": { "path": "data/tokenized/counts/gpio_llm_bpe_12k/fineweb_edu_dedup.json", "sha256": "0e111b72bda99348fd59df677cc413042017fe682490ba70583cd5fa047e602e" }, "token_counts:gpio_actions": { "path": "data/tokenized/counts/gpio_llm_bpe_12k/gpio_actions.json", "sha256": "a40db9feb1b48dae0d2ee2c8680c8b4549320633cb2cf20845ce79d5d4588973" }, "token_counts:gpio_sft": { "path": "data/tokenized/counts/gpio_llm_bpe_12k/gpio_sft.json", "sha256": "9ac58053491f91e6cd03f00146fd0348ce8fb25839b85e670b24e41b9227652e" }, "tokenizer": { "path": "tokenizer/selected.json", "sha256": "310b947635bae51a4e2fe36780acbf820ace781bc7e9384f49ff824131947694" }, "train": { "path": "data/splits/train.jsonl", "sha256": "f86359ddcfb238c0f691aafd608ec8fc1e6a4ca2ebebeb880d2b1609cd98af26" } }, "sft": { "train": { "rows": 58821, "category": { "clarification": 3608, "driver": 1896, "error": 10853, "general_hardware": 162, "gpio_mode": 4513, "gpio_pwm": 5964, "gpio_read": 4079, "gpio_sequence": 6401, "gpio_timing": 6067, "gpio_write": 7960, "safety": 4187, "sensor": 3131 }, "action": { "ask_clarification": 3608, "gpio_mode": 4513, "gpio_pulse": 5453, "gpio_pwm": 6838, "gpio_read": 7210, "gpio_sequence": 6827, "gpio_write": 8556, "report_error": 15202, "wait": 614 }, "source": { "golden_manual": 98, "synthetic_template_v1": 787, "synthetic_template_v2": 279, "teacher": 57657 }, "difficulty": { "1": 6390, "2": 21540, "3": 25460, "4": 5431 }, "multi_turn": 746, "with_context": 8511, "tokens": 2939732, "replay": { "component": "fineweb_edu_dedup", "docs": 61, "tokens": 60659, "token_share": 0.0202 } }, "eval": { "rows": 26297, "category": { "clarification": 1672, "driver": 1168, "error": 4711, "general_hardware": 43, "gpio_mode": 1619, "gpio_pwm": 2286, "gpio_read": 1340, "gpio_sequence": 3880, "gpio_timing": 3133, "gpio_write": 3654, "safety": 1674, "sensor": 1117 }, "action": { "ask_clarification": 1672, "gpio_mode": 1619, "gpio_pulse": 2854, "gpio_pwm": 2723, "gpio_read": 2457, "gpio_sequence": 4248, "gpio_write": 4017, "report_error": 6428, "wait": 279 }, "source": { "synthetic_template_v1": 316, "synthetic_template_v2": 138, "teacher": 25843 }, "difficulty": { "1": 2217, "2": 8549, "3": 12164, "4": 3367 }, "multi_turn": 460, "with_context": 4143, "tokens": 1389199, "templates": 132 }, "eval_core": { "rows": 5083, "category": { "clarification": 264, "driver": 230, "error": 1124, "general_hardware": 43, "gpio_mode": 386, "gpio_pwm": 197, "gpio_read": 356, "gpio_sequence": 447, "gpio_timing": 506, "gpio_write": 900, "safety": 414, "sensor": 216 }, "action": { "ask_clarification": 264, "gpio_mode": 386, "gpio_pulse": 368, "gpio_pwm": 289, "gpio_read": 572, "gpio_sequence": 493, "gpio_write": 992, "report_error": 1581, "wait": 138 }, "source": { "synthetic_template_v1": 98, "synthetic_template_v2": 46, "teacher": 4939 }, "difficulty": { "1": 825, "2": 1408, "3": 2110, "4": 740 }, "multi_turn": 103, "with_context": 595, "per_template": 46, "templates": 132 }, "train_templates": 323, "teacher_models": { "deepseek/deepseek-v4.1-flash": 197, "gpt-5.6-terra": 10997, "z-ai/glm-5.3-flash": 72306 }, "split_report": { "near_dup_threshold": 0.7, "input": { "golden": 98, "generated": 1539, "teacher": 83512, "pipeline": 72515 }, "output": { "train": 58821, "eval": 26297 }, "eval_fraction": 0.3089, "max_cross_split_jaccard": 0.6923 } }, "pretrain": { "target_tokens": 550000000, "tokens": 550000271, "planned_tokens": 550000000, "components": [ { "name": "fineweb_edu_dedup", "weight": 0.6, "docs": 568793, "tokens": 532361879, "share": 0.9679, "planned_share": 0.9679, "epochs": 2.85, "available_train_tokens": 186818354, "val_docs": 996, "val_tokens": 967541 }, { "name": "gpio_actions", "weight": 0.03, "docs": 352926, "tokens": 17638392, "share": 0.0321, "planned_share": 0.0321, "epochs": 6.0, "available_train_tokens": 2939732, "val_docs": 0, "val_tokens": 0 } ] }, "spec_targets": { "gpio_examples": { "value": 85118, "target": 100000, "met": false, "accepted": "85,118 GPIO examples accepted as sufficient by the project owner on 2026-09-14 (SPEC.md: start small; expand only when experiments show more data helps)." }, "eval_examples": { "value": 26297, "target": 5000, "met": true }, "pretrain_tokens": { "value": 550000271, "target": 300000000, "met": true }, "source_text_bytes": { "value": 784247899, "target": 500000000, "met": true } }, "licenses": { "fineweb_edu_dedup": { "license": "ODC-BY-1.0", "attribution": "FineWeb-Edu (deduplicated, from SmolLM-Corpus) by Hugging Face, licensed under ODC-By 1.0; derived from Common Crawl web data, subject to the Common Crawl terms of use." } }, "files": [ { "file": "sft/train-00000.jsonl.gz", "stage": "sft", "split": "train", "rows": 58882, "tokens": 3000391, "rows_by_kind": { "fineweb_edu_dedup": 61, "sft": 58821 }, "bytes": 4993077, "sha256": "498c7ce04f1a98b19d396caec848fcc82b5f54f0ff6b782af4bb3758b082874d" }, { "file": "sft/eval-00000.jsonl.gz", "stage": "sft", "split": "eval", "rows": 26297, "tokens": 1389199, "rows_by_kind": { "sft": 26297 }, "bytes": 1213887, "sha256": "094f78ce6cd1f199dcee46ce9f1428d26035d3ebbedb75141ac793b0cdc8b0c7" }, { "file": "sft/eval_core-00000.jsonl.gz", "stage": "sft", "split": "eval_core", "rows": 5083, "tokens": 239620, "rows_by_kind": { "sft": 5083 }, "bytes": 313413, "sha256": "1485f323c0280a7fedcef81b44cba7c69a259dca7df83dbdd2ac669737834bf9" }, { "file": "pretrain/train-00000.jsonl.gz", "stage": "pretrain", "split": "train", "rows": 50000, "tokens": 25597397, "rows_by_kind": { "fineweb_edu_dedup": 26195, "gpio_actions": 23805 }, "bytes": 41605182, "sha256": "74fac447ea2d1f4113f8e5f164cee9996cd4abf65249c8af2a00343cc7791799" }, { "file": "pretrain/train-00001.jsonl.gz", "stage": "pretrain", "split": "train", "rows": 50000, "tokens": 25520103, "rows_by_kind": { "fineweb_edu_dedup": 25696, "gpio_actions": 24304 }, "bytes": 41436044, "sha256": "866b1efe70880b2378a80ff75e5f3a48d343776934eda8d06846fc03567987ab" }, { "file": "pretrain/train-00002.jsonl.gz", "stage": "pretrain", "split": "train", "rows": 50000, "tokens": 25632928, "rows_by_kind": { "fineweb_edu_dedup": 25565, "gpio_actions": 24435 }, "bytes": 41549669, "sha256": "60b4a2fb2a1d92351ceafa308dda7fd5d399941b58d723a88bd389faaba725de" }, { "file": "pretrain/train-00003.jsonl.gz", "stage": "pretrain", "split": "train", "rows": 50000, "tokens": 25518844, "rows_by_kind": { "fineweb_edu_dedup": 25785, "gpio_actions": 24215 }, "bytes": 41468895, "sha256": "26cd8b56041b58ae29a1e961a6ba61d3c54de9179f8edb703522b6e1d48d9755" }, { "file": "pretrain/train-00004.jsonl.gz", "stage": "pretrain", "split": "train", "rows": 50000, "tokens": 24712840, "rows_by_kind": { "fineweb_edu_dedup": 25908, "gpio_actions": 24092 }, "bytes": 40220152, "sha256": "b7a66d2b9849526d08cbee438f7b1a8b1777fcb2ab78a8c84c30cc3de880d0cb" }, { "file": "pretrain/train-00005.jsonl.gz", "stage": "pretrain", "split": "train", "rows": 50000, "tokens": 25499971, "rows_by_kind": { "fineweb_edu_dedup": 26137, "gpio_actions": 23863 }, "bytes": 41450755, "sha256": "ed7a176b385edd8cdf5c4ebea13102f8d09acf77fb20d8afd25b593ea04ebf45" }, { "file": "pretrain/train-00006.jsonl.gz", "stage": "pretrain", "split": "train", "rows": 50000, "tokens": 25327194, "rows_by_kind": { "fineweb_edu_dedup": 25705, "gpio_actions": 24295 }, "bytes": 41057393, "sha256": "738857ff66b1c3cb12b89edd9b9d38d38222a451504b17624ced49dac3ea4e1c" }, { "file": "pretrain/train-00007.jsonl.gz", "stage": "pretrain", "split": "train", "rows": 50000, "tokens": 25521403, "rows_by_kind": { "fineweb_edu_dedup": 25853, "gpio_actions": 24147 }, "bytes": 41296598, "sha256": "da7e146ec49b606bafe885268bc8cfcac69e0445cb78859049f1436dca447f61" }, { "file": "pretrain/train-00008.jsonl.gz", "stage": "pretrain", "split": "train", "rows": 50000, "tokens": 25641604, "rows_by_kind": { "fineweb_edu_dedup": 25766, "gpio_actions": 24234 }, "bytes": 41647484, "sha256": "40a7076604b2220b64793e3070e3bda2f6b32ed5a586c1af216937a3d36c48cf" }, { "file": "pretrain/train-00009.jsonl.gz", "stage": "pretrain", "split": "train", "rows": 50000, "tokens": 25399851, "rows_by_kind": { "fineweb_edu_dedup": 25356, "gpio_actions": 24644 }, "bytes": 41013134, "sha256": "1992ebd4e0d2d90406849cd6e5b4b3ae9eebcc1c56e5af054e6353dd0f9d59eb" }, { "file": "pretrain/train-00010.jsonl.gz", "stage": "pretrain", "split": "train", "rows": 50000, "tokens": 25380427, "rows_by_kind": { "fineweb_edu_dedup": 26155, "gpio_actions": 23845 }, "bytes": 41261013, "sha256": "8dad6ec73d98b4a06c57d4f0f232ad5280c77407391a790149d6120d0c52ae91" }, { "file": "pretrain/train-00011.jsonl.gz", "stage": "pretrain", "split": "train", "rows": 50000, "tokens": 25239783, "rows_by_kind": { "fineweb_edu_dedup": 25492, "gpio_actions": 24508 }, "bytes": 40986829, "sha256": "79222b737895908b10fb255b5175dbefe22be6b4e0462a4569ff71ad345640b4" }, { "file": "pretrain/train-00012.jsonl.gz", "stage": "pretrain", "split": "train", "rows": 50000, "tokens": 25697494, "rows_by_kind": { "fineweb_edu_dedup": 25900, "gpio_actions": 24100 }, "bytes": 41646860, "sha256": "0c4160e18ca21244353dd9c852be6f1ed8519aa4e43b52fd47ef9df49afc6513" }, { "file": "pretrain/train-00013.jsonl.gz", "stage": "pretrain", "split": "train", "rows": 50000, "tokens": 25361034, "rows_by_kind": { "fineweb_edu_dedup": 25967, "gpio_actions": 24033 }, "bytes": 41237241, "sha256": "ba1ff5af4638b4c1068b5b6c776f32c4fdc072ce4c6a7eee03459377722878fb" }, { "file": "pretrain/train-00014.jsonl.gz", "stage": "pretrain", "split": "train", "rows": 50000, "tokens": 33108619, "rows_by_kind": { "fineweb_edu_dedup": 35594, "gpio_actions": 14406 }, "bytes": 53790533, "sha256": "20465ad4c9126d49db1c8616bed0556c5042f62918b1fd9e58dd75c0c4431def" }, { "file": "pretrain/train-00015.jsonl.gz", "stage": "pretrain", "split": "train", "rows": 50000, "tokens": 46745060, "rows_by_kind": { "fineweb_edu_dedup": 50000 }, "bytes": 75458338, "sha256": "b042989b588df875d3ec220142ae872c9023c5e0a62094698679ee9cf00bbf48" }, { "file": "pretrain/train-00016.jsonl.gz", "stage": "pretrain", "split": "train", "rows": 50000, "tokens": 46388878, "rows_by_kind": { "fineweb_edu_dedup": 50000 }, "bytes": 75140959, "sha256": "efdc6ad8e298dbf70faab4bf3b0472236613533a8f5e7aee8a1123b92763a224" }, { "file": "pretrain/train-00017.jsonl.gz", "stage": "pretrain", "split": "train", "rows": 50000, "tokens": 47243732, "rows_by_kind": { "fineweb_edu_dedup": 50000 }, "bytes": 76366368, "sha256": "efc0713c258af6f7ccd9bec2233634cca4242b6e7d2346cb5809841fd041d068" }, { "file": "pretrain/train-00018.jsonl.gz", "stage": "pretrain", "split": "train", "rows": 21719, "tokens": 20463109, "rows_by_kind": { "fineweb_edu_dedup": 21719 }, "bytes": 33066464, "sha256": "ea07d8a6b1f42643f9ff3746512bbadbe66a5ad705bb80e1b59dc2e2c9f8c8de" }, { "file": "pretrain/val-00000.jsonl.gz", "stage": "pretrain", "split": "val", "rows": 996, "tokens": 967541, "rows_by_kind": { "fineweb_edu_dedup": 996 }, "bytes": 1562787, "sha256": "d0391fe9695cc3fa439bf2f348beaf497adf234571896dfd08fb1b9f9997cc6c" } ] }