Hugging Face's logo

StyleDistance
/
mstyledistance

Feature Extraction
sentence-transformers
Safetensors
xlm-roberta
datadreamer
datadreamer-0.35.0
Synthetic
sentence-similarity
text-embeddings-inference
Model card Files
xet
 Community
2
mstyledistance
File size: 4,458 Bytes
b7ef2bd
 
 
 
 
 
 
 
02e88bc
 
b7ef2bd
 
02e88bc
b7ef2bd
 
 
 
 
 
 
 
6cf11f6
b7ef2bd
6cf11f6
b7ef2bd
 
 
 
 
 
02e88bc
b7ef2bd
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
{
    "output_dir": "./output/train-styledistance-model/_checkpoints",
    "overwrite_output_dir": false,
    "do_train": false,
    "do_eval": true,
    "do_predict": false,
    "evaluation_strategy": "steps",
    "prediction_loss_only": false,
    "per_device_train_batch_size": 96,
    "per_device_eval_batch_size": 96,
    "per_gpu_train_batch_size": null,
    "per_gpu_eval_batch_size": null,
    "gradient_accumulation_steps": 1,
    "eval_accumulation_steps": 1,
    "eval_delay": 0,
    "learning_rate": 0.0001,
    "weight_decay": 0.01,
    "adam_beta1": 0.9,
    "adam_beta2": 0.999,
    "adam_epsilon": 1e-08,
    "max_grad_norm": 1.0,
    "num_train_epochs": 2,
    "max_steps": -1,
    "lr_scheduler_type": "constant",
    "lr_scheduler_kwargs": {},
    "warmup_ratio": 0.0,
    "warmup_steps": 0,
    "log_level": "passive",
    "log_level_replica": "warning",
    "log_on_each_node": true,
    "logging_dir": "./output/train-styledistance-model/_checkpoints/runs/Nov30_22-23-47_nlpgpu09.seas.upenn.edu",
    "logging_strategy": "steps",
    "logging_first_step": false,
    "logging_steps": 10,
    "logging_nan_inf_filter": true,
    "save_strategy": "steps",
    "save_steps": 1000,
    "save_total_limit": 1,
    "save_safetensors": false,
    "save_on_each_node": false,
    "save_only_model": false,
    "no_cuda": false,
    "use_cpu": false,
    "use_mps_device": false,
    "seed": 42,
    "data_seed": null,
    "jit_mode_eval": false,
    "use_ipex": false,
    "bf16": false,
    "fp16": false,
    "fp16_opt_level": "O1",
    "half_precision_backend": "auto",
    "bf16_full_eval": false,
    "fp16_full_eval": false,
    "tf32": null,
    "local_rank": 0,
    "ddp_backend": null,
    "tpu_num_cores": null,
    "tpu_metrics_debug": false,
    "debug": [],
    "dataloader_drop_last": false,
    "eval_steps": 1000,
    "dataloader_num_workers": 0,
    "dataloader_prefetch_factor": null,
    "past_index": -1,
    "run_name": "DataDreamer - Train StyleDistance Model",
    "disable_tqdm": true,
    "remove_unused_columns": false,
    "label_names": null,
    "load_best_model_at_end": true,
    "metric_for_best_model": "eval_joint_metric",
    "greater_is_better": true,
    "ignore_data_skip": false,
    "fsdp": [
        "full_shard",
        "auto_wrap"
    ],
    "fsdp_min_num_params": 0,
    "fsdp_config": {
        "backward_prefetch": "backward_pre",
        "transformer_layer_cls_to_wrap": [
            "XLMRobertaEmbeddings",
            "XLMRobertaSelfAttention"
        ],
        "cpu_ram_efficient_loading": "true",
        "sync_module_states": "true",
        "min_num_params": 0,
        "xla": false,
        "xla_fsdp_v2": false,
        "xla_fsdp_grad_ckpt": false
    },
    "fsdp_transformer_layer_cls_to_wrap": null,
    "accelerator_config": {
        "split_batches": false,
        "dispatch_batches": null,
        "even_batches": true,
        "use_seedable_sampler": true,
        "gradient_accumulation_kwargs": null
    },
    "deepspeed": null,
    "label_smoothing_factor": 0.0,
    "optim": "adamw_torch",
    "optim_args": null,
    "adafactor": false,
    "group_by_length": false,
    "length_column_name": "length",
    "report_to": [],
    "ddp_find_unused_parameters": null,
    "ddp_bucket_cap_mb": null,
    "ddp_broadcast_buffers": null,
    "dataloader_pin_memory": true,
    "dataloader_persistent_workers": false,
    "skip_memory_metrics": true,
    "use_legacy_prediction_loop": false,
    "push_to_hub": false,
    "resume_from_checkpoint": null,
    "hub_model_id": null,
    "hub_strategy": "every_save",
    "hub_token": "<HUB_TOKEN>",
    "hub_private_repo": false,
    "hub_always_push": false,
    "gradient_checkpointing": false,
    "gradient_checkpointing_kwargs": null,
    "include_inputs_for_metrics": false,
    "eval_do_concat_batches": true,
    "fp16_backend": "auto",
    "push_to_hub_model_id": null,
    "push_to_hub_organization": null,
    "push_to_hub_token": "<PUSH_TO_HUB_TOKEN>",
    "mp_parameters": "",
    "auto_find_batch_size": false,
    "full_determinism": false,
    "torchdynamo": null,
    "ray_scope": "last",
    "ddp_timeout": 1800,
    "torch_compile": false,
    "torch_compile_backend": null,
    "torch_compile_mode": null,
    "dispatch_batches": null,
    "split_batches": null,
    "include_tokens_per_second": false,
    "include_num_input_tokens_seen": false,
    "neftune_noise_alpha": null,
    "optim_target_modules": null
}