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uba-ki-lab/llm-testframework

opencode:5012

Evaluation of large language models; Keywords: uba, umweltbundesamt, ki-lab, NLP, LLM, Energiemessung

Entity type · RepositoryPublic dossier · indexable21 Jul 2026, 08:42

Identity extends only as far as the published stable identifier or explicit mapping. Similar names are not merged. Missing links mean not observed in the bounded sources—not absent in reality.

identity ≠ name similarity · edge ≠ causality

13direct evidenced connections

13exact-identifier edges

14referenced source snapshots

5published attributes

ONE-HOP EVIDENCE

Every direct connection and its proof

The relation label and evidence class describe the entire claim. Open the source record before drawing a broader conclusion.

Exact identifieredge:240171dac2cf72535efced0a

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Software packageCodeCarbon

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Exact identifieredge:2bb99ec88c21985ccce8e5a2

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Software packagevLLM

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Exact identifieredge:2fbc1a8ffbefe610f0e97be3

Relationshipdeclares_dependency

Software packagePyTorch

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Exact identifieredge:432c21045e06d5a4c49b867f

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Software packageTransformers

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Exact identifieredge:5192184354a3f181ab123147

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Software packageDSPy

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Exact identifieredge:7663ab052bfffb8762a27e89

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Software packagetiktoken

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Exact identifieredge:97c6a3a5cbd7c7a736707bc7

Relationshipdeclares_dependency

Software packageHugging Face Tokenizers

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Exact identifieredge:9ed15244f8f21ea12b67a4f1

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Software packageSentence Transformers

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Exact identifieredge:aa8df0556202504b3c931fd0

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Software packageLiteLLM

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Exact identifieredge:b5a693941a39c0d32334981e

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Software packagescikit-learn

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Exact identifieredge:bef2d6a9051cae9618728539

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Software packageOpenAI SDK

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Exact identifieredge:da4623f7b38fe3e027275732

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Software packageXGBoost

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Exact identifieredge:e37b5b9db06b5937b87ff580

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Software packageHugging Face Datasets

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PUBLISHED ATTRIBUTES

Fields retained with this identity

Attributes are descriptive source fields. They do not create cross-dataset identity unless an edge states that join explicitly.

Ai Package Count: 13
Commit Sha: e8d6e99a1fa63b264e727acb553ed9b1499789b1
Last Activity At: 2026-05-13T07:48:58.631Z
Path With Namespace: uba-ki-lab/llm-testframework
Tree Complete: true

PROVENANCE

Inspect the source snapshots

A source snapshot describes what was available at collection time. Corrections and later publications can change future observations.

01

german-public-sector-ai-code-radaropencode:5012 · opencode_project_id_and_commit

02

german-public-sector-ai-dependency-atlasopencode:5012@e8d6e99a1fa63b264e727acb553ed9b1499789b1:pypi:codecarbon · repository_commit_manifest_package_identity

03

german-public-sector-ai-dependency-atlasopencode:5012@e8d6e99a1fa63b264e727acb553ed9b1499789b1:pypi:vllm · repository_commit_manifest_package_identity

04

german-public-sector-ai-dependency-atlasopencode:5012@e8d6e99a1fa63b264e727acb553ed9b1499789b1:pypi:torch · repository_commit_manifest_package_identity

05

german-public-sector-ai-dependency-atlasopencode:5012@e8d6e99a1fa63b264e727acb553ed9b1499789b1:pypi:transformers · repository_commit_manifest_package_identity

06

german-public-sector-ai-dependency-atlasopencode:5012@e8d6e99a1fa63b264e727acb553ed9b1499789b1:pypi:dspy · repository_commit_manifest_package_identity

07

german-public-sector-ai-dependency-atlasopencode:5012@e8d6e99a1fa63b264e727acb553ed9b1499789b1:pypi:tiktoken · repository_commit_manifest_package_identity

08

german-public-sector-ai-dependency-atlasopencode:5012@e8d6e99a1fa63b264e727acb553ed9b1499789b1:pypi:tokenizers · repository_commit_manifest_package_identity

09

german-public-sector-ai-dependency-atlasopencode:5012@e8d6e99a1fa63b264e727acb553ed9b1499789b1:pypi:sentence-transformers · repository_commit_manifest_package_identity

10

german-public-sector-ai-dependency-atlasopencode:5012@e8d6e99a1fa63b264e727acb553ed9b1499789b1:pypi:litellm · repository_commit_manifest_package_identity

11

german-public-sector-ai-dependency-atlasopencode:5012@e8d6e99a1fa63b264e727acb553ed9b1499789b1:pypi:scikit-learn · repository_commit_manifest_package_identity

12

german-public-sector-ai-dependency-atlasopencode:5012@e8d6e99a1fa63b264e727acb553ed9b1499789b1:pypi:openai · repository_commit_manifest_package_identity

13

german-public-sector-ai-dependency-atlasopencode:5012@e8d6e99a1fa63b264e727acb553ed9b1499789b1:pypi:xgboost · repository_commit_manifest_package_identity

14

german-public-sector-ai-dependency-atlasopencode:5012@e8d6e99a1fa63b264e727acb553ed9b1499789b1:pypi:datasets · repository_commit_manifest_package_identity

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