Safetensors
GGUF
Turkish
llama
Llama-3
instruct
finetune
chatml
gpt4
synthetic data
distillation
function calling
json mode
axolotl
roleplaying
chat
Instructions to use tda45/TdAI with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- llama-cpp-python
How to use tda45/TdAI with llama-cpp-python:
# !pip install llama-cpp-python from llama_cpp import Llama llm = Llama.from_pretrained( repo_id="tda45/TdAI", filename="llama.cpp/models/ggml-vocab-aquila.gguf", )
output = llm( "Once upon a time,", max_tokens=512, echo=True ) print(output)
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use tda45/TdAI with llama.cpp:
Install (macOS, Linux)
curl -LsSf https://llama.app/install.sh | sh # Start a local OpenAI-compatible server with a web UI: llama serve -hf tda45/TdAI # Run inference directly in the terminal: llama cli -hf tda45/TdAI
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf tda45/TdAI # Run inference directly in the terminal: llama cli -hf tda45/TdAI
Use pre-built binary
# Download pre-built binary from: # https://github.com/ggerganov/llama.cpp/releases # Start a local OpenAI-compatible server with a web UI: ./llama-server -hf tda45/TdAI # Run inference directly in the terminal: ./llama-cli -hf tda45/TdAI
Build from source code
git clone https://github.com/ggerganov/llama.cpp.git cd llama.cpp cmake -B build cmake --build build -j --target llama-server llama-cli # Start a local OpenAI-compatible server with a web UI: ./build/bin/llama-server -hf tda45/TdAI # Run inference directly in the terminal: ./build/bin/llama-cli -hf tda45/TdAI
Use Docker
docker model run hf.co/tda45/TdAI
- LM Studio
- Jan
- Ollama
How to use tda45/TdAI with Ollama:
ollama run hf.co/tda45/TdAI
- Unsloth Studio
How to use tda45/TdAI with Unsloth Studio:
Install Unsloth Studio (macOS, Linux, WSL)
curl -fsSL https://unsloth.ai/install.sh | sh # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for tda45/TdAI to start chatting
Install Unsloth Studio (Windows)
irm https://unsloth.ai/install.ps1 | iex # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for tda45/TdAI to start chatting
Using HuggingFace Spaces for Unsloth
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for tda45/TdAI to start chatting
- Atomic Chat new
- Docker Model Runner
How to use tda45/TdAI with Docker Model Runner:
docker model run hf.co/tda45/TdAI
- Lemonade
How to use tda45/TdAI with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull tda45/TdAI
Run and chat with the model
lemonade run user.TdAI-{{QUANT_TAG}}List all available models
lemonade list
| # This workflow uses actions that are not certified by GitHub. | |
| # They are provided by a third-party and are governed by | |
| # separate terms of service, privacy policy, and support | |
| # documentation. | |
| # GitHub recommends pinning actions to a commit SHA. | |
| # To get a newer version, you will need to update the SHA. | |
| # You can also reference a tag or branch, but the action may change without warning. | |
| name: Publish Docker image | |
| on: | |
| workflow_dispatch: # allows manual triggering | |
| inputs: | |
| skip_s390x: | |
| description: "Skip the s390x build target (useful for fast test runs that do not need the IBM Z runner)" | |
| type: boolean | |
| default: false | |
| schedule: | |
| # Rebuild daily rather than on every push because it is expensive | |
| - cron: '12 4 * * *' | |
| concurrency: | |
| group: ${{ github.workflow }}-${{ github.head_ref && github.ref || github.run_id }} | |
| cancel-in-progress: true | |
| # Fine-grant permission | |
| # https://docs.github.com/en/actions/security-for-github-actions/security-guides/automatic-token-authentication#modifying-the-permissions-for-the-github_token | |
| permissions: | |
| packages: write | |
| jobs: | |
| create_tag: | |
| name: Create and push git tag | |
| runs-on: ubuntu-slim | |
| permissions: | |
| contents: write | |
| outputs: | |
| source_tag: ${{ steps.srctag.outputs.name }} | |
| steps: | |
| - name: Clone | |
| id: checkout | |
| uses: actions/checkout@v6 | |
| with: | |
| fetch-depth: 0 | |
| - name: Determine source tag name | |
| id: srctag | |
| uses: ./.github/actions/get-tag-name | |
| env: | |
| BRANCH_NAME: ${{ github.head_ref || github.ref_name }} | |
| - name: Create and push git tag | |
| env: | |
| GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} | |
| run: | | |
| git tag ${{ steps.srctag.outputs.name }} || exit 0 | |
| git push origin ${{ steps.srctag.outputs.name }} || exit 0 | |
| build_ui: | |
| name: Build UI | |
| needs: create_tag | |
| uses: ./.github/workflows/ui-build.yml | |
| with: | |
| hf_ui_version: ${{ needs.create_tag.outputs.source_tag }} | |
| prepare_matrices: | |
| name: Prepare Docker matrices | |
| runs-on: ubuntu-24.04 | |
| outputs: | |
| build_matrix: ${{ steps.matrices.outputs.build_matrix }} | |
| merge_matrix: ${{ steps.matrices.outputs.merge_matrix }} | |
| steps: | |
| - name: Generate build and merge matrices | |
| id: matrices | |
| shell: bash | |
| env: | |
| SKIP_S390X: ${{ inputs.skip_s390x || 'false' }} | |
| run: | | |
| set -euo pipefail | |
| # Keep all build targets in one place and derive merge targets from it. | |
| cat > build-matrix.json <<'JSON' | |
| [ | |
| { "tag": "cpu", "dockerfile": ".devops/cpu.Dockerfile", "platforms": "linux/amd64", "full": true, "light": true, "server": true, "free_disk_space": false, "runs_on": "ubuntu-24.04" }, | |
| { "tag": "cpu", "dockerfile": ".devops/cpu.Dockerfile", "platforms": "linux/arm64", "full": true, "light": true, "server": true, "free_disk_space": false, "runs_on": "ubuntu-24.04-arm" }, | |
| { "tag": "cpu", "dockerfile": ".devops/s390x.Dockerfile", "platforms": "linux/s390x", "full": true, "light": true, "server": true, "free_disk_space": false, "runs_on": "ubuntu-24.04-s390x", "prebuilt_ui": true }, | |
| { "tag": "cuda cuda12", "dockerfile": ".devops/cuda.Dockerfile", "cuda_version": "12.8.1", "platforms": "linux/amd64", "full": true, "light": true, "server": true, "free_disk_space": true, "runs_on": "ubuntu-24.04" }, | |
| { "tag": "cuda cuda12", "dockerfile": ".devops/cuda.Dockerfile", "cuda_version": "12.8.1", "platforms": "linux/arm64", "full": true, "light": true, "server": true, "free_disk_space": true, "runs_on": "ubuntu-24.04-arm" }, | |
| { "tag": "cuda13", "dockerfile": ".devops/cuda.Dockerfile", "cuda_version": "13.3.0", "platforms": "linux/amd64", "full": true, "light": true, "server": true, "free_disk_space": true, "runs_on": "ubuntu-24.04" }, | |
| { "tag": "cuda13", "dockerfile": ".devops/cuda.Dockerfile", "cuda_version": "13.3.0", "platforms": "linux/arm64", "full": true, "light": true, "server": true, "free_disk_space": true, "runs_on": "ubuntu-24.04-arm" }, | |
| { "tag": "musa", "dockerfile": ".devops/musa.Dockerfile", "platforms": "linux/amd64", "full": true, "light": true, "server": true, "free_disk_space": true, "runs_on": "ubuntu-24.04" }, | |
| { "tag": "intel", "dockerfile": ".devops/intel.Dockerfile", "platforms": "linux/amd64", "full": true, "light": true, "server": true, "free_disk_space": true, "runs_on": "ubuntu-24.04" }, | |
| { "tag": "vulkan", "dockerfile": ".devops/vulkan.Dockerfile", "platforms": "linux/amd64", "full": true, "light": true, "server": true, "free_disk_space": false, "runs_on": "ubuntu-24.04" }, | |
| { "tag": "vulkan", "dockerfile": ".devops/vulkan.Dockerfile", "platforms": "linux/arm64", "full": true, "light": true, "server": true, "free_disk_space": false, "runs_on": "ubuntu-24.04-arm" }, | |
| { "tag": "rocm", "dockerfile": ".devops/rocm.Dockerfile", "platforms": "linux/amd64", "full": true, "light": true, "server": true, "free_disk_space": true, "runs_on": "ubuntu-24.04" }, | |
| { "tag": "openvino", "dockerfile": ".devops/openvino.Dockerfile", "platforms": "linux/amd64", "full": true, "light": true, "server": true, "free_disk_space": false, "runs_on": "ubuntu-24.04" } | |
| ] | |
| JSON | |
| if [ "${SKIP_S390X}" = "true" ]; then | |
| jq 'map(select(.platforms != "linux/s390x"))' build-matrix.json > build-matrix.json.tmp | |
| mv build-matrix.json.tmp build-matrix.json | |
| fi | |
| BUILD_MATRIX="$(jq -c . build-matrix.json)" | |
| MERGE_MATRIX="$(jq -c ' | |
| reduce .[] as $entry ({}; .[$entry.tag] |= ( | |
| . // { | |
| tag: $entry.tag, | |
| arches: [], | |
| full: false, | |
| light: false, | |
| server: false | |
| } | |
| | .full = (.full or ($entry.full // false)) | |
| | .light = (.light or ($entry.light // false)) | |
| | .server = (.server or ($entry.server // false)) | |
| | .arches += [($entry.platforms | sub("^linux/"; ""))] | |
| )) | |
| # Backward compatibility: s390x tags are aliases of cpu for the linux/s390x platform. | |
| | if (has("cpu") and (((.cpu.arches // []) | index("s390x")) != null)) then | |
| . + { | |
| s390x: { | |
| tag: "s390x", | |
| arches: ["s390x"], | |
| full: .cpu.full, | |
| light: .cpu.light, | |
| server: .cpu.server | |
| } | |
| } | |
| else | |
| . | |
| end | |
| | [.[] | .arches = (.arches | unique | sort | join(" "))] | |
| ' build-matrix.json)" | |
| echo "build_matrix=$BUILD_MATRIX" >> "$GITHUB_OUTPUT" | |
| echo "merge_matrix=$MERGE_MATRIX" >> "$GITHUB_OUTPUT" | |
| push_to_registry: | |
| name: Push Docker image to Docker Registry | |
| needs: [prepare_matrices, create_tag, build_ui] | |
| runs-on: ${{ matrix.config.runs_on }} | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| config: ${{ fromJSON(needs.prepare_matrices.outputs.build_matrix) }} | |
| steps: | |
| - name: Check out the repo | |
| id: checkout | |
| uses: actions/checkout@v6 | |
| with: | |
| fetch-depth: 0 | |
| ref: ${{ needs.create_tag.outputs.source_tag }} | |
| - name: Download prebuilt UI | |
| if: ${{ matrix.config.prebuilt_ui == true }} | |
| uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8 | |
| with: | |
| name: ui-build | |
| path: tools/ui/dist | |
| - name: Set up QEMU | |
| if: ${{ contains(matrix.config.platforms, 'linux/amd64') }} | |
| uses: docker/setup-qemu-action@ce360397dd3f832beb865e1373c09c0e9f86d70a # v4 | |
| with: | |
| image: tonistiigi/binfmt:qemu-v10.2.1 | |
| - name: Set up Docker Buildx | |
| uses: docker/setup-buildx-action@4d04d5d9486b7bd6fa91e7baf45bbb4f8b9deedd # v4 | |
| - name: Log in to Docker Registry | |
| uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4 | |
| with: | |
| registry: ghcr.io | |
| username: ${{ github.repository_owner }} | |
| password: ${{ secrets.GITHUB_TOKEN }} | |
| - name: Determine image metadata | |
| id: meta | |
| shell: bash | |
| run: | | |
| set -euo pipefail | |
| REPO_OWNER="${GITHUB_REPOSITORY_OWNER@L}" # to lower case | |
| REPO_NAME="${{ github.event.repository.name }}" | |
| IMAGE_REPO="ghcr.io/${REPO_OWNER}/${REPO_NAME}" | |
| PREFIX="${IMAGE_REPO}:" | |
| PLATFORM="${{ matrix.config.platforms }}" | |
| ARCH_SUFFIX="${PLATFORM#linux/}" | |
| # list all tags possible | |
| tags="${{ matrix.config.tag }}" | |
| for tag in $tags; do | |
| if [[ "$tag" == "cpu" ]]; then | |
| TYPE="" | |
| else | |
| TYPE="-$tag" | |
| fi | |
| CACHETAG="${PREFIX}buildcache${TYPE}-${ARCH_SUFFIX}" | |
| done | |
| SAFE_TAGS="$(echo "$tags" | tr ' ' '_')" | |
| echo "image_repo=$IMAGE_REPO" >> $GITHUB_OUTPUT | |
| echo "arch_suffix=$ARCH_SUFFIX" >> $GITHUB_OUTPUT | |
| echo "cache_output_tag=$CACHETAG" >> $GITHUB_OUTPUT | |
| echo "digest_artifact_suffix=${SAFE_TAGS}-${ARCH_SUFFIX}" >> $GITHUB_OUTPUT | |
| echo "cache_output_tag=$CACHETAG" # print out for debugging | |
| env: | |
| GITHUB_REPOSITORY_OWNER: '${{ github.repository_owner }}' | |
| - name: Get build date | |
| id: build_date | |
| run: echo "date=$(date -u +"%Y-%m-%dT%H:%M:%SZ")" >> $GITHUB_OUTPUT | |
| - name: Free Disk Space (Ubuntu) | |
| if: ${{ matrix.config.free_disk_space == true }} | |
| uses: ggml-org/free-disk-space@v1.3.1 | |
| with: | |
| # this might remove tools that are actually needed, | |
| # if set to "true" but frees about 6 GB | |
| tool-cache: false | |
| # all of these default to true, but feel free to set to | |
| # "false" if necessary for your workflow | |
| android: true | |
| dotnet: true | |
| haskell: true | |
| large-packages: true | |
| docker-images: true | |
| swap-storage: true | |
| - name: Build and push Full Docker image by digest | |
| id: build_full | |
| if: ${{ (github.event_name == 'push' || github.event_name == 'schedule' || github.event_name == 'workflow_dispatch') && matrix.config.full == true }} | |
| uses: docker/build-push-action@d08e5c354a6adb9ed34480a06d141179aa583294 # v7 | |
| with: | |
| context: . | |
| platforms: ${{ matrix.config.platforms }} | |
| outputs: type=image,name=${{ steps.meta.outputs.image_repo }},push-by-digest=true,name-canonical=true,push=true,oci-mediatypes=true | |
| file: ${{ matrix.config.dockerfile }} | |
| target: full | |
| provenance: false | |
| build-args: | | |
| BUILD_DATE=${{ steps.build_date.outputs.date }} | |
| APP_VERSION=${{ needs.create_tag.outputs.source_tag }} | |
| APP_REVISION=${{ steps.checkout.outputs.commit }} | |
| IMAGE_URL=${{ github.server_url }}/${{ github.repository }} | |
| IMAGE_SOURCE=${{ github.server_url }}/${{ github.repository }} | |
| ${{ matrix.config.ubuntu_version && format('UBUNTU_VERSION={0}', matrix.config.ubuntu_version) || '' }} | |
| ${{ matrix.config.cuda_version && format('CUDA_VERSION={0}', matrix.config.cuda_version) || '' }} | |
| annotations: | | |
| manifest:org.opencontainers.image.created=${{ steps.build_date.outputs.date }} | |
| manifest:org.opencontainers.image.version=${{ needs.create_tag.outputs.source_tag }} | |
| manifest:org.opencontainers.image.revision=${{ steps.checkout.outputs.commit }} | |
| manifest:org.opencontainers.image.title=llama.cpp | |
| manifest:org.opencontainers.image.description=LLM inference in C/C++ | |
| manifest:org.opencontainers.image.url=${{ github.server_url }}/${{ github.repository }} | |
| manifest:org.opencontainers.image.source=${{ github.server_url }}/${{ github.repository }} | |
| # using github experimental cache | |
| #cache-from: type=gha | |
| #cache-to: type=gha,mode=max | |
| # return to this if the experimental github cache is having issues | |
| #cache-to: type=local,dest=/tmp/.buildx-cache | |
| #cache-from: type=local,src=/tmp/.buildx-cache | |
| # using registry cache (no storage limit) | |
| cache-from: type=registry,ref=${{ steps.meta.outputs.cache_output_tag }} | |
| cache-to: type=registry,ref=${{ steps.meta.outputs.cache_output_tag }},mode=max | |
| - name: Build and push Light Docker image by digest | |
| id: build_light | |
| if: ${{ (github.event_name == 'push' || github.event_name == 'schedule' || github.event_name == 'workflow_dispatch') && matrix.config.light == true }} | |
| uses: docker/build-push-action@d08e5c354a6adb9ed34480a06d141179aa583294 # v7 | |
| with: | |
| context: . | |
| platforms: ${{ matrix.config.platforms }} | |
| outputs: type=image,name=${{ steps.meta.outputs.image_repo }},push-by-digest=true,name-canonical=true,push=true,oci-mediatypes=true | |
| file: ${{ matrix.config.dockerfile }} | |
| target: light | |
| provenance: false | |
| build-args: | | |
| BUILD_DATE=${{ steps.build_date.outputs.date }} | |
| APP_VERSION=${{ needs.create_tag.outputs.source_tag }} | |
| APP_REVISION=${{ steps.checkout.outputs.commit }} | |
| IMAGE_URL=${{ github.server_url }}/${{ github.repository }} | |
| IMAGE_SOURCE=${{ github.server_url }}/${{ github.repository }} | |
| ${{ matrix.config.ubuntu_version && format('UBUNTU_VERSION={0}', matrix.config.ubuntu_version) || '' }} | |
| ${{ matrix.config.cuda_version && format('CUDA_VERSION={0}', matrix.config.cuda_version) || '' }} | |
| annotations: | | |
| manifest:org.opencontainers.image.created=${{ steps.build_date.outputs.date }} | |
| manifest:org.opencontainers.image.version=${{ needs.create_tag.outputs.source_tag }} | |
| manifest:org.opencontainers.image.revision=${{ steps.checkout.outputs.commit }} | |
| manifest:org.opencontainers.image.title=llama.cpp | |
| manifest:org.opencontainers.image.description=LLM inference in C/C++ | |
| manifest:org.opencontainers.image.url=${{ github.server_url }}/${{ github.repository }} | |
| manifest:org.opencontainers.image.source=${{ github.server_url }}/${{ github.repository }} | |
| # using github experimental cache | |
| #cache-from: type=gha | |
| #cache-to: type=gha,mode=max | |
| # return to this if the experimental github cache is having issues | |
| #cache-to: type=local,dest=/tmp/.buildx-cache | |
| #cache-from: type=local,src=/tmp/.buildx-cache | |
| # using registry cache (no storage limit) | |
| cache-from: type=registry,ref=${{ steps.meta.outputs.cache_output_tag }} | |
| cache-to: type=registry,ref=${{ steps.meta.outputs.cache_output_tag }},mode=max | |
| - name: Build and push Server Docker image by digest | |
| id: build_server | |
| if: ${{ (github.event_name == 'push' || github.event_name == 'schedule' || github.event_name == 'workflow_dispatch') && matrix.config.server == true }} | |
| uses: docker/build-push-action@d08e5c354a6adb9ed34480a06d141179aa583294 # v7 | |
| with: | |
| context: . | |
| platforms: ${{ matrix.config.platforms }} | |
| outputs: type=image,name=${{ steps.meta.outputs.image_repo }},push-by-digest=true,name-canonical=true,push=true,oci-mediatypes=true | |
| file: ${{ matrix.config.dockerfile }} | |
| target: server | |
| provenance: false | |
| build-args: | | |
| BUILD_DATE=${{ steps.build_date.outputs.date }} | |
| APP_VERSION=${{ needs.create_tag.outputs.source_tag }} | |
| APP_REVISION=${{ steps.checkout.outputs.commit }} | |
| IMAGE_URL=${{ github.server_url }}/${{ github.repository }} | |
| IMAGE_SOURCE=${{ github.server_url }}/${{ github.repository }} | |
| ${{ matrix.config.ubuntu_version && format('UBUNTU_VERSION={0}', matrix.config.ubuntu_version) || '' }} | |
| ${{ matrix.config.cuda_version && format('CUDA_VERSION={0}', matrix.config.cuda_version) || '' }} | |
| annotations: | | |
| manifest:org.opencontainers.image.created=${{ steps.build_date.outputs.date }} | |
| manifest:org.opencontainers.image.version=${{ needs.create_tag.outputs.source_tag }} | |
| manifest:org.opencontainers.image.revision=${{ steps.checkout.outputs.commit }} | |
| manifest:org.opencontainers.image.title=llama.cpp | |
| manifest:org.opencontainers.image.description=LLM inference in C/C++ | |
| manifest:org.opencontainers.image.url=${{ github.server_url }}/${{ github.repository }} | |
| manifest:org.opencontainers.image.source=${{ github.server_url }}/${{ github.repository }} | |
| # using github experimental cache | |
| #cache-from: type=gha | |
| #cache-to: type=gha,mode=max | |
| # return to this if the experimental github cache is having issues | |
| #cache-to: type=local,dest=/tmp/.buildx-cache | |
| #cache-from: type=local,src=/tmp/.buildx-cache | |
| # using registry cache (no storage limit) | |
| cache-from: type=registry,ref=${{ steps.meta.outputs.cache_output_tag }} | |
| cache-to: type=registry,ref=${{ steps.meta.outputs.cache_output_tag }},mode=max | |
| - name: Export digest metadata | |
| shell: bash | |
| run: | | |
| set -euo pipefail | |
| TAGS="${{ matrix.config.tag }}" | |
| ARCH_SUFFIX="${{ steps.meta.outputs.arch_suffix }}" | |
| DIGEST_FILE="/tmp/digests/${{ steps.meta.outputs.digest_artifact_suffix }}.tsv" | |
| mkdir -p /tmp/digests | |
| add_digest_rows() { | |
| local image_type="$1" | |
| local digest="$2" | |
| if [[ -z "$digest" ]]; then | |
| echo "Missing digest for image_type=${image_type}" >&2 | |
| exit 1 | |
| fi | |
| for tag in $TAGS; do | |
| printf '%s\t%s\t%s\t%s\n' "$tag" "$ARCH_SUFFIX" "$image_type" "$digest" >> "$DIGEST_FILE" | |
| done | |
| } | |
| if [[ "${{ matrix.config.full }}" == "true" ]]; then | |
| add_digest_rows "full" "${{ steps.build_full.outputs.digest }}" | |
| fi | |
| if [[ "${{ matrix.config.light }}" == "true" ]]; then | |
| add_digest_rows "light" "${{ steps.build_light.outputs.digest }}" | |
| fi | |
| if [[ "${{ matrix.config.server }}" == "true" ]]; then | |
| add_digest_rows "server" "${{ steps.build_server.outputs.digest }}" | |
| fi | |
| - name: Upload digest metadata | |
| uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7 | |
| with: | |
| name: digests-${{ steps.meta.outputs.digest_artifact_suffix }} | |
| path: /tmp/digests/${{ steps.meta.outputs.digest_artifact_suffix }}.tsv | |
| if-no-files-found: error | |
| merge_arch_tags: | |
| name: Create shared tags from digests | |
| needs: [prepare_matrices, push_to_registry, create_tag] | |
| runs-on: ubuntu-24.04 | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| config: ${{ fromJSON(needs.prepare_matrices.outputs.merge_matrix) }} | |
| steps: | |
| - name: Check out the repo | |
| id: checkout | |
| uses: actions/checkout@v6 | |
| with: | |
| fetch-depth: 0 | |
| - name: Get build date | |
| id: build_date | |
| run: echo "date=$(date -u +"%Y-%m-%dT%H:%M:%SZ")" >> $GITHUB_OUTPUT | |
| - name: Download digest metadata | |
| uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8 | |
| with: | |
| pattern: digests-* | |
| path: /tmp/digests | |
| merge-multiple: true | |
| - name: Set up Docker Buildx | |
| uses: docker/setup-buildx-action@4d04d5d9486b7bd6fa91e7baf45bbb4f8b9deedd # v4 | |
| - name: Log in to Docker Registry | |
| uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4 | |
| with: | |
| registry: ghcr.io | |
| username: ${{ github.repository_owner }} | |
| password: ${{ secrets.GITHUB_TOKEN }} | |
| - name: Create tags from digests | |
| shell: bash | |
| run: | | |
| set -euo pipefail | |
| REPO_OWNER="${GITHUB_REPOSITORY_OWNER@L}" # to lower case | |
| REPO_NAME="${{ github.event.repository.name }}" | |
| IMAGE_REPO="ghcr.io/${REPO_OWNER}/${REPO_NAME}" | |
| PREFIX="${IMAGE_REPO}:" | |
| SRC_TAG="${{ needs.create_tag.outputs.source_tag }}" | |
| BUILD_DATE="${{ steps.build_date.outputs.date }}" | |
| COMMIT_SHA="${{ steps.checkout.outputs.commit }}" | |
| TAGS="${{ matrix.config.tag }}" | |
| ARCHES="${{ matrix.config.arches }}" | |
| DIGEST_GLOB="/tmp/digests/*.tsv" | |
| if ! ls ${DIGEST_GLOB} >/dev/null 2>&1; then | |
| echo "No digest metadata found in /tmp/digests" >&2 | |
| exit 1 | |
| fi | |
| if [[ -z "$SRC_TAG" ]]; then | |
| echo "Missing source tag from create_tag" >&2 | |
| exit 1 | |
| fi | |
| find_digest() { | |
| local tag_name="$1" | |
| local arch="$2" | |
| local image_type="$3" | |
| local digest | |
| digest="$(awk -F '\t' -v t="$tag_name" -v a="$arch" -v i="$image_type" '$1 == t && $2 == a && $3 == i { print $4; exit }' ${DIGEST_GLOB})" | |
| # Backward compatibility: s390x tags are aliases of cpu for the linux/s390x platform. | |
| if [[ -z "$digest" && "$tag_name" == "s390x" && "$arch" == "s390x" ]]; then | |
| digest="$(awk -F '\t' -v t="cpu" -v a="$arch" -v i="$image_type" '$1 == t && $2 == a && $3 == i { print $4; exit }' ${DIGEST_GLOB})" | |
| fi | |
| if [[ -z "$digest" ]]; then | |
| echo "Missing digest for tag=${tag_name} arch=${arch} image_type=${image_type}" >&2 | |
| exit 1 | |
| fi | |
| echo "$digest" | |
| } | |
| create_manifest_tags() { | |
| local image_type="$1" | |
| local tag_name="$2" | |
| local suffix="$3" | |
| local merged_tag="${PREFIX}${image_type}${suffix}" | |
| local merged_versioned_tag="${merged_tag}-${SRC_TAG}" | |
| local refs=() | |
| for arch in $ARCHES; do | |
| local digest | |
| digest="$(find_digest "$tag_name" "$arch" "$image_type")" | |
| refs+=("${IMAGE_REPO}@${digest}") | |
| done | |
| local annotations=( | |
| --annotation "index:org.opencontainers.image.created=${BUILD_DATE}" | |
| --annotation "index:org.opencontainers.image.version=${SRC_TAG}" | |
| --annotation "index:org.opencontainers.image.revision=${COMMIT_SHA}" | |
| --annotation "index:org.opencontainers.image.title=llama.cpp" | |
| --annotation "index:org.opencontainers.image.description=LLM inference in C/C++" | |
| --annotation "index:org.opencontainers.image.url=${{ github.server_url }}/${{ github.repository }}" | |
| --annotation "index:org.opencontainers.image.source=${{ github.server_url }}/${{ github.repository }}" | |
| ) | |
| echo "Creating ${merged_tag} from ${refs[*]}" | |
| docker buildx imagetools create "${annotations[@]}" --tag "${merged_tag}" "${refs[@]}" | |
| echo "Creating ${merged_versioned_tag} from ${refs[*]}" | |
| docker buildx imagetools create "${annotations[@]}" --tag "${merged_versioned_tag}" "${refs[@]}" | |
| } | |
| for tag in $TAGS; do | |
| if [[ "$tag" == "cpu" ]]; then | |
| TYPE="" | |
| else | |
| TYPE="-$tag" | |
| fi | |
| if [[ "${{ matrix.config.full }}" == "true" ]]; then | |
| create_manifest_tags "full" "$tag" "$TYPE" | |
| fi | |
| if [[ "${{ matrix.config.light }}" == "true" ]]; then | |
| create_manifest_tags "light" "$tag" "$TYPE" | |
| fi | |
| if [[ "${{ matrix.config.server }}" == "true" ]]; then | |
| create_manifest_tags "server" "$tag" "$TYPE" | |
| fi | |
| done | |
| env: | |
| GITHUB_REPOSITORY_OWNER: '${{ github.repository_owner }}' | |