semran1's picture
Upload folder using huggingface_hub
684060f verified
Raw
History Blame Contribute Delete
5.29 kB
{
"config": {
"local_samples_dir": "data_samples/redmod_hf_streaming",
"merge_web": false,
"classifier": "distilbert",
"seed": 0,
"val_fraction": 0.2,
"target_model": "./qwen3p5base",
"generator": "hf",
"num_prompts": 3000,
"max_new_tokens": 512,
"gen_temperature": 0.8,
"top_p": 0.9,
"gen_seed": 0,
"hf_revision": null,
"hf_model_name": "distilbert/distilbert-base-uncased",
"hf_epochs": 3,
"hf_batch_size": 64,
"hf_lr": 2e-05,
"hf_weight_decay": 0.01,
"hf_max_length": 256,
"hf_pretrained_dir": null,
"bootstrap": false,
"n_boot": 300,
"prompts_style": "unconditional"
},
"categories": [
"cci4_extras_stem",
"dclm_pro",
"diverse_qa_filtered",
"extras",
"megamathweb_pro",
"nemotron_synth_code",
"retrieve_pile",
"sft_code_proc",
"sft_math_proc",
"textbooks_expanded"
],
"val_metrics": {
"val_acc": 0.9222,
"temperature": 1.1051709180756477,
"model_name": "distilbert/distilbert-base-uncased"
},
"confusion_matrix": [
[
0.977,
0.007,
0.0,
0.006,
0.0,
0.0,
0.01,
0.0,
0.0,
0.0
],
[
0.003,
0.801,
0.094,
0.01,
0.001,
0.0,
0.091,
0.0,
0.0,
0.0
],
[
0.0,
0.111,
0.783,
0.011,
0.01,
0.0,
0.085,
0.0,
0.0,
0.0
],
[
0.013,
0.015,
0.01,
0.93,
0.013,
0.001,
0.018,
0.0,
0.0,
0.0
],
[
0.001,
0.003,
0.0,
0.009,
0.978,
0.0,
0.007,
0.0,
0.0,
0.002
],
[
0.0,
0.0,
0.0,
0.0,
0.001,
0.999,
0.0,
0.0,
0.0,
0.0
],
[
0.007,
0.125,
0.088,
0.009,
0.008,
0.0,
0.761,
0.0,
0.0,
0.002
],
[
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
1.0,
0.0,
0.0
],
[
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
1.0,
0.0
],
[
0.0,
0.002,
0.0,
0.0,
0.002,
0.0,
0.003,
0.0,
0.0,
0.993
]
],
"pbar": [
0.21359796822071075,
0.04607619345188141,
0.0568278431892395,
0.43409791588783264,
0.1079854890704155,
0.004097343422472477,
0.125635027885437,
0.0022735290694981813,
0.002514379099011421,
0.0068938578478991985
],
"priors": {
"point": [
0.21129262330333382,
0.01759996867924386,
0.04850116596714966,
0.46227047717098,
0.10257029380532197,
0.0036387569878495794,
0.14289059730481754,
0.0022735743550584405,
0.002514424384571679,
0.0064481180416733775
],
"mean": [
0.21129262330333382,
0.01759996867924386,
0.04850116596714966,
0.46227047717098,
0.10257029380532197,
0.0036387569878495794,
0.14289059730481754,
0.0022735743550584405,
0.002514424384571679,
0.0064481180416733775
],
"ci_lo": [
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0
],
"ci_hi": [
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0
]
},
"unknown": {
"mode": "threshold",
"metric": "maxprob",
"threshold": 0.9,
"mean_probability": 0.13603055477142334,
"ci_lo": 0.13603055477142334,
"ci_hi": 0.13603055477142334
},
"categories_with_unknown": [
"cci4_extras_stem",
"dclm_pro",
"diverse_qa_filtered",
"extras",
"megamathweb_pro",
"nemotron_synth_code",
"retrieve_pile",
"sft_code_proc",
"sft_math_proc",
"textbooks_expanded",
"Unknown"
],
"priors_with_unknown": {
"point": [
0.18255037053627193,
0.015205835175846642,
0.041903525453577416,
0.39938756770696104,
0.08861759983591613,
0.0031437748561140076,
0.12345311008182316,
0.00196429877422576,
0.002172385840607599,
0.005570976967232924,
0.13603055477142334
],
"mean": [
0.18255037053627193,
0.015205835175846642,
0.041903525453577416,
0.39938756770696104,
0.08861759983591613,
0.0031437748561140076,
0.12345311008182316,
0.00196429877422576,
0.002172385840607599,
0.005570976967232924,
0.13603055477142334
],
"ci_lo": [
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.13603055477142334
],
"ci_hi": [
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.13603055477142334
]
},
"pbar_with_unknown": [
0.18454211950302124,
0.039808422327041626,
0.04909751936793327,
0.37504732608795166,
0.09329616278409958,
0.0035399794578552246,
0.10854482650756836,
0.001964259659871459,
0.002172346692532301,
0.005956082604825497,
0.13603055477142334
]
}