convert

An automated pipeline that converts Hugging Face models to GGUF format and uploads the results, running weekly over every model in the ggml-org organization.

Models

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This repository converts models to GGUF format and uploads them to Hugging Face, driven by a shell script that requires a Hugging Face token with write access to the target organization. Sample converted models include Gemma, Qwen and gpt-oss variants published under the ggml-org account.

A model is only reconverted when at least one of its source models has changed, though the generated README files are refreshed on every run regardless. A GitHub Actions workflow runs the conversion for every model in the organization once a week using the latest master branch of llama.cpp, unless a specific commit is pinned, and a maintainer can also trigger the workflow manually.

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mini-AGI
github.com
A continual learning language model that trains from scratch on a single 8 GB VRAM GPU, assembling its own architecture and adapting its size to the hardware and data available rather than shipping as a fixed pretrained model.
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Applied Inference Lab: Compliance Control Embedding Stack
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An open-source contrastive-embedding pipeline that maps technical CVE vulnerability descriptions to formal cybersecurity compliance controls in NIST SP 800-53 and CMMC, published with its model generation, fine-tuning and evaluation code.
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peekaboolean
github.com
A small vision-language model, fine-tuned with LoRA on a 500-million-parameter backbone, that answers typed multiple-choice, ordinal-score and yes/no questions about an image with calibrated probabilities, in about 400 milliseconds on a laptop.
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mini-AGI

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