Hugging Face's logo

tebebe
/
laya-devops-mlx

Text Classification
MLX
Safetensors
Laya
Polish
English
devops
decision-model
apple-silicon
experimental
synthetic-data
claude-code
litellm
Model card Files
xet
 Community
laya-devops-mlx
File size: 2,231 Bytes
aa73ff9
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
{
  "run_id": "devops-v29-p08-r1",
  "base_model": "local-checkpoint:devops-v29-p07-r1/model",
  "base_model_dir": "local-checkpoint:devops-v29-p07-r1/model",
  "dataset": "devops-permissions-v29-part-08-df4380ef",
  "dataset_sha256": "df4380ef275ce62aff1ba744b1c418278f8bd18e088126de7aded18d9547cb36",
  "hyperparameters": {
    "method": "full",
    "objective": "ce",
    "epochs": 1,
    "batch_size": 16,
    "grad_accum": 1,
    "lr": 1e-06,
    "head_lr": 5e-07,
    "lora_rank": 16,
    "lora_alpha": 32,
    "lora_dropout": 0.05,
    "dora": false,
    "rslora": false,
    "loraplus_ratio": 1.0,
    "lora_layers": 0,
    "full_layers": 22,
    "head_dropout": 0.1,
    "weight_decay": 0.01,
    "warmup": 0.06,
    "max_grad_norm": 1.0,
    "shuffle_options": true,
    "class_weighting": "none",
    "patience": 2,
    "grad_checkpoint": "off",
    "precision": "bfloat16",
    "seed": 308,
    "selection_metric": "last",
    "false_allow_penalty": 1.0,
    "deadline_at": null,
    "pause_file": "[local-workspace]/workspace/chunk-stop-request"
  },
  "trainable_params": 125101825,
  "total_params": 321908998,
  "train_decisions": 47125,
  "val_decisions": 2048,
  "updates": 2946,
  "best_epoch": 1,
  "best_val_loss": 3.0101684325466e-09,
  "best_val_accuracy": 1.0,
  "best_val_safety_score": 1.1,
  "best_val_operating_score": 1.1,
  "selection_metric": "last",
  "history": [
    {
      "epoch": 1,
      "val_loss": 3.0101684325466e-09,
      "val_accuracy": 1.0,
      "partial_epoch": false,
      "val_false_allows": 0,
      "val_allow_recall": 1.0,
      "val_safety_score": 1.1,
      "val_operating_accuracy": 1.0,
      "val_operating_allow_recall": 1.0,
      "val_operating_threshold_uncalibrated": 0.9,
      "val_operating_temperature": null,
      "val_operating_score": 1.1
    }
  ],
  "train_seconds": 4839.8,
  "peak_memory_gb": 35.98,
  "gradient_checkpointing": false,
  "calibration": {
    "ece_uncalibrated": 3.0101680037475376e-09,
    "ece_calibrated": 5.551115123125783e-16,
    "temperature": [
      0.5,
      1.0,
      1.0
    ],
    "temperature_by_options": {
      "choice:3-5": 0.5
    },
    "fitted_types": [
      "choice"
    ]
  },
  "created": "2026-10-20T12:59:47"
}