TheImmortalPython/pklm-sandbox
Official open-source sandbox for PKLM Core, featuring lightweight Hugging Face logits processing and zero-drift linguistic containment. - TheImmortalPython/pklm-sandbox
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README
PKLM Sandbox (pklm-sandbox) Official open-source sandbox for PKLM Core, featuring lightweight Hugging Face logits processing and zero-drift linguistic containment. Quickstart Integrate the sandbox processor into your local pipeline: from transformers import AutoModelForCausalLM, AutoTokenizer from pklm_sandbox.processor import PKLMSandboxProcessor Example: Initialize processor with tokens to restrict processor = PKLMSandboxProcessor(blocked_token_ids=[50256]) Enterprise and Production Deployments This public repository contains only a basic developer-tier wrapper for testing and evaluation. For high-stakes enterprise environments, custom token-level constraint modeling, heavy Paninian karaka rule engines, low-latency compiled binaries, and production SLAs, enterprise clients should reach out directly to: Contact: theimmortalpythonlabs@proton.me License Distributed under the MIT License. See LICENSE for more information.