diff --git a/frameworks/llamafactory/0.9.2/Dockerfile b/frameworks/llamafactory/0.9.2/Dockerfile
new file mode 100644
index 0000000000000000000000000000000000000000..d133396378ca1068d21f8da481c981f6646cd441
--- /dev/null
+++ b/frameworks/llamafactory/0.9.2/Dockerfile
@@ -0,0 +1,82 @@
+# syntax=docker/dockerfile:1.6
+#
+# Dockerfile for LLaMA-Factory 0.9.2
+# --------------------------------------------------------------------
+# Base image: OpenCloudOS 9 (RHEL 9 compatible) + CUDA 12.8 devel
+# Python    : 3.11 (pre-installed in the base image)
+# PyTorch   : 2.6.0 + cu128 (matches LLaMA-Factory 0.9.2 requirements)
+# --------------------------------------------------------------------
+
+ARG CUDA_IMAGE=opencloudos/opencloudos9-cuda-devel:12.8
+FROM ${CUDA_IMAGE} AS base
+
+LABEL maintainer="harrywu0913"
+LABEL org.opencontainers.image.source="https://gitee.com/OpenCloudOS/ai-agent-container"
+LABEL org.opencontainers.image.description="LLaMA-Factory (GPU) on OpenCloudOS 9"
+
+# ---- Build-time arguments (override with --build-arg) --------------
+ARG LLAMA_FACTORY_VERSION=0.9.2
+ARG TORCH_VERSION=2.11.0
+ARG TORCH_CUDA=cu128
+ARG PYTHON_VERSION=3.11
+ARG APP_USER=llama
+ARG APP_UID=1000
+ARG APP_GID=1000
+
+# ---- Runtime environment ------------------------------------------
+ENV LANG=C.UTF-8 \
+    LC_ALL=C.UTF-8 \
+    PYTHONDONTWRITEBYTECODE=1 \
+    PYTHONUNBUFFERED=1 \
+    PIP_NO_CACHE_DIR=1 \
+    PIP_DISABLE_PIP_VERSION_CHECK=1 \
+    HF_HOME=/workspace/.cache/huggingface \
+    TRANSFORMERS_CACHE=/workspace/.cache/huggingface/transformers \
+    TORCH_HOME=/workspace/.cache/torch \
+    NVIDIA_VISIBLE_DEVICES=all \
+    NVIDIA_DRIVER_CAPABILITIES=compute,utility
+
+# ---- System packages ----------------------------------------------
+# The base image (OpenCloudOS 9) already ships Python 3.11 and pip3,
+# so we only install the build toolchain, VCS, and init helper via dnf.
+# `tini` lives in EPEL on EL9, so we enable epel-release first.
+RUN dnf install -y --setopt=install_weak_deps=False \
+        git \
+        curl \
+        ca-certificates \
+        tini \
+    && ln -sf /usr/bin/python${PYTHON_VERSION} /usr/bin/python \
+    && dnf clean all \
+    && rm -rf /var/cache/dnf
+
+# ---- Non-root user -------------------------------------------------
+RUN groupadd --gid ${APP_GID} ${APP_USER} \
+    && useradd --uid ${APP_UID} --gid ${APP_GID} --create-home --shell /bin/bash ${APP_USER} \
+    && mkdir -p /workspace /workspace/.cache \
+    && chown -R ${APP_USER}:${APP_USER} /workspace
+
+WORKDIR /workspace
+
+RUN python -m pip install --no-cache-dir\
+        --index-url https://download.pytorch.org/whl/${TORCH_CUDA} \
+        torch==${TORCH_VERSION} 
+        
+# Install LLaMA-Factory with the common extras:
+#   torch   - torch-related metrics
+#   metrics - rouge/bleu/etc.
+RUN python -m pip install --no-cache-dir\
+	pydantic==2.10.6 \
+        llamafactory[torch,metrics]==${LLAMA_FACTORY_VERSION}
+
+# ---- Final wiring --------------------------------------------------
+USER ${APP_USER}
+ENV PATH="/home/${APP_USER}/.local/bin:${PATH}"
+
+# Healthcheck: import the library; fails fast if the install broke.
+HEALTHCHECK --interval=30s --timeout=10s --start-period=20s --retries=3 \
+    CMD python -c "import llamafactory; print(llamafactory.__version__)" || exit 1
+
+# tini as PID 1 to reap zombies and forward signals cleanly.
+ENTRYPOINT ["/usr/bin/tini", "--"]
+CMD ["llamafactory-cli", "help"]
+
diff --git a/frameworks/llamafactory/0.9.2/README.md b/frameworks/llamafactory/0.9.2/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..23a11a07161129f247efc2ae3444f9acd6c0be2a
--- /dev/null
+++ b/frameworks/llamafactory/0.9.2/README.md
@@ -0,0 +1,43 @@
+# LLaMA-Factory on OpenCloudOS 9
+
+## 基本信息
+- **框架版本**：v0.9.2
+- **基础镜像**：opencloudos/opencloudos9-cuda-devel:12.8
+- **Python 版本**：3.11
+- **CUDA 版本**：12.8
+
+## 构建
+
+```bash
+docker build -t oc9-llamafactory:0.9.2 .
+```
+
+## 使用示例
+
+```bash
+docker run --rm oc9-llamafactory:0.9.2 \
+    python -c "import llamafactory; print(llamafactory.__version__)"
+```
+
+启动 WebUI（需要 GPU）：
+
+```bash
+docker run --rm --gpus all -p 7860:7860 \
+    -v "$PWD/data:/workspace/data" \
+    -v "$PWD/output:/workspace/output" \
+    -e GRADIO_SERVER_NAME=0.0.0.0 \
+    -e HF_TOKEN="${HF_TOKEN}" \
+    oc9-llamafactory:0.9.2 \
+    llamafactory-cli webui
+```
+
+构建后验证：
+
+```bash
+chmod +x test.sh
+./test.sh "oc9-llamafactory:0.9.2"
+```
+
+成功运行截图见 `screenshots/test-success.png`。
+
+
diff --git a/frameworks/llamafactory/0.9.2/build.conf b/frameworks/llamafactory/0.9.2/build.conf
new file mode 100644
index 0000000000000000000000000000000000000000..0ed8a0da45d6581570d7e1efeded6153bac9ae95
--- /dev/null
+++ b/frameworks/llamafactory/0.9.2/build.conf
@@ -0,0 +1,4 @@
+# Llama-Factory 0.9.2 on OpenCloudOS 9 (GPU)
+IMAGE_NAME=oc9-llamafactory
+IMAGE_TAG=0.9.2
+GPU_TEST=true
\ No newline at end of file
diff --git a/frameworks/llamafactory/0.9.2/test-success.png b/frameworks/llamafactory/0.9.2/test-success.png
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index 0000000000000000000000000000000000000000..461b8f057cb245ac14885912ed9714d2468df645
Binary files /dev/null and b/frameworks/llamafactory/0.9.2/test-success.png differ
diff --git a/frameworks/llamafactory/0.9.2/test.sh b/frameworks/llamafactory/0.9.2/test.sh
new file mode 100755
index 0000000000000000000000000000000000000000..dd7dee1829e0a1ad6b90cff1da24c8cf6989f2ac
--- /dev/null
+++ b/frameworks/llamafactory/0.9.2/test.sh
@@ -0,0 +1,90 @@
+#!/bin/bash
+# ---------------------------------------------------------------
+# test.sh - Post-build verification for oc9-llamafactory:0.9.2
+#
+# Usage:
+#   ./test.sh [IMAGE_TAG]
+#
+# Exit code: 0 on success, non-zero on any failed check.
+# ---------------------------------------------------------------
+set -euo pipefail
+
+IMAGE="${1:-oc9-llamafactory:0.9.2}"
+EXPECTED_LF_VERSION="0.9.2"
+EXPECTED_TORCH_MAJOR="2"
+
+pass() { printf "  \033[32m[✓ PASS]\033[0m %s\n" "$1"; }
+fail() { printf "  \033[31m[✗ FAIL]\033[0m %s\n" "$1"; exit 1; }
+info() { printf "\033[34m==>\033[0m %s\n" "$1"; }
+
+# --- 0. Prerequisites ------------------------------------------
+info "Checking prerequisites"
+command -v docker >/dev/null 2>&1 || fail "docker is not installed"
+pass "docker binary found: $(docker --version)"
+
+# --- 1. Image exists -------------------------------------------
+info "Checking image '${IMAGE}' exists"
+if ! docker image inspect "${IMAGE}" >/dev/null 2>&1; then
+    fail "image '${IMAGE}' not found. Build it first: docker build -t ${IMAGE} ."
+fi
+pass "image is present locally"
+
+# Detect whether the host exposes a GPU to Docker.
+GPU_FLAG=""
+if docker run --rm --gpus all "${IMAGE}" true >/dev/null 2>&1; then
+    GPU_FLAG="--gpus all"
+    info "GPU detected - running full test matrix"
+else
+    info "No GPU available - running CPU-only subset"
+fi
+
+# --- 2. Python & framework versions ----------------------------
+info "Verifying Python / PyTorch / LLaMA-Factory versions"
+VERS_OUTPUT="$(docker run --rm -i ${GPU_FLAG} "${IMAGE}" python - <<'PY'
+import sys, torch, llamafactory
+print(f"python={sys.version.split()[0]}")
+print(f"torch={torch.__version__}")
+print(f"llamafactory={llamafactory.__version__}")
+print(f"cuda_available={torch.cuda.is_available()}")
+PY
+)"
+echo "${VERS_OUTPUT}" | sed 's/^/    /'
+
+echo "${VERS_OUTPUT}" | grep -q "^python=3\.11" \
+    && pass "python 3.11 OK" \
+    || fail "unexpected python version"
+
+echo "${VERS_OUTPUT}" | grep -q "^torch=${EXPECTED_TORCH_MAJOR}\." \
+    && pass "torch ${EXPECTED_TORCH_MAJOR}.x OK" \
+    || fail "unexpected torch version"
+
+echo "${VERS_OUTPUT}" | grep -q "^llamafactory=${EXPECTED_LF_VERSION}" \
+    && pass "llamafactory ${EXPECTED_LF_VERSION} OK" \
+    || fail "unexpected llamafactory version"
+
+# --- 3. CUDA visibility (GPU hosts only) -----------------------
+if [[ -n "${GPU_FLAG}" ]]; then
+    info "Verifying CUDA is visible to PyTorch"
+    echo "${VERS_OUTPUT}" | grep -q "^cuda_available=True" \
+        && pass "torch.cuda.is_available() == True" \
+        || fail "CUDA not visible inside container"
+fi
+
+# --- 4. CLI smoke test -----------------------------------------
+info "Running 'llamafactory-cli help'"
+if docker run --rm ${GPU_FLAG} "${IMAGE}" llamafactory-cli help >/dev/null 2>&1; then
+    pass "llamafactory-cli help exited 0"
+else
+    fail "llamafactory-cli help failed"
+fi
+
+# --- 5. Non-root user ------------------------------------------
+info "Verifying the container runs as non-root"
+WHOAMI="$(docker run --rm ${GPU_FLAG} "${IMAGE}" whoami)"
+[[ "${WHOAMI}" == "llama" ]] \
+    && pass "runtime user is '${WHOAMI}'" \
+    || fail "expected 'llama', got '${WHOAMI}'"
+
+
+printf "\n\033[32mAll checks passed for %s\033[0m\n" "${IMAGE}"
+