Bert training update

.github/workflows/doc-build.yml

@@ -58,6 +58,7 @@ jobs:
       - name: Make documentation
         shell: bash
         run: |
+          doc-builder notebook-to-mdx notebooks/text-classification/fine_tune_bert.ipynb --output_dir docs/source/training_tutorials/
           doc-builder build optimum.neuron docs/source/ \
             --repo_name optimum-neuron \
             --build_dir neuron-doc-build/ \

.github/workflows/doc-pr-build.yml

@@ -42,6 +42,7 @@ jobs:
       - name: Make documentation
         shell: bash
         run: |
+          doc-builder notebook-to-mdx notebooks/text-classification/fine_tune_bert.ipynb --output_dir docs/source/training_tutorials/
           doc-builder build optimum.neuron docs/source/ \
             --repo_name optimum-neuron \
             --build_dir neuron-doc-build/ \

docs/README.md

@@ -7,6 +7,7 @@ pip install hf-doc-builder==0.4.0 watchdog --upgrade
 
 2. Local Development
 ```bash
+doc-builder notebook-to-mdx notebooks/text-classification/fine_tune_bert.ipynb --output_dir docs/source/training_tutorials/
 doc-builder preview optimum.neuron docs/source/
 ```
 3. Build Docs

docs/source/_toctree.yml

@@ -12,8 +12,6 @@
       title: Notebooks
     - local: training_tutorials/fine_tune_bert
       title: Fine-tune BERT for Text Classification on AWS Trainium
-    - local: training_tutorials/finetune_llm
-      title: Fine-tune Llama 3 8B on AWS Trainium
     - local: training_tutorials/sft_lora_finetune_llm
       title: Fine-tune Llama 3 8B on with LoRA and the SFTTrainer
     title: Training Tutorials