PacifAIst/Quansloth Graph

Graph Summary

PacifAIst/Quansloth graph connects 3 alternatives, 8 related projects, 1 inferred dependencies, 2 deployment targets, and 3 use cases.

Nodes37

Edges359

Projects25

Dependencies26

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Alternatives3 linked signals Related8 linked signals Dependencies1 linked signals Deployments2 linked signals Use Cases3 linked signals Categories25 linked signals Migrations3 linked signals

Project Context

Quansloth

MaintainerPacifAIst

LicenseApache-2.0

LanguagePython

Recent activityLast push 180 days ago

Deployment Targets

Dependencies

Knowledge Graph

37 nodes / 359 edges

PacifAIst/Quansloth ↔ unslothai/unslothUse unslothai/unsloth when the user needs a local llm runtime project with docker, library-only, local deployment options.

PacifAIst/Quansloth ↔ ddalcu/mlx-serveUse ddalcu/mlx-serve when the user needs a local llm runtime project with local, cloud deployment options.

PacifAIst/Quansloth ↔ kserve/kserveUse kserve/kserve when the user needs a local llm runtime project with docker, kubernetes, serverless deployment options.

PacifAIst/Quansloth ↔ toverainc/willow-inference-serverUse toverainc/willow-inference-server when the user needs a local llm runtime project with docker, library-only, local deployment options.

PacifAIst/Quansloth ↔ defilantech/LLMKubeUse defilantech/LLMKube when the user needs a local llm runtime project with docker, kubernetes, local deployment options.

PacifAIst/Quansloth ↔ microsoft/foundry-localUse microsoft/foundry-local when the user needs a local llm runtime project with library-only, local, cloud deployment options.

Alternatives Network

Replacement candidates

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PacifAIst/Quansloth ↔ vllm-project/vllmUse vllm-project/vllm when the user needs a local llm runtime project with docker, library-only, local deployment options.

PacifAIst/Quansloth ↔ vllm-project/vllm-omniUse vllm-project/vllm-omni when the user needs a local llm runtime project with docker, local, cloud deployment options.

PacifAIst/Quansloth ↔ jaylfc/taOSUse jaylfc/taOS when the user needs a local llm runtime project with library-only, local, cloud deployment options.

PacifAIst/Quansloth ↔ unslothai/unslothUse unslothai/unsloth when the user needs a local llm runtime project with docker, library-only, local deployment options.

PacifAIst/Quansloth ↔ huggingface/optimumUse huggingface/optimum when the user needs a local llm runtime project with docker, library-only, local deployment options.

PacifAIst/Quansloth ↔ mlc-ai/mlc-llmUse mlc-ai/mlc-llm when the user needs a local llm runtime project with local, cloud deployment options.

Migration Paths

What to verify before switching

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

PacifAIst/Quansloth -> vllm-project/vllmCompatibility: high / estimated cost: low.Shared: category:local_llm_runtime, deployment:local, deployment:cloud, use_case:run local models, use_case:serve inference endpoints, use_case:prototype private LLM deployments, dependency:LLM provider, language:Python.Gaps: No indexed gap; still run the validation steps.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.

PacifAIst/Quansloth -> vllm-project/vllm-omniCompatibility: high / estimated cost: low.Shared: category:local_llm_runtime, deployment:local, deployment:cloud, use_case:run local models, use_case:serve inference endpoints, use_case:prototype private LLM deployments, dependency:LLM provider, language:Python.Gaps: No indexed gap; still run the validation steps.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.

PacifAIst/Quansloth -> jaylfc/taOSCompatibility: high / estimated cost: medium.Shared: category:local_llm_runtime, deployment:local, deployment:cloud, use_case:run local models, use_case:serve inference endpoints, use_case:prototype private LLM deployments, dependency:LLM provider, language:Python.Gaps: License changes from Apache-2.0 to AGPL-3.0.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