diff --git a/scripts/build-llama-rdna4.sh b/scripts/build-llama-rdna4.sh
new file mode 100755
index 0000000..0bb1203
--- /dev/null
+++ b/scripts/build-llama-rdna4.sh
@@ -0,0 +1,134 @@
+#!/usr/bin/env bash
+# Build mainline llama.cpp for Dankserver's two Radeon AI PRO R9700 (gfx1201,
+# Navi 48) with DFlash2 speculative decoding.
+#
+# Run on Dankserver.  Produces a self-contained build: the binary carries an
+# RPATH of $ORIGIN/../lib and the ROCm runtime is copied beside it, so nothing
+# depends on the host's ROCm packages (Ubuntu's 7.1) or on LD_LIBRARY_PATH.
+#
+#   bash scripts/build-llama-rdna4.sh
+#
+# WHY A PRIVATE TOOLCHAIN (ROCm 7.14.0a20260624, ~17 GiB extracted): the host's
+# ROCm is Ubuntu's 7.1 packaging, and the pre-existing RDNA4 llama.cpp build on
+# this box (charlie12345/ROCmFPX) was built against this same TheRock nightly.
+# Reusing it keeps the toolchain that is known to emit working gfx1201 code
+# objects; the tarball is only downloaded when the prefix is missing.
+#
+# WHY THIS REF: master at fb27a525 carries what this service needs and nothing
+# older does:
+#   * DFlash2 (`DFlash2DraftModel`): grouped dynamic depthwise convolution plus
+#     the candidate selector, detected from the draft GGUF
+#     (`selector_top_k > 0`) and served through the ordinary `--spec-type
+#     draft-dflash` path.  Landed with ggml-org/llama.cpp#27342.
+#   * qwen35 MTP: the `draft-mtp` implementation covers qwen35's single trained
+#     MTP head (common/speculative.cpp), which the target GGUF carries.
+# Do not "update to latest" casually: both features landed days apart and the
+# service depends on the pair.
+#
+# gfx1201 IS NOT gfx1200.  The ROCmFPX fork's docs/BUILD-AMD-ARCHITECTURES.md
+# records that a gfx1200 build links, loads the model and then segfaults on
+# these cards, so the arch list here is exactly gfx1201 and no other.
+set -euo pipefail
+
+LLAMA_SRC="${LLAMA_SRC:-/home/dank/GitPackages/llama.cpp-dflash2}"
+LLAMA_REPO="${LLAMA_REPO:-https://github.com/ggml-org/llama.cpp.git}"
+LLAMA_REF="${LLAMA_REF:-fb27a525d28381a16a4bb038858a10e4927381ca}"
+BUILD_DIR="${BUILD_DIR:-$LLAMA_SRC/build-rdna4-rocm714}"
+JOBS="${JOBS:-$(nproc)}"
+ROCM_VERSION="${ROCM_VERSION:-7.14.0a20260624}"
+ROCM_LOCAL_PATH="${ROCM_LOCAL_PATH:-${XDG_DATA_HOME:-$HOME/.local/share}/rocm-${ROCM_VERSION}}"
+HIP_ARCH="${HIP_ARCH:-gfx1201}"
+
+# ── Source ────────────────────────────────────────────────────────────
+if [[ ! -d "$LLAMA_SRC/.git" ]]; then
+    echo "cloning $LLAMA_REPO into $LLAMA_SRC"
+    git clone "$LLAMA_REPO" "$LLAMA_SRC"
+fi
+git -C "$LLAMA_SRC" fetch --quiet origin "$LLAMA_REF" 2>/dev/null || git -C "$LLAMA_SRC" fetch --quiet origin
+git -C "$LLAMA_SRC" checkout --detach "$LLAMA_REF"
+echo "building llama.cpp $(git -C "$LLAMA_SRC" rev-parse --short HEAD) from $LLAMA_SRC"
+
+# ── ROCm toolchain ────────────────────────────────────────────────────
+if [[ ! -x "$ROCM_LOCAL_PATH/llvm/bin/clang" ]]; then
+    TARBALL_URL="https://rocm.nightlies.amd.com/tarball-multi-arch/therock-dist-linux-gfx120X-all-${ROCM_VERSION}.tar.gz"
+    TARBALL="$LLAMA_SRC/rocm-${ROCM_VERSION}.tar.gz"
+    if [[ ! -s "$TARBALL" ]]; then
+        echo "downloading ROCm $ROCM_VERSION from TheRock nightlies"
+        curl -fL --retry 5 -o "$TARBALL" "$TARBALL_URL"
+    fi
+    echo "extracting into $ROCM_LOCAL_PATH"
+    mkdir -p "$ROCM_LOCAL_PATH"
+    tar --use-compress-program=gzip -xf "$TARBALL" -C "$ROCM_LOCAL_PATH" --strip-components=1
+fi
+CLANG="$ROCM_LOCAL_PATH/llvm/bin/clang"
+CLANGXX="$ROCM_LOCAL_PATH/llvm/bin/clang++"
+[[ -x "$CLANG" && -x "$CLANGXX" ]] || { echo "no clang/clang++ under $ROCM_LOCAL_PATH" >&2; exit 1; }
+
+# ggml-hip's CMake falls back to $ENV{ROCM_PATH} or /opt/rocm when these are
+# unset, which links a second, mismatched HIP runtime next to the local one.
+export ROCM_PATH="$ROCM_LOCAL_PATH"
+export HIP_PATH="$ROCM_LOCAL_PATH"
+
+# ── Configure ─────────────────────────────────────────────────────────
+# GGML_HIP_RCCL stays OFF: this host's second card cannot dispatch a RCCL
+# kernel at all (its PCIe path has no atomic routing), and layer-split serving
+# needs no collectives.  With RCCL off, llama.cpp logs "internal AllReduce init
+# failed ... falling back to meta-backend butterfly" and only --split-mode
+# tensor pays for it.
+cmake -S "$LLAMA_SRC" -B "$BUILD_DIR" \
+    -G Ninja \
+    -DCMAKE_BUILD_TYPE=Release \
+    -DCMAKE_C_COMPILER="$CLANG" \
+    -DCMAKE_CXX_COMPILER="$CLANGXX" \
+    -DCMAKE_CXX_FLAGS="-I${ROCM_LOCAL_PATH}/include" \
+    -DCMAKE_POSITION_INDEPENDENT_CODE=ON \
+    -DGGML_HIP=ON \
+    -DGGML_HIP_RCCL=OFF \
+    -DGGML_CUDA=OFF \
+    -DGGML_VULKAN=OFF \
+    -DGGML_NATIVE=OFF \
+    -DCMAKE_HIP_ARCHITECTURES="$HIP_ARCH" \
+    -DGPU_TARGETS="$HIP_ARCH" \
+    -DLLAMA_BUILD_SERVER=ON \
+    -DLLAMA_BUILD_WEBUI=OFF \
+    -DLLAMA_USE_PREBUILT_WEBUI=OFF \
+    -DLLAMA_BUILD_TESTS=OFF \
+    -DGGML_BUILD_TESTS=OFF \
+    -DCMAKE_PREFIX_PATH="$ROCM_LOCAL_PATH" \
+    -DROCM_DIR="$ROCM_LOCAL_PATH" \
+    -DBUILD_SHARED_LIBS=OFF
+
+# ── Build ─────────────────────────────────────────────────────────────
+cmake --build "$BUILD_DIR" -j "$JOBS" \
+    --target llama-server llama-cli llama-quantize llama-bench
+
+# ── Bundle the runtime ────────────────────────────────────────────────
+if command -v patchelf >/dev/null; then
+    LIB_DIR="$BUILD_DIR/lib"
+    mkdir -p "$LIB_DIR"
+    for pat in libamdhip64 librocblas libhipblas libhipblaslt librocsolver \
+               libroctx64 libamd_comgr libhsa-runtime64 librocm_kpack \
+               librocroller librocprofiler-register; do
+        cp -v "$ROCM_LOCAL_PATH/lib/$pat".so* "$LIB_DIR/" 2>/dev/null || true
+    done
+    cp -v "$ROCM_LOCAL_PATH/lib/llvm/lib"/libLLVM.so* \
+          "$ROCM_LOCAL_PATH/lib/llvm/lib"/libclang-cpp.so* \
+          "$ROCM_LOCAL_PATH/lib/llvm/lib"/libomp.so* \
+          "$ROCM_LOCAL_PATH/lib/llvm/lib"/libomptarget.so* "$LIB_DIR/" 2>/dev/null || true
+    cp -v "$ROCM_LOCAL_PATH/lib/rocm_sysdeps/lib"/librocm_sysdeps_*.so* "$LIB_DIR/" 2>/dev/null || true
+    [[ -d "$ROCM_LOCAL_PATH/lib/rocblas/library" ]] && \
+        cp -r "$ROCM_LOCAL_PATH/lib/rocblas/library" "$LIB_DIR/rocblas/" 2>/dev/null || true
+    [[ -d "$ROCM_LOCAL_PATH/lib/hipblaslt/library" ]] && \
+        cp -r "$ROCM_LOCAL_PATH/lib/hipblaslt/library" "$LIB_DIR/hipblaslt/" 2>/dev/null || true
+    for bin in "$BUILD_DIR"/bin/llama-*; do
+        [[ -f "$bin" ]] && patchelf --set-rpath '$ORIGIN/../lib' "$bin"
+    done
+else
+    echo "patchelf missing; run with LD_LIBRARY_PATH=$ROCM_LOCAL_PATH/lib:$ROCM_LOCAL_PATH/lib/llvm/lib" >&2
+fi
+
+echo
+echo "built for $HIP_ARCH:"
+"$BUILD_DIR/bin/llama-server" --version 2>&1 | head -3
+ldd "$BUILD_DIR/bin/llama-server" 2>/dev/null | grep -E "not found" && exit 1 || true
+echo "  $BUILD_DIR/bin/llama-server"
diff --git a/scripts/download-frank-medium-gguf.sh b/scripts/download-frank-medium-gguf.sh
new file mode 100755
index 0000000..34aeebf
--- /dev/null
+++ b/scripts/download-frank-medium-gguf.sh
@@ -0,0 +1,78 @@
+#!/usr/bin/env bash
+# Download the frank-medium payload for Dankserver (2x Radeon AI PRO R9700):
+# the target GGUF and the DFlash2 draft model, into /home/dank/models.
+#
+#   bash scripts/download-frank-medium-gguf.sh
+#   bash scripts/download-frank-medium-gguf.sh --verify-only
+#
+# Both repositories are public (anonymous download; no token needed).  If a
+# token exists at ~/.cache/huggingface/token it is used, which keeps a 31 GB
+# transfer clear of the anonymous rate limit.  The script is resumable
+# (curl -C -) and checks every artifact's exact byte count afterwards, so a
+# truncated file fails here instead of load-crashing the server.
+#
+# WHY THESE TWO FILES:
+#   * Target: ajgazin/Swift-Qwen3.8-27B-Uncensored-Dynamic-MTP-GGUF at
+#     UD-Q8_K_XL -- Unsloth Dynamic 3.0 quant (per-tensor types from Unsloth's
+#     own quant of the same size, on Unsloth's importance matrix).  The file
+#     carries the model's MTP layer (`blk.64.nextn.*`), so llama.cpp can also
+#     draft from the model itself with no second copy in VRAM.
+#   * Draft: z-lab/Qwen3.8-27B-DFlash2-GGUF at Q8_0 -- the block-diffusion
+#     drafter with the candidate selector (5 layers, hidden 5120).  Q8_0 is
+#     2.0 GiB against BF16's 3.9 GiB and the drafter's job is throughput, not
+#     output quality (verification is lossless either way).
+set -euo pipefail
+
+MODEL_REPO="ajgazin/Swift-Qwen3.8-27B-Uncensored-Dynamic-MTP-GGUF"
+MODEL_DIR="/home/dank/models/Swift-Qwen3.8-27B-Uncensored-Dynamic-MTP-GGUF"
+MODEL_FILE="Swift-Qwen3.8-27B-Uncensored-Dynamic-MTP-UD-Q8_K_XL.gguf"
+MODEL_SIZE=31457990112
+
+DRAFT_REPO="z-lab/Qwen3.8-27B-DFlash2-GGUF"
+DRAFT_DIR="/home/dank/models/Qwen3.8-27B-DFlash2-GGUF"
+DRAFT_FILE="Qwen3.8-27B-DFlash2-Q8_0.gguf"
+DRAFT_SIZE=2056414816
+
+mode="download"
+[[ "${1:-}" == "--verify-only" ]] && mode="verify"
+
+token=""
+auth=()
+if [[ -r "$HOME/.cache/huggingface/token" ]]; then
+    token="$(cat "$HOME/.cache/huggingface/token")"
+    auth=(-H "Authorization: Bearer $token")
+else
+    echo "no HF token at ~/.cache/huggingface/token; downloading anonymously"
+fi
+
+dl() { # dl <repo> <dir> <file>
+    mkdir -p "$2"
+    echo "  fetching $3"
+    curl -fL -C - -o "$2/$3" --retry 10 --retry-delay 5 --retry-max-time 21600 \
+        "${auth[@]}" "https://huggingface.co/$1/resolve/main/$3"
+}
+
+if [[ "$mode" == "download" ]]; then
+    echo "target: $MODEL_REPO"
+    dl "$MODEL_REPO" "$MODEL_DIR" "$MODEL_FILE"
+    echo "draft: $DRAFT_REPO"
+    dl "$DRAFT_REPO" "$DRAFT_DIR" "$DRAFT_FILE"
+fi
+
+echo "verifying sizes"
+ok=1
+check() { # check <path> <expected>
+    local act
+    act="$(stat -c%s "$1" 2>/dev/null || echo 0)"
+    if [[ "$act" -eq "$2" ]]; then
+        echo "  OK   $1 ($act bytes)"
+    else
+        echo "  BAD  $1 ($act bytes, want $2)" >&2
+        ok=0
+    fi
+}
+check "$MODEL_DIR/$MODEL_FILE" "$MODEL_SIZE"
+check "$DRAFT_DIR/$DRAFT_FILE" "$DRAFT_SIZE"
+[[ -z "$token" ]] && echo "note: no token used; the byte counts above are the integrity check"
+[[ "$ok" -eq 1 ]] || exit 1
+echo "all artifacts present and sized correctly"