| --- |
| license_name: microsoft-research-license |
| license_link: https://huggingface.co/microsoft/phi-2/resolve/main/LICENSE |
| language: |
| - en |
| pipeline_tag: text-generation |
| base_model: microsoft/phi-2 |
| tags: |
| - generated_from_trainer |
| model-index: |
| - name: phi-2-instruct |
| results: [] |
| datasets: |
| - HuggingFaceH4/ultrachat_200k |
| library_name: adapter-transformers |
| license: mit |
| --- |
| |
| <!-- This model card has been generated automatically according to the information the Trainer had access to. You |
| should probably proofread and complete it, then remove this comment. --> |
|
|
| # phi-2-instruct |
|
|
| This model is a fine-tuned version of [microsoft/phi-2](https://huggingface.co/microsoft/phi-2) on the filtered ultrachat200k dataset using the SFT technique. |
|
|
| ## Model description |
|
|
| More information about the model architecture and specific modifications made during fine-tuning is needed. |
|
|
| ## Intended uses & limitations |
|
|
| More information about the intended use cases and any limitations of the model is needed. |
|
|
| ## Training and evaluation data |
|
|
| More information about the datasets used for training and evaluation is needed. |
|
|
| ## Training procedure |
|
|
| ### Training hyperparameters |
|
|
| The following hyperparameters were used during training: |
| - learning_rate: 0.0002 |
| - train_batch_size: 4 |
| - eval_batch_size: 8 |
| - seed: 42 |
| - optimizer: Adam with betas=(0.9, 0.999) and epsilon=1e-08 |
| - lr_scheduler_type: cosine |
| - training_steps: 51967 |
|
|
| ### Training results |
|
|
| Detailed training results and performance metrics are not provided. It's recommended to reach out to the model creator for more information. |
|
|
| ### Framework versions |
|
|
| - Transformers 4.35.2 |
| - Pytorch 2.1.0+cu121 |
| - Datasets 2.15.0 |
| - Tokenizers 0.15.0 |
|
|
| ## Evaluation and Inference Example |
|
|
| - For an evaluation of the model and an inference example, refer to the [Inference Notebook](https://huggingface.co/venkycs/phi-2-instruct/blob/main/inference_phi_2_instruct.ipynb). |
|
|
| ## Full Training Metrics on TensorBoard |
|
|
| View the full training metrics on TensorBoard [here](https://huggingface.co/venkycs/phi-2-instruct/tensorboard). |
|
|
| ## Author's LinkedIn Profile |
|
|
| [venkycs](https://linkedin.com/in/venkycs) |
