Hugging Face's logo

mrjackspade
/
Ideogram4-Natural-Language-Text-Encoder

Text-to-Image
comfyui
ideogram4
qwen3-vl
text-encoder
lora
fp8
flow-matching
experimental
Model card Files
xet
 Community
Ideogram4-Natural-Language-Text-Encoder
File size: 3,797 Bytes
4b79c98
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
{
  "schema_version": 1,
  "status": "complete",
  "config_fingerprint": "0667d4ea7a9eeb08101909c8f4b52860faadd491ce6d4ceb8094405e04a5f75e",
  "dataset_fingerprint": "6cf9eb3d777a338eb007dcc5606b2aac6605bf899a191ea399ccd77d5527acfb",
  "cursor": {
    "global_step": 5000,
    "micro_step": 40124,
    "dataset_epoch": 2,
    "sample_offset": 17600,
    "accumulation_step": 0
  },
  "extra": {
    "last_metrics": {
      "global_step": 5000,
      "behavior_loss": 0.016017724061384797,
      "behavior_microbatches": 8,
      "behavior_singleton_microbatches": 0,
      "oom_replayed_as_singletons": false,
      "gradient_norm": 0.012397946789860725,
      "learning_rate_used": 1e-06,
      "step_seconds": 11.805,
      "peak_reserved_gib": 24.904,
      "optimizer_state_device": "cpu_between_updates",
      "weighted_behavior_objective": 0.016017724061384797,
      "validation_behavior_loss": 0.016737566627562046,
      "lr_window_phase": "collecting",
      "validation_interval": 10,
      "next_validation_step": 5010,
      "learning_rate": 1e-06
    },
    "reason": "session_limit",
    "parent": null,
    "lr_control": {
      "version": 3,
      "config": {
        "factor": 0.5,
        "minimum_learning_rate": 1e-06,
        "window_steps": 50,
        "probe_every_steps": 10,
        "confirmation_steps": 20,
        "minimum_descent_to_noise": 1.0,
        "minimum_relative_descent": 0.0
      },
      "state": {
        "learning_rate": 1e-06,
        "points": [
          {
            "step": 4960,
            "loss": 0.016812349539250135
          },
          {
            "step": 4970,
            "loss": 0.016733078290708362
          },
          {
            "step": 4980,
            "loss": 0.016717635430395603
          },
          {
            "step": 4990,
            "loss": 0.016753521063365043
          },
          {
            "step": 5000,
            "loss": 0.016737566627562046
          }
        ],
        "training_points": [
          {
            "step": 4970,
            "loss": 0.015235144022153691
          },
          {
            "step": 4980,
            "loss": 0.013825824274681509
          },
          {
            "step": 4990,
            "loss": 0.013259278662735597
          },
          {
            "step": 5000,
            "loss": 0.013512403922504745
          }
        ],
        "training_loss_sum": 0.0,
        "training_loss_count": 0,
        "last_training_step": 5000,
        "window_start_step": 4960,
        "next_validation_step": 5010,
        "last_analysis": {
          "start_step": 4890,
          "end_step": 4960,
          "point_count": 8,
          "log_slope_per_step": 4.04361902428918e-05,
          "fitted_log_descent": -0.0028305333170024257,
          "relative_descent": -0.002834543058775063,
          "residual_mad_scale": 0.0015034014177076266,
          "descent_to_noise": -1.882752858726446,
          "accepted": false,
          "elbow_step": 4890
        },
        "last_training_analysis": {
          "start_step": 4900,
          "end_step": 4960,
          "point_count": 7,
          "log_slope_per_step": -0.00015988120629852886,
          "fitted_log_descent": 0.009592872377911732,
          "relative_descent": 0.009547007553316611,
          "residual_mad_scale": 0.128691405423272,
          "descent_to_noise": 0.07454167080047287,
          "accepted": false,
          "elbow_step": 4900
        },
        "confirming": false,
        "pending_rollback": null,
        "reductions": 9
      }
    },
    "rollback_replay": null
  },
  "files": {
    "adapters.safetensors": "39925cea8660d30a05ffe4b899903351d4c53b80d950efc0e1667837c7a1cb9c",
    "training_state.pt": "61bd503f76b53837fbac2fccf9ba69662dace1d8e39c4b97ff8663703a58ccb2"
  }
}