Install payload
Install payload is mixed and needs spot-checking.
67% (2/3)
Browse the directory
/
Showing 3 resources for "local-models"
Saved
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Active
Privacy notes filter active — add entries to compare trust side by side.
Trust snapshot
3 results in this view
Claimed
0%(0/3)
2 trust signals differ in this sample: Source provenance, Submitter
Signals differ on Source provenance, Submitter — add entries to compare before you install.
Rollout signal scan
2 rollout risk signals in current results
Biggest gaps: metadata review, package integrity. 0 entries have 2+ required gaps.
watch
Most at-risk entries in this view
Adoption queue
Browse adoption queue · balanced
1/3 visible results are in hold tier and need mitigation before adoption.
ready 0caution 2hold 1
Cherry Studio
1 blockers: Metadata review
caution
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
tools/cherry-studio · trust review · confidence 67%
Self-Hosted AI Operator Stack
1 blockers: Metadata review
caution
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
collections/self-hosted-ai-operator-stack · trust review · confidence 67%
llama.cpp
2 blockers: Metadata review, Install payload
hold
36/100
Request metadata review from maintainers or internal owners.
Add install/config payload for reproducible team rollout.
Collect package checksum or signed artifact information.
tools/llama-cpp · trust review · confidence 50%
Decision confidence
Decision confidence scan · balanced
1/3 results are low-confidence and need review before adoption.
high 0medium 2low 1
Cherry Studio
Address Metadata review, Package integrity before broader rollout.
medium
54/100
Missing: Metadata reviewMissing: Package integrity
tools/cherry-studio · trust review
Self-Hosted AI Operator Stack
Address Metadata review, Package integrity before broader rollout.
medium
54/100
Missing: Metadata reviewMissing: Package integrity
collections/self-hosted-ai-operator-stack · trust review
llama.cpp
Hold adoption until Metadata review, Package integrity are resolved.
low
36/100
Missing: Metadata reviewMissing: Package integrityMissing: Install payload
tools/llama-cpp · trust review
Freshness distribution
Current results are broadly fresh
Median age 54 days; all 3 scanned entries are within 90 days.
Theme distribution
Results center on local-models
100% of this view shares the top theme. Leading themes: local-models, inference, mcp.
- local-models100% (3)
- inference67% (2)
- mcp67% (2)
- ai-agents33% (1)
- ai-desktop-client33% (1)
- assistants33% (1)
- cherry-studio33% (1)
- docker33% (1)
16 distinct themes across 3 scanned
Cross-platform AI desktop client with multiple LLM providers, local model support, 300+ assistants, document and image handling, WebDAV backup, MCP server support, mini programs, and enterprise deployment options.
llama.cppby ggml-org · submitted by oktofeesh1
MIT-licensed C/C++ LLM inference runtime for running GGUF models locally or through a lightweight OpenAI-compatible llama-server.
A source-backed collection for operators running AI services on infrastructure they control: local model runtime, CPU and GPU inference, model gateway, self-hosted MCP access, retrieval storage, model API packaging, container rebuilds, and image security checks.