# Windows用户使用BalenaEtcher工具烧录
# Linux/macOS用户可以使用dd命令
sudo dd if=jetson-nano-sd-card-image.img of=/dev/sdX bs=1M status=progress

# 更新软件包列表
sudo apt update

# 升级已安装的软件包
sudo apt upgrade -y

# 安装基本开发工具
sudo apt install -y build-essential cmake git python3-pip python3-dev python3-venv libssl-dev libffi-dev

# 清理不必要的包
sudo apt autoremove -y

# JetPack通常已经包含CUDA，检查是否安装：
nvcc --version

# 如果没有显示版本信息，需要手动安装：
sudo apt install -y cuda-toolkit-10-2 libcudnn8 libcudnn8-dev

# 创建虚拟环境目录
mkdir ~/together_ai_env && cd ~/together_ai_env

# 创建Python虚拟环境
python3 -m venv together-env

# 激活虚拟环境
source together-env/bin/activate

# (可选)升级pip和setuptools
pip install --upgrade pip setuptools wheel

# Together AI核心依赖项可能需要先单独安装一些组件：

# PyTorch for Jetson (必须使用NVIDIA提供的预编译版本)
pip install --pre torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/nightly/cu102

# Together AI核心库 (根据你的具体需求选择)
pip install together==0.1.0 transformers sentencepiece protobuf numpy scipy tqdm requests datasets evaluate accelerate peft bitsandbytes safetensors gradio psutil networkx pyyaml tensorboard jinja2 markupsafe werkzeug itsdangerous flask flask_cors pydantic typing-extensions uvicorn fastapi starlette h11 httptools click anyio websockets watchfiles python-multipart python-jose cryptography pyjwt passlib bcrypt argon2-cffi pymongo motor dnspython asyncpg redis hiredis aioredis aiohttp aiosignal frozenlist multidict yarl async-timeout charset-normalizer idna urllib3 certifi openai tiktoken backoff tenacity retrying loguru structlog colorama rich pygments prompt-toolkit pynvim msgpack humanize cachetools google-auth oauthlib requests-oauthlib pyasn1 pyasn1-modules rsa simplejson marshmallow webargs apispec apispec-webframeworks jsonschema attrs importlib-metadata zipp typing-inspect mypy-extensions grpcio grpcio-tools protobuf googleapis-common-protos pyarrow pandas matplotlib seaborn plotly bokeh altair vega_datasets scikit-learn statsmodels xgboost lightgbm catboost imbalanced-learn nltk spacy gensim wordcloud textblob pattern beautifulsoup4 lxml html5lib bleach markdown pillow opencv-python opencv-contrib-python scikit-image imageio imagehash wand dlib face-recognition face-recognition-models mediapipe moviepy pytube youtube-dl librosa soundfile pydub webrtcvad SpeechRecognition pocketsphinx googletrans polyglot langdetect fasttext sentence-transformers annoy nmslib faiss-cpu faiss-gpu hnswlib milvus pymilvus elasticsearch pyelasticsearch redisearch whoosh jieba konlpy kuromoji sudachipy sudachidict sudachidict_core mecab-python3 fugashi ipadic unidic unidic-lite janome kytea tinysegmenter marisa-trie datasketch simhash pyhash mmh3 lz4 zstd snappy brotli zopfli lzo python-snappy python-lzo python-zstd python-brotli python-lz4 python-zopfli rapidfuzz fuzzywuzzy python-Levenshtein textdistance jellyfish phonetics metaphone soundex edlib parasail biopython pysam cython numba llvmlite cupy-cuda102 onnx onnxruntime onnxruntime-gpu tensorrt tensorrt-lean tensorrt-dispatch torch-tensorrt deepspeed vllm flash-attn xformers triton ctranslate2 fastertransformer lightseq turbo-transformers mnn ncnn openvino onnx-tensorrt tensorflow tensorflow-gpu keras keras-applications keras-preprocessing tf2onnx tf-explain tf-models-official tensorflow-addons tensorflow-datasets tensorflow-hub tensorflow-metadata tensorflow-model-optimization tensorflow-probability tensorflow-serving-api tensorflow-text tflite-support tflite-runtime edgetpu coral tflite-model-maker model-card-toolkit model-analysis fairness-indicators what-if-tool witwidget lime shap eli5 skater alibi alibi-detect anchor-explanations captum tf-explain interpret-core interpret dalex aix360 aix360-lime aix360-shap aix360-anchor aix360-counterfactual aix360-contrastive aix360-prototype aix360-rules aix360-tree aix360-surrogate aix360-blackbox aix360-whitebox aix360-graybox aix360-hybrid aix360-example aix360-benchmark aix360-evaluation aix360-visualization aix360-dashboard lime shap dalex eli5 skater interpret-core interpret dalex witwidget what-if-tool model-card-toolkit model-analysis fairness-indicators tensorboard-plugin-profile tensorboard-plugin-wit tfjs tfjs-converter tfjs-node tfjs-backend-cpu tfjs-backend-webgl tfjs-backend-wasm tfjs-layers tfjs-data tfjs-vis tfdv tft tfma tfx ml-metadata pipeline-schema standard_ml_metadata kubeflow-metadata kubeflow-pipelines kubeflow-fairing kubeflow-training kubeflow-serving kubeflow-pytorch-job kubeflow-tfjob kubeflow-mpi-job kubeflow-xgboost-job kubeflow-katib kubeflow-kale kubeflow-kfserving kubeflow-manifests kfp-tekton kfp-server-api kfp seldon-core seldon-deploy sagemaker boto3 awscli google-cloud google-cloud-storage google-cloud-bigquery google-cloud-bigtable google-cloud-spanner google-cloud-firestore google-cloud-pubsub google-cloud-vision google-cloud-language google-cloud-translate google-cloud-speech google-cloud-video-intelligence google-cloud-natural-language google-cloud-dialogflow google-cloud-text-to-speech google-cloud-speech-to-text google-cloud-translation azure-storage-blob azure-storage-file azure-storage-queue azure-storage-table azure-cosmos azure-servicebus azure-eventhub azure-keyvault azure-search azure-cognitiveservices-vision azure-cognitiveservices-speech azure-cognitiveservices-language azure-cognitiveservices-knowledge azure-mgmt-resource azure-mgmt-compute azure-mgmt-network azure-mgmt-storage azure-mgmt-containerservice ibm-watson ibm-cos-sdk ibm-code-engine-sdk ibm-container-registry ibm-container-service ibm-secrets-manager ibm-app-configuration ibm-key-protect aliyun-python-sdk-core aliyun-python-sdk-alidns aliyun-python-sdk-alimt aliyun-python-sdk-alinlp aliyun-python-sdk-imageaudit aliyun-python-sdk-imageseg aliyun-python-sdk-imageenhan aliyun-python-sdk-objectdet aliyun-python-sdk-facebody aliyun-python-sdk-documentautoml aliyun-python-sdk-nlp-automl tencentcloud-sdk-python huaweicloudsdkcore huaweicloudsdkimage huaweicloudsdknlp huaweicloudsdksis huaweicloudsdkmoderation huaweicloudsdktms baidu-aip qiniu upyun oss2 leancloud bce-python-sdk jdcloud_sdk ucloud_sdk qcloud_cos volcengine volcengine-auth volcengine-vod volcengine-live volcengine-rts volcengine-sts volcengine-tls volcengine-vke volcengine-vpc volcengine-eip volcengine-natgateway volcengine-subnet volcengine-securitygroup volcengine-clb volcengine-auto-scaling volcengine-billing volcengine-monitor volcengine-logservice volcengine-events bridgecrew checkov prowler scoutsuite security_monkey cloudcustodian pacbot cloudmapper cloudsplaining cloudsploit aws-security-hub-findings-processor aws-security-hub-enabler aws-security-hub-multiaccount-processor aws-security-hub-standardized-findings-formatter aws-security-hub-insights-generator aws-security-hub-remediator aws-security-hub-suppressor aws-security-hub-notifier aws-security-hub-exporter aws-security-hub-importer prisma-cloud-compute-defender prisma-cloud-compute-console prisma-cloud-compute-scanner prisma-cloud-compute-enforcer prisma-cloud-compute-admission-controller prisma-cloud-compute-monitor prisma-cloud-compute-audit-log prisma-cloud-compute-vulnerability prisma-cloud-compute-compliance prisma-cloud-compute-runtime prisma-cloud-compute-host-prisma_cloud_compute_defender_prisma_cloud_compute_console_prisma_cloud_compute_scanner_prisma_cloud_compute_enforcer_prisma_cloud_compute_admission_controller_prisma_cloud_compute_monitor_prisma_cloud_compute_audit_log_prisma_cloud_compute_vulnerability_prisma_cloud_compute_compliance_prisma_cloud_compute_runtime_prisma_cloud_compute_host aquasecurity trivy grype syft anchore-cli clair klar skopeo dive docker-bench-security container-diff container-explorer container-linux-update-operator container-networking container-structure-test container-testing-framework container-transform ctop dive docker-api docker-compose docker-credential-helpers docker-py docker-registry docker-slim dockle doctl eksctl helm istioctl kind kops kpt krew kube-bench kube-capacity kube-doctor kube-downscaler kube-eagle kube-event-tail kube-fledged kube-forwarder kube-green kube-hunter kube-iperf3 kube-janitor kube-monkey kube-no-trouble kube-ops-view kube-state-metrics kubernetes-client kubernetes-dashboard kubernetes-ingress-controller kubernetes-node-problem-detector kubernetes-operators kubernetes-volume-autoscaler kubetail kubewatch kwatch lens octant popeye rancher rbac-lookup stern tilt telepresence velero vcluster weave-scope werf yq ark cert-manager contour crossplane external-dns flux gatekeeper grafana harbor helmfile istio jaeger jenkins-x jenkins-x-platform jupyterhub keycloak knative kong linkerd longhorn metallb minio nats neo4j nginx-ingress oauth2-proxy openebs openfaas openpolicy-agent opensearch prometheus redis sealed-secrets service-catalog skipper sonarqube spark spinnaker tekton thanos traefik vault vitess wavefront weaveworks-flux weaveworks-gitops weaveworks-service-conf weavescope ambassador argocd brigade buildah cdi cilium cri-o crtctl devspace garden gimlet gitea gloo harvester helm-secrets inlets istio-bookinfo kaniko keptn kite klum kompose konfigurator kopium kor kosli kraken krr kryo ksops ksucctl ksucctl-cli ksucctl-server ksucctl-webhook ksucctl-webhook-server ksucctl-webhook-service ksucctl-webhook-service-server ksucctl-webhook-service-service ksucctl-webhook-service-webhook ksucctl-webhook-service-webhook-server ksucctl-webhook-service-webhook-service ksucctl-webhook-service-webhook-service-server ksucctl-webhook-service-webhook-service-service ksucctl-webhook-service-webhook-service-webhook ksucctl-webhook-service-webhook-service-webhook-server ksucctl-webhook-service-webhook-service-webhook-service ksucctl-webhook-service-webhook-service-webhook-service-server ksucctl-webhook-service-webookhooks kwok kyverno lagoon leftark lighthouse loki marathon meshermete minikube nomad okteto opa osm peco porter prometheus-adapter prometheus-blackbox-exporter prometheus-config-reloader prometheus-node-exporter prometheus-operator prometheus-postgres-exporter prometheus-process-exporter prometheus-rabbitmq-exporter prometheus-redis-exporter prometheus-statsd-exporter prometheus-windows-exporter prow pulsar radondb raft rbac-manager redis-cluster redis-ha redis-operatorm relok8sk relok8sk-plugin relok8sk-plugin-chartmuseum relok8sk-plugin-container relok8sk-plugin-git relok8sk-plugin-github relok8sk-plugin-gitlab relok8sk-plugin-grafana relok8sk-plugin-hello-world relok8sk-plugin-jenkins relok8sk-plugin-kafka relok8sk-plugin-keycloak relok8sk-plugin-kibana relok8sk-plugin-knative relok8sk-plugin-kong relok8sk-plugin-linkerd relok8sk-plugin-minio relok8sk-plugin-mongodb relok8sk-plugin-mysql relok8sk-plugin-neo4j relok8sk-plugin-nfs-client-provisioner relok8sk-plugin-nfs-server-provisioner relok8sk-openshift-relocation-openshift-relocation-openshift-relocation-openshift-relocation-openshift-relocation-openshift-relocation-openshift-relocation-openshift-relocation-openshift-relocation-openshift-relocation-openshift-relocation-openshift-relocation-openshift-relocation-openshift-relocation-openshift-relocation-openshift-relocation-openshift-relocatio...