Kits of AI agent skills, rules and prompts

Qwen2.5-7B-Instruct-AWQ

Qwen · Kit

A 4-bit AWQ build of Qwen2.5-7B-Instruct, a 7.6B chat model that follows instructions, handles tables and returns JSON. For developers who want a capable chat…

MiniCPM-OCR 1.0 GGUF

openbmb · Kit

Reads English and Chinese documents, including PDFs, into text, tables and formulas, in GGUF files for llama.cpp. For people who run MiniCPM-OCR 1.0 on their o…

DeepSeek-V4.1-Flash-1017-oQ4e-ngram-mtp

mlx-community · Kit

A mixed-precision MLX copy of DeepSeek-V4.1-Flash-1017 that keeps the Engram tables at FP8. Made for people with hundreds of GB of memory who want to run the m…

HiDream-I1-Full

HiDream-ai · Kit

Generates images from text prompts with a 17B-parameter open model that scores at the top of the card's prompt-following tables. For designers, marketers and d…

Surya OCR 2.5

datalab-to · Kit

Reads text from document images with a 689M parameter model, and also finds text lines, layout blocks and reading order. Suits developers who turn scans and ph…

Dolphin

ByteDance · Kit

Reads a document page image and extracts its text, tables, formulas and figures in reading order, in two stages. A compact 398M model for Chinese and English d…

OvisOCR2

ATH-MaaS · Kit

Document parsing model that reads a page image and writes Markdown in reading order, covering text, formulas and tables. About 0.8B parameters, run through vLL…

AE3-TL

APEXE3HQ · Kit

Finds every table on a digital PDF page and rebuilds it cell by cell, with merged cells, headers, captions and footers. For teams pulling tables out of reports…

Surya 2.5 GGUF

datalab-to · Kit

Reads text, tables and layout from document images and returns it as text. GGUF builds of the Surya 2.5 OCR model for llama.cpp, for people who run document OC…

Falcon OCR

tiiuae · Kit

Reads a document image with a small 270M-parameter model and returns the text, formulas as LaTeX or tables as HTML, including scans, receipts and handwriting.

Kumo Relational

nvidia · Kit

Predicts classes or numbers for table rows by learning from example rows and the tables linked to them. It suits data scientists who work with relational data.

Chandra OCR 2

datalab-to · Kit

Reads text from images and PDFs and returns markdown, HTML or JSON that keeps the page layout. Handles handwriting, forms, tables and math in 90+ languages, fo…

rakedoc-nano-2

cloudraker · Kit

Parses document page images into text, tables and charts with markdown formatting. A 1.2B-parameter model with better chart extraction, for developers building…

OvisOCR3

ATH-MaaS · Kit

Reads document images and returns text, structured JSON, Markdown with formulas and tables, key fields and figure captions from one 0.8B model. For developers…

GLM-OCR

zai-org · Kit

Reads text, formulas and tables from document images and pulls structured information out of them, in eight languages. A small OCR model from zai-org for devel…

MiniCPM-OCR 1.0

openbmb · Kit

A 1.3B model from OpenBMB that reads documents in English and Chinese, parsing text, tables, formulas, charts and seals and pulling out key fields.

Nemotron 3.5 Parse

nvidia · Kit

Reads page images of scans, PDFs, slides and forms and returns their text, tables, chart data, reading order and boxes as Markdown, HTML or JSON. A 631M-parame…

Xiaomi-OCR-0

xiaomi-research · Kit

Parses documents and answers questions about text in images with one 0.8B OCR model from Xiaomi, covering tables, formulas and handwriting. For developers buil…

Granite Vision Document Intelligence

ibm-granite · Kit

Pulls summaries, CSV data, code, tables and image descriptions out of PDFs and images, using IBM Granite Vision and Docling in a Gradio demo.

HAKARI-Bench Leaderboard

hakari-bench · Kit

Shows the public results of HAKARI-Bench, a light multilingual information retrieval benchmark, with tables, model comparisons and filters. For researchers and…

Open VLM Leaderboard

opencompass · Kit

Shows leaderboards of vision-language model scores gathered with the VLMEvalKit toolkit, with an overall ranking and separate tables for each benchmark. It sui…

cognirank

dotlabs · Kit

Ranks small AI models on reasoning and programming benchmarks, with sortable tables, charts and side-by-side comparisons, as a static website. For people choos…

An n8n workflow with an upload form. An AI model reads a picture of tool logos, lists each tool with its attributes and similar tools, and saves them in two li…

AnyPS5

boykopovar · Kit

Converts PlayStation 5 executables to run on Linux and Windows without emulation. It is intended for developers and researchers working on software interoperab…

drawDB

drawdb-io · Kit

A free database diagram editor that runs in your browser. You draw tables and relationships, import SQL, and export SQL, images or DBML. The notes cover runnin…

RAGFlow

infiniflow · Kit

InfiniFlow’s open source RAG engine with agent features. You load documents into datasets, RAGFlow reads their layout, text and tables, and a chat answers with…