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genpark-int8-symmetric-per-tensor-quantizer-skill MCP Server

alphaparkinc/genpark-int8-symmetric-per-tensor-quantizer-skill

Score: 53.3 Rank #13443 Monitoring
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Symmetric INT8 per-tensor and per-channel quantization engine for LLM weights and activations, with SNR and MSE reconstruction telemetry.

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Overview

alphaparkinc/genpark-int8-symmetric-per-tensor-quantizer-skill is a Python tool licensed under MIT. Symmetric INT8 per-tensor and per-channel quantization engine for LLM weights and activations, with SNR and MSE reconstruction telemetry.

Ranked #13443 out of 24846 indexed tools.

Ecosystem

Python MIT

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 7

7 stars → early stage

Freshness 25% 22d ago

Last commit 22d ago → recently updated

Issue Health 25% 50%

No issues filed → no history to score

Contributors 10% 0

0 contributors → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 0
Description Good
License MIT

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Description low impact

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Contributors medium impact

Single-contributor projects carry bus-factor risk — welcoming contributors boosts confidence

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

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AgentRank score for alphaparkinc/genpark-int8-symmetric-per-tensor-quantizer-skill
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Matched Queries

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