Update nightly to install flax at head

pin flax install

Install only if nightly

Syntax error in dockerfile fixed

Update baseimage arg to build time as well

Author: Rohan-Bierneni

maxdiffusion_jax_ai_image_tpu.Dockerfile

@@ -3,6 +3,8 @@ ARG JAX_AI_IMAGE_BASEIMAGE
 # JAX AI Base Image
 FROM $JAX_AI_IMAGE_BASEIMAGE
 
+ARG JAX_AI_IMAGE_BASEIMAGE
+
 ARG COMMIT_HASH
 
 ENV COMMIT_HASH=$COMMIT_HASH
@@ -18,5 +20,12 @@ COPY . .
 # Install Maxdiffusion Jax AI Image requirements
 RUN pip install -r /deps/requirements_with_jax_ai_image.txt
 
+# TODO: Remove the flax pin and fsspec overrides once flax stable version releases
+RUN if echo "$JAX_AI_IMAGE_BASEIMAGE" | grep -q "nightly"; then \
+        echo "Nightly build detected: Installing specific Flax commit and fsspec." && \
+        pip install --upgrade --force-reinstall git+https://github.com/google/flax.git@ef78d6584623511746be4824965cdef42b464583 && \
+        pip install "fsspec==2025.10.0"; \
+    fi
+
 # Run the script available in JAX-AI-Image base image to generate the manifest file
 RUN bash /jax-ai-image/generate_manifest.sh PREFIX=maxdiffusion COMMIT_HASH=$COMMIT_HASH