patching HF pytorch training neuronx image

* removing audio

* changed toml

* remove emacs

* ignoring some vulnerabilities for CVE

* upgrading accelerate to latest version

* installing peft

* removing accelerate and letting peft install it

* Revert "removing accelerate and letting peft install it"

This reverts commit 7b97b27.

* reverting toml file

---------

Co-authored-by: divya agarwal <agardiv@amazon.com>

Author: Hoyuelos

data/ignore_ids_safety_scan.json

@@ -1491,7 +1491,9 @@
                 "71579": "Temporarily ignoring to patch CRITICAL vulnerabilties",
                 "71584": "Temporarily ignoring to patch CRITICAL vulnerabilties",
                 "71587": "Temporarily ignoring to patch CRITICAL vulnerabilties",
-                "71692": "Temporarily ignoring to patch CRITICAL vulnerabilties"
+                "71692": "Temporarily ignoring to patch CRITICAL vulnerabilties",
+                "76170": "Temporarily ignoring to patch CRITICAL vulnerabilties",
+                "76180": "Temporarily ignoring to patch CRITICAL vulnerabilties"
             }
         }
     },

huggingface/pytorch/training/docker/2.1/py3/sdk2.20.0/Dockerfile.neuronx

@@ -14,16 +14,16 @@ ARG DATASETS_VERSION
 ARG GEVENT_VERSION=24.10.3
 ARG PYTHON=python3
 
-RUN apt-get remove -y --purge emacs && \
-apt-get autoremove -y
+RUN apt-get purge -y --auto-remove emacs && apt-get clean && rm -rf /usr/share/emacs /etc/emacs /var/lib/emacs
+
 
 RUN pip install --upgrade pip
 
  # install Hugging Face libraries and its dependencies
 RUN pip install --no-cache-dir \
 	"sagemaker==2.232.2" \
 	evaluate \
-	transformers[sklearn,sentencepiece,audio,vision]==${TRANSFORMERS_VERSION} \
+	transformers[sklearn,sentencepiece,vision]==${TRANSFORMERS_VERSION} \
 	datasets==${DATASETS_VERSION} \
 	optimum-neuron==${OPTIMUM_NEURON_VERSION} \
     peft \
@@ -46,6 +46,8 @@ RUN pip install -U \
 	google-auth \
 	"urllib3>=1.26.17,<1.27"
 
+RUN pip install "peft==0.14.0"
+
 RUN apt-get update \
  && apt install -y --no-install-recommends \
     git-lfs \