Update README.md

README.md

@@ -16,21 +16,21 @@ library_name: adapter-transformers
 <!-- 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_0-finetuned
+# phi-2-instruct
 
-This model is a fine-tuned version of [microsoft/phi-2](https://huggingface.co/microsoft/phi-2) on an unknown dataset.
+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 needed
+More information about the model architecture and specific modifications made during fine-tuning is needed.
 
 ## Intended uses & limitations
 
-More information needed
+More information about the intended use cases and any limitations of the model is needed.
 
 ## Training and evaluation data
 
-More information needed
+More information about the datasets used for training and evaluation is needed.
 
 ## Training procedure
 
@@ -41,17 +41,29 @@ The following hyperparameters were used during training:
 - train_batch_size: 4
 - eval_batch_size: 8
 - seed: 42
-- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- 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
+- 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)