StanfordAIMI / GREEN-Phi2

huggingface.co
Total runs: 28
24-hour runs: 0
7-day runs: -1
30-day runs: -4
Model's Last Updated: March 28 2024
text-generation

Introduction of GREEN-Phi2

Model Details of GREEN-Phi2

Phi-2

This model is a fine-tuned version of microsoft/phi-2 on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.0781
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: 8
  • eval_batch_size: 8
  • seed: 42
  • distributed_type: multi-GPU
  • num_devices: 8
  • gradient_accumulation_steps: 32
  • total_train_batch_size: 2048
  • total_eval_batch_size: 64
  • optimizer: Adam with betas=(0.9,0.95) and epsilon=1e-08
  • lr_scheduler_type: cosine
  • lr_scheduler_warmup_ratio: 0.05
  • num_epochs: 12.0
Training results
Training Loss Epoch Step Validation Loss
0.2903 0.64 25 0.1770
0.1566 1.28 50 0.1319
0.1379 1.92 75 0.1253
0.1246 2.56 100 0.1165
0.1159 3.2 125 0.1049
0.1048 3.84 150 0.0998
0.0947 4.48 175 0.0949
0.0872 5.12 200 0.0906
0.0836 5.76 225 0.0890
0.0774 6.39 250 0.0850
0.0717 7.03 275 0.0827
0.0639 7.67 300 0.0807
0.0596 8.31 325 0.0789
0.0555 8.95 350 0.0773
0.0498 9.59 375 0.0777
0.0491 10.23 400 0.0781
0.0467 10.87 425 0.0780
0.0459 11.51 450 0.0781
Framework versions
  • Transformers 4.38.1
  • Pytorch 2.2.1+cu121
  • Datasets 2.18.0
  • Tokenizers 0.15.2

Runs of StanfordAIMI GREEN-Phi2 on huggingface.co

28
Total runs
0
24-hour runs
0
3-day runs
-1
7-day runs
-4
30-day runs

More Information About GREEN-Phi2 huggingface.co Model

More GREEN-Phi2 license Visit here:

https://choosealicense.com/licenses/mit

GREEN-Phi2 huggingface.co

GREEN-Phi2 huggingface.co is an AI model on huggingface.co that provides GREEN-Phi2's model effect (), which can be used instantly with this StanfordAIMI GREEN-Phi2 model. huggingface.co supports a free trial of the GREEN-Phi2 model, and also provides paid use of the GREEN-Phi2. Support call GREEN-Phi2 model through api, including Node.js, Python, http.

StanfordAIMI GREEN-Phi2 online free

GREEN-Phi2 huggingface.co is an online trial and call api platform, which integrates GREEN-Phi2's modeling effects, including api services, and provides a free online trial of GREEN-Phi2, you can try GREEN-Phi2 online for free by clicking the link below.

StanfordAIMI GREEN-Phi2 online free url in huggingface.co:

https://huggingface.co/StanfordAIMI/GREEN-Phi2

GREEN-Phi2 install

GREEN-Phi2 is an open source model from GitHub that offers a free installation service, and any user can find GREEN-Phi2 on GitHub to install. At the same time, huggingface.co provides the effect of GREEN-Phi2 install, users can directly use GREEN-Phi2 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

GREEN-Phi2 install url in huggingface.co:

https://huggingface.co/StanfordAIMI/GREEN-Phi2

Url of GREEN-Phi2

Provider of GREEN-Phi2 huggingface.co

StanfordAIMI
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