HuggingFaceTB / classifier-rust-clip-500k

huggingface.co
Total runs: 10
24-hour runs: 0
7-day runs: 0
30-day runs: 0
Model's Last Updated: September 23 2024

Introduction of classifier-rust-clip-500k

Model Details of classifier-rust-clip-500k

classifier-rust-clip-500k

This model is a fine-tuned version of bigcode/starencoder on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.4185
  • Precision: 0.5163
  • Recall: 0.3836
  • F1 Macro: 0.3989
  • Accuracy: 0.5688
  • F1 Binary Minimum3: 0.6972
  • F1 Binary Minimum2: 0.9545
Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure
Training hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 0.0001
  • train_batch_size: 16
  • eval_batch_size: 256
  • seed: 0
  • distributed_type: multi-GPU
  • num_devices: 8
  • total_train_batch_size: 128
  • total_eval_batch_size: 2048
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 200
  • num_epochs: 50
Training results
Training Loss Epoch Step Validation Loss Precision Recall F1 Macro Accuracy F1 Binary Minimum3 F1 Binary Minimum2
No log 0 0 8.2809 0.0271 0.2 0.0478 0.1357 0 0
0.4614 2.4814 1000 0.4844 0.5586 0.3497 0.3461 0.5585 0.6042 0.9517
0.4569 4.9628 2000 0.4355 0.5070 0.3659 0.3733 0.5592 0.6875 0.9521
0.4615 7.4442 3000 0.4315 0.5132 0.3659 0.3777 0.5570 0.6942 0.9516
0.4527 9.9256 4000 0.4322 0.5096 0.3670 0.3781 0.5638 0.6812 0.9522
0.4402 12.4069 5000 0.4278 0.5149 0.3773 0.3900 0.5559 0.6984 0.9530
0.4305 14.8883 6000 0.4458 0.4989 0.3682 0.3739 0.5695 0.6485 0.9515
0.4424 17.3697 7000 0.4282 0.5134 0.3808 0.3956 0.5526 0.7010 0.9541
0.4465 19.8511 8000 0.4294 0.5181 0.3750 0.3916 0.5521 0.7033 0.9516
0.4297 22.3325 9000 0.4248 0.5138 0.3816 0.3973 0.5589 0.7026 0.9538
0.4269 24.8139 10000 0.4219 0.5182 0.3777 0.3924 0.5611 0.6977 0.9534
0.4273 27.2953 11000 0.4254 0.5056 0.3790 0.3903 0.5711 0.6754 0.9536
0.4289 29.7767 12000 0.4211 0.5109 0.3807 0.3957 0.5611 0.6975 0.9538
0.4273 32.2581 13000 0.4208 0.5169 0.3828 0.3976 0.5690 0.6908 0.9542
0.4458 34.7395 14000 0.4198 0.5149 0.3791 0.3948 0.5631 0.6940 0.9535
0.4124 37.2208 15000 0.4218 0.5163 0.3788 0.3931 0.5709 0.6855 0.9536
0.426 39.7022 16000 0.4197 0.5236 0.3822 0.3972 0.5704 0.6929 0.9545
0.4432 42.1836 17000 0.4190 0.5209 0.3852 0.3997 0.5708 0.6913 0.9548
0.4266 44.6650 18000 0.4190 0.5170 0.3829 0.3973 0.5681 0.6921 0.9545
0.4448 47.1464 19000 0.4189 0.5175 0.3826 0.3984 0.5680 0.6959 0.9543
0.4229 49.6278 20000 0.4185 0.5163 0.3836 0.3989 0.5688 0.6972 0.9545
Framework versions
  • Transformers 4.43.4
  • Pytorch 2.4.0+cu121
  • Datasets 2.21.0
  • Tokenizers 0.19.1

Runs of HuggingFaceTB classifier-rust-clip-500k on huggingface.co

10
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
0
30-day runs

More Information About classifier-rust-clip-500k huggingface.co Model

classifier-rust-clip-500k huggingface.co

classifier-rust-clip-500k huggingface.co is an AI model on huggingface.co that provides classifier-rust-clip-500k's model effect (), which can be used instantly with this HuggingFaceTB classifier-rust-clip-500k model. huggingface.co supports a free trial of the classifier-rust-clip-500k model, and also provides paid use of the classifier-rust-clip-500k. Support call classifier-rust-clip-500k model through api, including Node.js, Python, http.

classifier-rust-clip-500k huggingface.co Url

https://huggingface.co/HuggingFaceTB/classifier-rust-clip-500k

HuggingFaceTB classifier-rust-clip-500k online free

classifier-rust-clip-500k huggingface.co is an online trial and call api platform, which integrates classifier-rust-clip-500k's modeling effects, including api services, and provides a free online trial of classifier-rust-clip-500k, you can try classifier-rust-clip-500k online for free by clicking the link below.

HuggingFaceTB classifier-rust-clip-500k online free url in huggingface.co:

https://huggingface.co/HuggingFaceTB/classifier-rust-clip-500k

classifier-rust-clip-500k install

classifier-rust-clip-500k is an open source model from GitHub that offers a free installation service, and any user can find classifier-rust-clip-500k on GitHub to install. At the same time, huggingface.co provides the effect of classifier-rust-clip-500k install, users can directly use classifier-rust-clip-500k installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

classifier-rust-clip-500k install url in huggingface.co:

https://huggingface.co/HuggingFaceTB/classifier-rust-clip-500k

Url of classifier-rust-clip-500k

classifier-rust-clip-500k huggingface.co Url

Provider of classifier-rust-clip-500k huggingface.co

HuggingFaceTB
ORGANIZATIONS

Other API from HuggingFaceTB