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added requirements in manifest.json
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‎Documentation/manifest.md‎

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@@ -81,70 +81,36 @@ The model owner can define any custom fields in the manifest file as per their r
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---
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## Example Manifest
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### Requirements.txt Field
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The `requirements.txt` field in the manifest is used to specify the dependencies for the model services. It is a JSON object where the keys are the roles and the values are the IPFS CIDs of the `requirements.txt` file.
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```json
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{
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"name": "mnist-digits",
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"version": "1.0.0",
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"description": "MNIST model to detect digits",
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"author": "Umer Majeed (infinite Zero)",
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"technical details": "",
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"Genesis_Model_CID": "bafybeiabvfkm46yerhp6ramctwdiqixzs472hekj2tj34x2q4hrhu777va",
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"DINTaskCoordinator_Contract": "0x1e315573CE1b0A7c0De6d55f5A4858c98454b133",
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"DINTaskAuditor_Contract": "0x31D9FB450A313BDAe3aC0e512bCDfEab7297851a",
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"dp_mode": "disabled",
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"getGenesisModelIpfs": {
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"type": "custom",
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"path": "services/modelowner.py",
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"ipfs": "bafybeid7uipkcagk453qwogpnlasp3posijcztz26m77ki6comylibr6ym",
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"stakeholders": ["modelowner"]
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},
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"getscoreforGM": {
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"type": "custom",
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"path": "services/modelowner.py",
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"ipfs": "bafybeid7uipkcagk453qwogpnlasp3posijcztz26m77ki6comylibr6ym",
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"stakeholders": ["modelowner"]
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},
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"ModelArchitecture": {
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"type": "custom",
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"path": "services/model.py",
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"ipfs": "bafybeieoovd7dofejqvc6i5nxcpz5r4ux7o7oakpo2h3gxv4657otpxfpi",
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"stakeholders": ["modelowner", "auditors", "aggregators", "clients"]
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},
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"train_client_model_and_upload_to_ipfs": {
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"type": "custom",
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"path": "services/client.py",
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"ipfs": "bafybeic5jekza5sxec2voknontekxfmz6snlhew3eb2nsyb6sb6qx6mhfe",
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"stakeholders": ["clients"]
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},
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"create_audit_testDataCIDs": {
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"type": "custom",
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"path": "services/modelowner.py",
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"ipfs": "bafybeid7uipkcagk453qwogpnlasp3posijcztz26m77ki6comylibr6ym",
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"stakeholders": ["modelowner"]
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},
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"Score_model_by_auditor": {
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"type": "custom",
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"path": "services/auditor.py",
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"ipfs": "bafybeiga62lesy3aehs6ghuaen7nioxli5yzuwqqw3s4cbxs5okaixy6sy",
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"stakeholders": ["auditors"]
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},
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"get_aggregated_cid_t1": {
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"type": "custom",
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"path": "services/aggregator.py",
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"ipfs": "bafybeialydfrws6jozf64maz65h772ms6ukc364gjjwslr2jfhvk7r7j2a",
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"stakeholders": ["aggregators"]
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},
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"get_aggregated_cid_t2": {
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"type": "custom",
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"path": "services/aggregator.py",
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"ipfs": "bafybeialydfrws6jozf64maz65h772ms6ukc364gjjwslr2jfhvk7r7j2a",
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"stakeholders": ["aggregators"]
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}
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"requirements.txt": {
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"clients": "<client_requirements_ipfs_hash>",
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"auditors": "<auditor_requirements_ipfs_hash>",
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"aggregators": "<aggregator_requirements_ipfs_hash>",
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"modelowner": "<modelowner_requirements_ipfs_hash>"
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}
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```
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The stakeholders should move to the project root directory and download their respective requirements.txt file using the following command:
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```bash
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dincli ipfs download -c <requirements.txt_ipfs_hash> -f requirements.txt
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```
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and then install the requirements.txt file using the following command:
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```bash
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pip3 install -r requirements.txt
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```
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## Example Manifest
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Please find the example/template manifest file at [cache_model_0/manifest.json](../cache_model_0/manifest.json)
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---
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## Updating the Manifest

‎cache_model_0/manifest.json‎

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},
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"guides": {
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"clients": "bafybeifk2hasvhwgjydfunvjzgxpoqhwadswet4xer54hv5ro5gvfqxna4"
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},
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"requirements.txt": {
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"clients": "bafybeifolbr4ti734zwbgtu6alimwfl22y4sxsopprd2727rukvac6halm",
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"auditors": "bafybeifolbr4ti734zwbgtu6alimwfl22y4sxsopprd2727rukvac6halm",
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"aggregators": "bafybeifolbr4ti734zwbgtu6alimwfl22y4sxsopprd2727rukvac6halm",
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"modelowner": "bafybeifolbr4ti734zwbgtu6alimwfl22y4sxsopprd2727rukvac6halm"
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}
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}

‎cache_model_0/requirements.txt‎

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aiohappyeyeballs==2.6.1
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aiohttp==3.13.3
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aiosignal==1.4.0
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annotated-types==0.7.0
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anyio==4.9.0
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attrs==25.4.0
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base58==2.1.1
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bip_utils==2.10.0
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bitarray==3.8.0
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blake3==1.0.8
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build==1.4.0
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cbor2==5.8.0
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certifi==2026.1.4
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cffi==2.0.0
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charset-normalizer==3.4.4
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ckzg==2.1.5
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click==8.1.8
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coincurve==21.0.0
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crcmod==1.7
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cryptography==46.0.4
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cytoolz==1.1.0
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ecdsa==0.19.1
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ed25519-blake2b==1.4.1
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eth-account==0.13.7
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eth-hash==0.7.1
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eth-keyfile==0.8.1
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eth-keys==0.7.0
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eth-rlp==2.2.0
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eth-typing==5.2.1
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eth-utils==5.3.1
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eth_abi==5.2.0
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fastapi==0.115.12
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filelock==3.18.0
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frozenlist==1.8.0
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fsspec==2025.3.2
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h11==0.16.0
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hexbytes==1.3.1
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httpcore==1.0.9
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httpx==0.28.1
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idna==3.11
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iniconfig==2.3.0
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isort==7.0.0
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Jinja2==3.1.6
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joblib==1.4.2
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markdown-it-py==4.0.0
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MarkupSafe==3.0.2
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mdurl==0.1.2
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mmh3==5.2.1
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mock==5.2.0
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morphys==1.0
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mpmath==1.3.0
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multidict==6.7.1
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networkx==3.4.2
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numpy==2.2.5
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nvidia-cublas-cu12==12.4.5.8
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nvidia-cuda-cupti-cu12==12.4.127
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nvidia-cuda-nvrtc-cu12==12.4.127
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nvidia-cuda-runtime-cu12==12.4.127
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nvidia-cudnn-cu12==9.1.0.70
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nvidia-cufft-cu12==11.2.1.3
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nvidia-curand-cu12==10.3.5.147
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nvidia-cusolver-cu12==11.6.1.9
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nvidia-cusparse-cu12==12.3.1.170
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nvidia-cusparselt-cu12==0.6.2
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nvidia-nccl-cu12==2.21.5
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nvidia-nvjitlink-cu12==12.4.127
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nvidia-nvtx-cu12==12.4.127
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packaging==26.0
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pandas==2.2.3
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parsimonious==0.10.0
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pillow==11.2.1
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platformdirs==4.5.0
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pluggy==1.6.0
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propcache==0.4.1
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py-cid==0.5.0
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py-multibase==2.0.0
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py-multicodec==1.0.0
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py-multihash==3.0.0
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py-sr25519-bindings==0.2.3
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pycparser==3.0
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pycryptodome==3.23.0
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pydantic==2.12.5
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pydantic_core==2.41.5
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Pygments==2.19.2
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PyNaCl==1.6.2
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pyproject_hooks==1.2.0
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pytest==9.0.2
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python-baseconv==1.2.2
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python-dateutil==2.9.0.post0
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python-dotenv==1.0.1
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pytz==2025.2
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pyunormalize==17.0.0
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regex==2026.1.15
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requests==2.32.5
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rich==14.2.0
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rlp==4.1.0
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ruff==0.15.1
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scikit-learn==1.6.1
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scipy==1.15.2
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setuptools==79.0.0
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shellingham==1.5.4
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six==1.17.0
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sniffio==1.3.1
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starlette==0.46.2
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sympy==1.13.1
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threadpoolctl==3.6.0
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toolz==1.1.0
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torch==2.6.0
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torchvision==0.21.0
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triton==3.2.0
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typer==0.20.0
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types-requests==2.32.4.20260107
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typing-inspection==0.4.2
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typing_extensions==4.15.0
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tzdata==2025.2
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urllib3==2.6.3
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uvicorn==0.34.2
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varint==1.0.2
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web3==7.10.0
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websockets==15.0.1
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yarl==1.22.0

‎dincli/cli/modelowner.py‎

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from dincli.cli.modelownerd.lms import lms_app
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from dincli.cli.modelownerd.lms_evaluation import lms_evaluation_app
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from dincli.cli.modelownerd.model import model_app
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from dincli.cli.modelownerd.setup import (add_slasher,
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deposit_reward_in_dintask_auditor)
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from dincli.cli.modelownerd.setup import (add_slasher)
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from dincli.cli.modelownerd.slash import slash_app
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app = typer.Typer(help="Commands for Model Owners in DIN.")
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app.add_typer(lms_evaluation_app, name="lms-evaluation")
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app.add_typer(aggregation_app, name="aggregation")
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app.add_typer(slash_app, name="slash")
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app.command("deposit-reward-in-dintask-auditor")(deposit_reward_in_dintask_auditor)
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app.command("add-slasher")(add_slasher)
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if __name__ == "__main__":

‎dincli/cli/modelownerd/model.py‎

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target_manifest = os.path.join(task_dir, "manifest.json")
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if not os.path.exists(target_manifest):
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default_manifest_CID = "bafybeibbhrefnamky7vmgcrhfx4ptxb3bdemh5dtnvwfkpualoganvnuve"
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default_manifest_CID = "bafybeihmnbzg27dbdny2qg2gn4kkhig3i7b2ep7vitw7maqpbrbj7k7aue"
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console.print(f"[bold red]Manifest not found at {target_manifest}[/bold red]")
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console.print(f"[bold yellow]Using default manifest from IPFS CID: {default_manifest_CID}[/bold yellow]")
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retrieve_from_ipfs(default_manifest_CID, target_manifest)

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