director-ai Files

Real-time LLM hallucination guardrail — NLI + RAG fact-checking

Brought to you by: anulum

The interactive file manager requires Javascript. Please enable it or use sftp or scp.
You may still browse the files here.

Name	Modified	Size	InfoDownloads / Week
Parent folder
README.md	2026-02-25	704 Bytes	0
v0.9.0 source code.tar.gz	2026-02-25	293.6 kB	0
v0.9.0 source code.zip	2026-02-25	390.9 kB	0
Totals: 3 Items		685.2 kB	0

v0.9.0

Added

DeBERTa fine-tuning pipeline — data pipeline, training scripts, GPU/chunked scoring
AggreFact benchmark suite — 5 result files (baseline, fine-tuned base/large, comparison)
Core hardening — 24 test-enforced items: lazy torch import, thread safety, _clamp utility, singular metric guard, 1-D eigvecs fallback, history cap, NLI RuntimeError, etc.
Test count: 144 → 375 (2.6x increase)

Changed

CI: switched formatter from black to ruff format
Backfire-kernel FFI refactored, slop cleanup

Fixed

NLI data pipeline: ClassLabel cast for stratified split
NLI scorer: None guards for mypy attr-defined errors
24 hardening test failures resolved

Source: README.md, updated 2026-02-25

Other Useful Business Software

MongoDB Atlas runs apps anywhere Icon

MongoDB Atlas runs apps anywhere

Deploy in 115+ regions with the modern database for every enterprise.

MongoDB Atlas gives you the freedom to build and run modern applications anywhere—across AWS, Azure, and Google Cloud. With global availability in over 115 regions, Atlas lets you deploy close to your users, meet compliance needs, and scale with confidence across any geography.

Start Free

Forever Free Full-Stack Observability | Grafana Cloud Icon

Forever Free Full-Stack Observability | Grafana Cloud

Our generous forever free tier includes the full platform, including the AI Assistant, for 3 users with 10k metrics, 50GB logs, and 50GB traces.

Built on open standards like Prometheus and OpenTelemetry, Grafana Cloud includes Kubernetes Monitoring, Application Observability, Incident Response, plus the AI-powered Grafana Assistant. Get started with our generous free tier today.

Create free account

MongoDB Atlas runs apps anywhere

Deploy in 115+ regions with the modern database for every enterprise.

MongoDB Atlas gives you the freedom to build and run modern applications anywhere—across AWS, Azure, and Google Cloud. With global availability in over 115 regions, Atlas lets you deploy close to your users, meet compliance needs, and scale with confidence across any geography.

Start Free

Recommended Projects

Opik
Debug, evaluate, and monitor your LLMapps, RAG systems, and agentic AI
DocsGPT
Private AI platform for agents, enterprise search and RAG pipelines
DeepEval
DeepEval is a simple-to-use, open-source LLM evaluation framework, for evaluating and testing large-language model systems. It is similar to Pytest but specialized for unit testing LLM outputs. DeepEval incorporates the latest research to evaluate LLM outputs based on metrics such as G-Eval, hallucination, answer relevancy, RAGAS, etc., which uses LLMs and various other NLP models that run locally on your machine for evaluation. Whether your application is implemented via RAG or fine-tuning, LangChain, or LlamaIndex, DeepEval has you covered. With it, you can easily determine the optimal hyperparameters to improve your RAG pipeline, prevent prompt drifting, or even transition from OpenAI to hosting your own Llama2 with confidence.
Haystack
Haystack is an open source NLP framework to interact with your data
tactile12000 mp3 dj ware
The Tactile12000 is a visual DJ setup for MP3 files on your Mac or PC. It's built using Macromedia Director and a plug-in written in C++. Visit www.tactile12000.com for more information.