huggingface/lighteval Graph

Graph Summary

huggingface/lighteval graph connects 3 alternatives, 8 related projects, 1 inferred dependencies, 3 deployment targets, and 3 use cases.

Nodes51

Edges417

Projects38

Dependencies34

Open project knowledge Find alternatives Explore related projects Explain score Compare shortlist

Alternatives3 linked signals Related8 linked signals Dependencies1 linked signals Deployments3 linked signals Use Cases3 linked signals Categories28 linked signals Migrations3 linked signals

Project Context

lighteval

Maintainerhuggingface

LicenseMIT

LanguagePython

Recent activityActive in the last week

Deployment Targets

Dependencies

Knowledge Graph

51 nodes / 417 edges

huggingface/lighteval ↔ modelscope/evalscopeUse modelscope/evalscope when the user needs a llm eval project with docker, library-only, local deployment options.

huggingface/lighteval ↔ EleutherAI/lm-evaluation-harnessUse EleutherAI/lm-evaluation-harness when the user needs a llm eval project with docker, library-only, local deployment options.

huggingface/lighteval ↔ strands-agents/evalsUse strands-agents/evals when the user needs a llm eval project with library-only, local, cloud deployment options.

huggingface/lighteval ↔ agentevals-dev/agentevalsUse agentevals-dev/agentevals when the user needs a llm eval project with docker, kubernetes, library-only deployment options.

huggingface/lighteval ↔ vibrantlabsai/ragasUse vibrantlabsai/ragas when the user needs a llm eval project with docker, library-only, local deployment options.

huggingface/lighteval ↔ GoogleCloudPlatform/evalbenchUse GoogleCloudPlatform/evalbench when the user needs a llm eval project with docker, local, cloud deployment options.

Alternatives Network

Replacement candidates

JSON

huggingface/lighteval ↔ promptfoo/promptfooUse promptfoo/promptfoo when the user needs a llm eval project with docker, library-only, local deployment options.

huggingface/lighteval ↔ comet-ml/opikUse comet-ml/opik when the user needs a llm eval project with docker, kubernetes, library-only deployment options.

huggingface/lighteval ↔ confident-ai/deepevalUse confident-ai/deepeval when the user needs a llm eval project with library-only, local, cloud deployment options.

huggingface/lighteval ↔ modelscope/evalscopeUse modelscope/evalscope when the user needs a llm eval project with docker, library-only, local deployment options.

huggingface/lighteval ↔ EleutherAI/lm-evaluation-harnessUse EleutherAI/lm-evaluation-harness when the user needs a llm eval project with docker, library-only, local deployment options.

huggingface/lighteval ↔ GoogleCloudPlatform/evalbenchUse GoogleCloudPlatform/evalbench when the user needs a llm eval project with docker, local, cloud deployment options.

Migration Paths

What to verify before switching

JSON

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

huggingface/lighteval -> promptfoo/promptfooCompatibility: medium / estimated cost: medium.Shared: category:llm_eval, deployment:library_only, deployment:local, deployment:cloud, use_case:evaluate LLM outputs, use_case:benchmark prompts and agents, use_case:track model quality, dependency:LLM provider.Gaps: Language changes from Python to TypeScript.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.

huggingface/lighteval -> comet-ml/opikCompatibility: high / estimated cost: medium.Shared: category:llm_eval, deployment:library_only, deployment:local, deployment:cloud, use_case:evaluate LLM outputs, use_case:benchmark prompts and agents, use_case:track model quality, dependency:LLM provider.Gaps: License changes from MIT to Apache-2.0.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/lighteval -> confident-ai/deepevalCompatibility: high / estimated cost: medium.Shared: category:llm_eval, deployment:library_only, deployment:local, deployment:cloud, use_case:evaluate LLM outputs, use_case:benchmark prompts and agents, use_case:track model quality, dependency:LLM provider.Gaps: License changes from MIT to Apache-2.0.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.

Use Cases