Project Graph

huggingface/inference-benchmarker

A relationship view of alternatives, deployments, compatible protocols, dependencies, use cases, and categories.

Graph Summary

huggingface/inference-benchmarker graph connects 3 alternatives, 8 related projects, 1 inferred dependencies, 4 deployment targets, and 3 use cases.

Nodes51
Edges416
Projects38
Dependencies34

Project Context

inference-benchmarker

Maintainerhuggingface
LicenseApache-2.0
LanguageRust
Recent activityLast push 102 days ago

Deployment Targets

dockerkuberneteslocalcloud

Dependencies

LLM provider

Knowledge Graph

51 nodes / 416 edges

huggingface/infer… focus llm eval category docker deployment kubernetes deployment local deployment cloud deployment evaluate LLM … use case benchmark pro… use case track model q… use case LLM provider dependency mistral.rs project text-embeddin… project opik project agentevals project production-st… project

Migration Paths

What to verify before switching

JSON

These paths are evidence-backed heuristics, not drop-in compatibility claims.

huggingface/inference-benchmarker -> EricLBuehler/mistral.rsCompatibility: high / estimated cost: medium.Shared: category:llm_eval, deployment:docker, deployment:kubernetes, deployment:local, deployment:cloud, use_case:evaluate LLM outputs, use_case:benchmark prompts and agents, use_case:track model quality.Gaps: License changes from Apache-2.0 to MIT.Validate: Review license obligations before migrating production code. Compare API, configuration, license, and dependency requirements. Run the target project's minimal example or test suite. Verify deployment, persistence, and tool-execution behavior in the requested runtime.
huggingface/inference-benchmarker -> huggingface/text-embeddings-inferenceCompatibility: unknown / estimated cost: unknown.Shared: none indexed.Gaps: Target project is not indexed in the current corpus.Validate: Index or inspect the target repository before planning a migration. Compare API, configuration, license, and dependency requirements. Run the target project's minimal example in the requested deployment.
huggingface/inference-benchmarker -> comet-ml/opikCompatibility: medium / estimated cost: medium.Shared: category:llm_eval, deployment:docker, deployment:kubernetes, deployment:local, deployment:cloud, use_case:evaluate LLM outputs, use_case:benchmark prompts and agents, use_case:track model quality.Gaps: Language changes from Rust to Python.Validate: Compare API, configuration, license, and dependency requirements. Run the target project's minimal example or test suite. Verify deployment, persistence, and tool-execution behavior in the requested runtime.

Use Cases

evaluate LLM outputsbenchmark prompts and agentstrack model quality

Categories

llm eval

Alternatives

EricLBuehler/mistral.rscomet-ml/opikmicrosoft/promptylangfuse/langfuselangwatch/langwatchpromptfoo/promptfoo

Related Projects

agentevals-dev/agentevalsvllm-project/production-stacklangfuse/langfusepromptfoo/promptfooArize-ai/phoenixmodelscope/evalscope