AI Developer Tool · Python

gemma-4-e2b-it-cu128-torch291-py311

Rick@JuiceB0xC0de · Atlas 73.3 · #2= builder

What it is

This repository provides a Docker image for a reproducible development environment tailored for Gemma-4-E2B-it attention kernel and event-aware SAE work, with pinned dependencies and verification scripts.

Scored from the code at its last scan, 22 Oct 2026. How merit is scored

Where it counts

NLP & LLMs90%
Machine Learning60%
MLOps40%

How much of the project is about each field, as scoring counts it. It ranks in the field it is most about.

Around it on the NLP & LLMs board

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RankProjectBuilderFieldMerit

34, shared ranksnow-cuadDataset / Data Pipeline · PythonA proof-of-concept system that loads the CUAD contract corpus into Snowflake and provides a lawyer-facing search UI with role-based access and audit logging.49.2/100ImplementationJarad PeckenpaughNLP & LLMs
36executive-assistantOther AI Project · JavaScriptThe repository contains a local, single-user web application for personal task management built with FastAPI and SQLAlchemy, along with an experimental browser-based proof-of-concept frontend that explores integration with AI agents for enhanced functionality.48.2/100ImplementationJarad PeckenpaughNLP & LLMs
37gemma-4-e2b-it-cu128-torch291-py311AI Developer Tool · Python47.0/100ImplementationRickNLP & LLMs
38ling-3.0-tiny-cu130-torch213-py312-sm89Inference System · PythonA Docker image that serves the inclusionAI/Ling-3.0-tiny language model using vLLM, with build-time verification of dependencies and model compatibility.43.8/100ImplementationRickNLP & LLMs
39mistral-ml-flowMLOps Infrastructure · ShellThe mistral-ml-flow repository provides a Docker image (ml-workflow-image) and helper scripts to create a reproducible GPU environment for running the GWIQ atlas CLI, which is used for analyzing language models such as Mistral and Qwen.41.4/100ImplementationRickNLP & LLMs

What it is

Where it counts

Around it on the NLP & LLMs board

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