diff --git a/Dockerfile b/Dockerfile
index 97546153b..39cff05b7 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,4 @@
-FROM ubuntu:20.04 AS build
+FROM ubuntu:21.04 AS build
 
 ARG DEBIAN_FRONTEND=noninteractive
 
@@ -22,23 +22,19 @@ WORKDIR /src/dim
 RUN sqlite3 -init /src/dim/database/migrations/*.sql /src/dim/dim_dev.db
 RUN DATABASE_URL="sqlite:///src/dim/dim_dev.db" cargo build --release
 
-FROM ubuntu:20.04 AS release
+FROM ubuntu:21.04 AS release
 ENV RUST_BACKTRACE=full
 ENV SSL_CERT_FILE=/etc/ssl/certs/ca-certificates.crt
 ENV SSL_CERT_DIR=/etc/ssl/certs
+ENV DEBIAN_FRONTEND=noninteractive
 
 RUN apt-get update && \
-    apt-get install -y ffmpeg ca-certificates sudo libsqlite3-dev
+    apt-get install -y ca-certificates sudo libsqlite3-dev libva2 libva-drm2 libharfbuzz0b libfontconfig libfribidi0 libtheora0 libvorbis0a libvorbisenc2
 
 COPY --from=build /src/dim/target/release/dim /opt/dim/dim
-COPY --from=build /src/dim/start.sh /opt/dim/start.sh
-
-RUN mkdir /opt/dim/utils
-RUN ln -s /usr/bin/ffmpeg /opt/dim/utils/ffmpeg
-RUN ln -s /usr/bin/ffprobe /opt/dim/utils/ffprobe
-
-RUN chmod +x /opt/dim/start.sh
+COPY --from=build /src/dim/utils/ffmpeg /opt/dim/utils/ffmpeg
+COPY --from=build /src/dim/utils/ffprobe /opt/dim/utils/ffprobe
 
 EXPOSE 8000
 VOLUME ["/opt/dim/transcoding", "/opt/dim/config"]
-CMD ["/opt/dim/start.sh"]
+CMD ["/opt/dim/dim"]
diff --git a/README.md b/README.md
index a16035e83..4d59bf72f 100644
--- a/README.md
+++ b/README.md
@@ -11,6 +11,8 @@ Dim is a self hosted media manager. With minimal setup, Dim will organize and be
 
 ## Running with docker
   1. `docker run -d -p 8000:8000/tcp --mount type=bind,source=/media,target=/media vgarleanu/dim:latest` 
+  You can also run dim with hardware accelerated transcoding enabled with:
+  2. `docker run -d -p 8000:8000/tcp --mount type=bind,source=/media,target=/media --device=/dev/dri/renderD128 vgarleanu/dim:latest`
 
 ## Running from source
 ### Dependencies
@@ -20,6 +22,9 @@ Dim is a self hosted media manager. With minimal setup, Dim will organize and be
   * rustc (nightly)
   * yarn, npm
   * libssl-dev
+  * libva
+  * libva-dev
+  * libva-drm
   * ffmpeg
 
   You can then clone the repository and build dim with the following commands:
diff --git a/dim/Cargo.toml b/dim/Cargo.toml
index 8973224f3..c4163f984 100644
--- a/dim/Cargo.toml
+++ b/dim/Cargo.toml
@@ -1,6 +1,6 @@
 [package]
 name = "dim"
-version = "0.3.0-rc5"
+version = "0.3.0-rc6"
 build = "src/build.rs"
 authors = ["Valerian G. <valerian@dusklabs.io>"]
 edition = "2018"
@@ -23,7 +23,7 @@ serde_json = "^1.0.64"
 database = { path = "../database", default-features = false, optional = true }
 events = { path = "../events" }
 auth = { path = "../auth" }
-nightfall = { git = "https://github.com/Dusk-Labs/nightfall", tag = "0.3.7" }
+nightfall = { git = "https://github.com/Dusk-Labs/nightfall", tag = "0.3.10" }
 
 lazy_static = "1.4.0"
 walkdir = "2.3.1"