Hugging Face's logo

omrisap
/
LMMS_phase23_step_3000

Model card Files
xet
 Community
LMMS_phase23_step_3000
File size: 1,951 Bytes
d2e9379
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "model": {
    "phase1_dir": "omrisap/LMMS_phase1",
    "v_z": 512,
    "gumbel_tau_start": 1.0,
    "gumbel_tau_end": 0.3,
    "gumbel_anneal_steps": 3000,
    "z_prefix": "Z_",
    "latent_token": "<|latent|>",
    "answer_token": "<ANSWER>"
  },
  "data": {
    "dataset_name": "omrisap/phaseZ",
    "train_split": "train",
    "eval_split": "eval",
    "data_path": null,
    "max_length": null,
    "batch_size": 64,
    "rebalance_train": true,
    "k_max": 20,
    "target_k_dist": {
      "K1": 0.075,
      "K2": 0.1,
      "K3": 0.125,
      "K4_7": 0.3,
      "K8_12": 0.2,
      "K13_20": 0.2
    }
  },
  "loss": {
    "lambda_ans": 0.1,
    "lambda_ans_start": 0.05,
    "lambda_ans_end": 0.5,
    "lambda_ans_anneal_steps": 1000,
    "lambda_sft": 0.05,
    "lambda_cf": 1.0,
    "lambda_batch": 0.5,
    "lambda_consistency": 0.0,
    "lambda_no_answer_on_latent": 0.95,
    "digit_temperature": 0.1,
    "keep_prob": [
      0.02,
      0.05,
      0.1,
      0.5,
      1
    ],
    "counterfactual_schedule": {
      "1": 0.0,
      "2": 0.1,
      "3": 0.15,
      "4": 0.2,
      "5": 0.3,
      "6": 0.4,
      "7": 0.5,
      "8": 0.6,
      "9": 0.65,
      "10": 0.7,
      "11": 0.75,
      "12": 0.8,
      "13": 0.85,
      "14": 0.85,
      "15": 0.9,
      "16": 0.9,
      "17": 0.9,
      "18": 0.9,
      "19": 0.9,
      "20": 0.9
    }
  },
  "train": {
    "lr": 3e-05,
    "weight_decay": 0.0,
    "steps": 3000,
    "grad_accum": 1,
    "print_every": 5,
    "eval_every": 50,
    "eval_generate_every_mult": 2,
    "eval_generate_max_new_tokens": 64,
    "eval_generate_temperature": 1.0,
    "eval_generate_top_p": 0.95,
    "save_every": 500,
    "cf_debug_every": 0,
    "cf_warmup_steps": 100,
    "cf_bias_anneal_steps": 300,
    "cf_attention_bias_strength": 2.0,
    "cf_attention_bias_enabled": true,
    "cf_bias_apply_cf_path_only": true,
    "seed": 42,
    "output_dir": "./runs/phase23_gs"
  }
}