gpio-llm-rpi5-actions / provenance /split_report.json
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GPIO-LLM dataset release gpio_llm_v1
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{
"near_dup_threshold": 0.7,
"input": {
"golden": 98,
"generated": 1539,
"teacher": 83512,
"pipeline": 72515
},
"exact_duplicates_dropped": [],
"templates_moved_eval_to_train": [
{
"template_id": "header_invalid.p01",
"reason": "skeleton",
"example": "gen_header_invalid_0002"
},
{
"template_id": "invalid_gpio_nonint.p03",
"reason": "skeleton",
"example": "gen_invalid_gpio_nonint_0004"
},
{
"template_id": "reserved.p08",
"reason": "jaccard=0.80",
"example": "gen_reserved_0017"
}
],
"incremental_rows_dropped_for_leakage": [
{
"id": "gen_read_v2_0039",
"split": "eval",
"reason": "skeleton",
"vs": "teacher_full1_terra_gen_read_basic_0005_09"
},
{
"id": "gen_wait_invalid_v2_0010",
"split": "eval",
"reason": "skeleton",
"vs": "teacher_full1_terra_gen_wait_0009_08"
},
{
"id": "gen_ctx_v2_write_0028",
"split": "eval",
"reason": "skeleton",
"vs": "teacher_full1_terra_gen_ctx_off_0002_07"
},
{
"id": "gen_ctx_v2_write_0030",
"split": "eval",
"reason": "skeleton",
"vs": "teacher_full1_terra_gen_ctx_off_0007_08"
},
{
"id": "pl_glmflash_ep1_gen_header_ok_0017_80612b7559c5",
"split": "eval",
"reason": "jaccard=0.75",
"vs": "gen_header_v2_0007"
},
{
"id": "pl_glmflash_ep3_gen_wait_v2_0011_f122ae79fdef",
"split": "eval",
"reason": "skeleton",
"vs": "gen_wait_v2_0003"
},
{
"id": "pl_glmflash_ep4_gen_wait_v2_0010_3ef51d57bd47",
"split": "eval",
"reason": "jaccard=0.75",
"vs": "gen_wait_v2_0001"
},
{
"id": "gen_write_v2_0028",
"split": "train",
"reason": "skeleton",
"vs": "teacher_full3_terra_gen_write_v2_0038_04"
},
{
"id": "gen_write_v2_0030",
"split": "train",
"reason": "skeleton",
"vs": "teacher_full3_terra_gen_write_v2_0038_04"
},
{
"id": "gen_pwm_v2_0010",
"split": "train",
"reason": "skeleton",
"vs": "teacher_full1_terra_gen_pwm_0049_09"
},
{
"id": "gen_mode_v2_0009",
"split": "train",
"reason": "jaccard=0.71",
"vs": "teacher_full1_terra_gen_mode_io_0020_05"
},
{
"id": "gen_header_v2_0007",
"split": "train",
"reason": "skeleton",
"vs": "teacher_full1_terra_gen_header_ok_0018_06"
},
{
"id": "gen_header_v2_0008",
"split": "train",
"reason": "skeleton",
"vs": "teacher_full1_terra_gen_header_ok_0018_06"
},
{
"id": "gen_header_v2_0009",
"split": "train",
"reason": "skeleton",
"vs": "teacher_full1_terra_gen_header_ok_0018_06"
},
{
"id": "gen_header_reserved_v2_0005",
"split": "train",
"reason": "skeleton",
"vs": "teacher_full1_terra_gen_header_ok_0018_06"
},
{
"id": "gen_header_reserved_v2_0006",
"split": "train",
"reason": "skeleton",
"vs": "teacher_full1_terra_gen_header_ok_0018_06"
},
{
"id": "gen_header_power_v2_0005",
"split": "train",
"reason": "skeleton",
"vs": "teacher_full1_terra_gen_header_ok_0018_06"
},
{
"id": "gen_header_power_v2_0006",
"split": "train",
"reason": "skeleton",
"vs": "teacher_full1_terra_gen_header_ok_0018_06"
},
{
"id": "gen_wait_v2_0001",
"split": "train",
"reason": "skeleton",
"vs": "teacher_full1_terra_gen_wait_0012_01"
},
{
"id": "gen_wait_v2_0002",
"split": "train",
"reason": "jaccard=0.75",
"vs": "teacher_full1_terra_gen_wait_invalid_0003_01"
},
{
"id": "gen_wait_v2_0003",
"split": "train",
"reason": "jaccard=0.75",
"vs": "teacher_full1_terra_gen_wait_invalid_0003_01"
},
{
"id": "gen_invalid_gpio_nonint_v2_0007",
"split": "train",
"reason": "skeleton",
"vs": "teacher_full1_terra_gen_invalid_gpio_0040_02"
},
{
"id": "pl_glmflash_gen_header_power_v2_0003_fc08bd4da8af",
"split": "train",
"reason": "jaccard=0.75",
"vs": "gen_header_invalid_0002"
},
{
"id": "pl_glmflash_ep3_gen_header_power_0008_62315a7174c9",
"split": "train",
"reason": "jaccard=0.75",
"vs": "gen_header_invalid_0002"
},
{
"id": "pl_glmflash_ep1_gen_invalid_gpio_nonint_0004_ddd5fe36ed6b",
"split": "eval",
"reason": "eval_template_moved",
"vs": "invalid_gpio_nonint.p03"
},
{
"id": "pl_glmflash_ep1_gen_invalid_gpio_nonint_0004_033a50b57fea",
"split": "eval",
"reason": "eval_template_moved",
"vs": "invalid_gpio_nonint.p03"
},
{
"id": "pl_glmflash_ep2_gen_invalid_gpio_nonint_0004_e87b685c6c46",
"split": "eval",
"reason": "eval_template_moved",
"vs": "invalid_gpio_nonint.p03"
},
{
"id": "pl_glmflash_ep2_gen_invalid_gpio_nonint_0004_bc2d175442fb",
"split": "eval",
"reason": "eval_template_moved",
"vs": "invalid_gpio_nonint.p03"
},
{
"id": "pl_glmflash_ep4_gen_invalid_gpio_nonint_0004_7060153ab2e1",
"split": "eval",
"reason": "eval_template_moved",
"vs": "invalid_gpio_nonint.p03"
},
{
"id": "pl_glmflash_ep1_gen_reserved_0018_c5f6de0e9928",
"split": "eval",
"reason": "eval_template_moved",
"vs": "reserved.p08"
},
{
"id": "pl_glmflash_ep1_gen_reserved_0018_93ac1dec64d6",
"split": "eval",
"reason": "eval_template_moved",
"vs": "reserved.p08"
}
],
"output": {
"train": 58821,
"eval": 26297
},
"eval_fraction": 0.3089,
"max_cross_split_jaccard": 0.6923,
"max_cross_split_pair": [
"teacher_full1_terra_gen_driver_pwm_0007_00",
"teacher_full1_terra_gen_pwm_0004_00"
],
"train_templates": 323,
"eval_templates": 132,
"eval_category_counts": {
"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
}
}