mlx-community/PP-OCRv6-small-rec-GGUF overview
PP OCRv6 small recognizer — CrispEmbed GGUF Files: PP OCRv6 small rec f16.gguf and PP OCRv6 small rec crispasr q4 k policy.gguf . The policy q4 container inten…
Runs locally from ~9.5 MB disk (4 GB VRAM class GPUs with llama.cpp / guIDE).
Repository Files & Downloads
Model Details
| Model ID | mlx-community/PP-OCRv6-small-rec-GGUF |
|---|---|
| Author | mlx-community |
| Pipeline | — |
| License | apache-2.0 |
| Base model | — |
| Last modified | 2026-07-31T14:44:54.000Z |
Model README
---
library_name: crispembed
license: apache-2.0
tags: [ocr, pp-ocrv6, gguf, crispembed]
---
PP-OCRv6 small recognizer — CrispEmbed GGUF
Files: PP-OCRv6_small_rec-f16.gguf and PP-OCRv6_small_rec-crispasr-q4_k-policy.gguf.
The policy-q4 container intentionally keeps the complete PP-OCRv6 recognizer graph in F16: quantizing intermediate CNN/SVTR weights caused compounding CTC drift. Source: PaddlePaddle PP-OCRv6, Apache-2.0.
Parity on tests/regression/images/fox.png: F16 and policy-q4 both pass the 0.999 cosine floor across the full native diff path; worst stage cosine is 0.999265 and logits cosine is 0.999530.
Run mlx-community/PP-OCRv6-small-rec-GGUF with guIDE
Download guIDE — the AI-native code editor with local LLM inference and 69 built-in tools.
Source: Hugging Face · Compare models