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fix(llamacpp): make the default CUDA image build (slim toolkit + nvcc on PATH) #7093

Run time

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Job	Run time
unit-tests-hermes (3.12)	27s
unit-tests (3.14)	2m 36s
unit-tests (3.10)	2m 24s
unit-tests (3.11)	2m 48s
unit-tests (3.12)	2m 49s
unit-tests (3.13)	2m 43s
discover-plugins	6s
unit-tests-hermes (3.13)	32s
unit-tests-hermes (3.11)	25s
unit-tests-plugins (agents/crewai, 3.12)	27s
unit-tests-plugins (agents/deepagents, 3.12)	29s
unit-tests-plugins (agents/pydantic_ai, 3.12)	30s
unit-tests-plugins (dask, 3.12)	22s
unit-tests-plugins (agents/langchain, 3.12)	22s
unit-tests-plugins (agents/google, 3.12)	25s
unit-tests-plugins (agents/claude, 3.12)	21s
unit-tests-plugins (echo, 3.12)	23s
unit-tests-plugins (agento11y, 3.12)	20s
unit-tests-plugins (jsonl, 3.12)	18s
unit-tests-plugins (agents/core, 3.12)	22s
unit-tests-plugins (hydra, 3.12)	32s
unit-tests-plugins (hitl, 3.12)	43s
unit-tests-plugins (agents/mistral, 3.12)	25s
unit-tests-plugins (pytorch, 3.12)	40s
unit-tests-plugins (pandera, 3.12)	1m 0s
unit-tests-plugins (agents/openai, 3.12)	25s
unit-tests-plugins (redis, 3.12)	20s
unit-tests-plugins (github, 3.12)	22s
unit-tests-plugins (lance, 3.12)	26s
unit-tests-plugins (agents/langgraph, 3.12)	21s
unit-tests-plugins (wandb, 3.12)	25s
unit-tests-plugins (llamacpp, 3.12)	19s
unit-tests-plugins (polars, 3.12)	22s
unit-tests-plugins (codegen, 3.12)	24s
unit-tests-plugins (huggingface, 3.12)	25s
unit-tests-plugins (omegaconf, 3.12)	19s
unit-tests-plugins (bigquery, 3.12)	18s
unit-tests-plugins (otel, 3.12)	18s
unit-tests-plugins (linear, 3.12)	17s
unit-tests-plugins (jira, 3.12)	22s
unit-tests-plugins (databricks, 3.12)	42s
unit-tests-plugins (mlflow, 3.12)	29s
unit-tests-plugins (sglang, 3.12)	22s
unit-tests-plugins (papermill, 3.12)	45s
unit-tests-plugins (clickup, 3.12)	22s
unit-tests-plugins (vllm, 3.12)	21s
unit-tests-plugins (spark, 3.12)	42s
unit-tests-plugins (trackio, 3.12)	21s
unit-tests-plugins (snowflake, 3.12)	28s
unit-tests-plugins (slack, 3.12)	18s
unit-tests-plugins (nsight, 3.12)	22s
unit-tests-plugins (ray, 3.12)	19s
	33m 23s

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fix(llamacpp): make the default CUDA image build (slim toolkit + nvcc on PATH) #7093

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fix(llamacpp): make the default CUDA image build (slim toolkit + nvcc on PATH) #7093

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