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qnguyen3 / WitchLM-1.5B
Model's Last Updated: September 02 2024
Introduction of WitchLM-1.5B
Model Details of WitchLM-1.5B
Model description
WitchLM is cool!
Benchmarks
"leaderboard": {
"inst_level_strict_acc,none": 0.33573141486810554,
"inst_level_strict_acc_stderr,none": "N/A",
"inst_level_loose_acc,none": 0.39568345323741005,
"inst_level_loose_acc_stderr,none": "N/A",
"acc_norm,none": 0.3493319496692178,
"acc_norm_stderr,none": 0.005120138265236575,
"acc,none": 0.24418218085106383,
"acc_stderr,none": 0.003916649280281885,
"exact_match,none": 0.04078549848942598,
"exact_match_stderr,none": 0.005354025092648956,
"prompt_level_strict_acc,none": 0.1977818853974122,
"prompt_level_strict_acc_stderr,none": 0.01714125471908492,
"prompt_level_loose_acc,none": 0.25693160813308685,
"prompt_level_loose_acc_stderr,none": 0.018802962575636854,
"alias": "leaderboard"
},
"leaderboard_bbh": {
"acc_norm,none": 0.3591390383613956,
"acc_norm_stderr,none": 0.0058684522608536275,
"alias": " - leaderboard_bbh"
},
"leaderboard_gpqa": {
"acc_norm,none": 0.29194630872483224,
"acc_norm_stderr,none": 0.013178882651123217,
"alias": " - leaderboard_gpqa"
},
"leaderboard_ifeval": {
"prompt_level_strict_acc,none": 0.1977818853974122,
"prompt_level_strict_acc_stderr,none": 0.01714125471908492,
"inst_level_strict_acc,none": 0.33573141486810554,
"inst_level_strict_acc_stderr,none": "N/A",
"prompt_level_loose_acc,none": 0.25693160813308685,
"prompt_level_loose_acc_stderr,none": 0.018802962575636854,
"inst_level_loose_acc,none": 0.39568345323741005,
"inst_level_loose_acc_stderr,none": "N/A",
"alias": " - leaderboard_ifeval"
},
"leaderboard_math_hard": {
"exact_match,none": 0.04078549848942598,
"exact_match_stderr,none": 0.005354025092648956,
"alias": " - leaderboard_math_hard"
},
"leaderboard_mmlu_pro": {
"acc,none": 0.24418218085106383,
"acc_stderr,none": 0.003916649280281885,
"alias": " - leaderboard_mmlu_pro"
},
"leaderboard_musr": {
"acc_norm,none": 0.36507936507936506,
"acc_norm_stderr,none": 0.01715613678641816,
"alias": " - leaderboard_musr"
}
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 4
- eval_batch_size: 4
- seed: 42
- distributed_type: multi-GPU
- num_devices: 4
- gradient_accumulation_steps: 4
- total_train_batch_size: 64
- total_eval_batch_size: 16
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_steps: 50
- num_epochs: 5
Framework versions
- Transformers 4.44.0
- Pytorch 2.3.1+cu121
- Datasets 2.20.0
- Tokenizers 0.19.1
Runs of qnguyen3 WitchLM-1.5B on huggingface.co
47
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
0
30-day runs
More Information About WitchLM-1.5B huggingface.co Model
Url of WitchLM-1.5B
WitchLM-1.5B huggingface.co Url
Provider of WitchLM-1.5B huggingface.co
Other API from qnguyen3
Total runs:
2.3K
Run Growth:
2.2K
Growth Rate:
95.18%
Total runs:
157
Run Growth:
0
Growth Rate:
0.00%
Total runs:
59
Run Growth:
29
Growth Rate:
49.15%
Total runs:
49
Run Growth:
17
Growth Rate:
34.69%
Total runs:
39
Run Growth:
0
Growth Rate:
0.00%
Total runs:
32
Run Growth:
19
Growth Rate:
59.38%
Total runs:
24
Run Growth:
13
Growth Rate:
52.00%
Total runs:
12
Run Growth:
11
Growth Rate:
91.67%
Total runs:
1
Run Growth:
1
Growth Rate:
100.00%
Total runs:
0
Run Growth:
-1
Growth Rate:
0.00%
Total runs:
0
Run Growth:
0
Growth Rate:
0.00%
Total runs:
0
Run Growth:
0
Growth Rate:
0.00%
Total runs:
0
Run Growth:
0
Growth Rate:
0.00%