{"id":4891,"date":"2026-09-26T22:26:51","date_gmt":"2026-09-26T13:26:51","guid":{"rendered":"https:\/\/localmodelwatch.tsuchitsuchi.com\/publisher-m-a-p-en\/"},"modified":"2026-09-27T13:17:05","modified_gmt":"2026-09-27T04:17:05","slug":"publisher-m-a-p-en","status":"publish","type":"page","link":"https:\/\/localmodelwatch.tsuchitsuchi.com\/en\/publisher-m-a-p-en\/","title":{"rendered":"M-A-P Open Models: Model List, Licenses and Articles"},"content":{"rendered":"<h2>About M-A-P<\/h2>\n<p><strong>M-A-P (Multimodal Art Projection)<\/strong> is an open-source AI research community. According to its <a href=\"https:\/\/huggingface.co\/m-a-p\">m-a-p organization on Hugging Face<\/a>, its members work on a wide range of research, including pre-training of foundation models, large-scale data collection and processing, and applications to coding, reasoning and music creation, and the community is open to interested researchers. It is a publisher run by a group of researchers rather than a company.<\/p>\n<h2>What It Releases<\/h2>\n<p>Among generative models you can use locally, <strong>music generation<\/strong> stands out.<\/p>\n<ul>\n<li><strong>YuE2 (September 2026)<\/strong>: a new version of its model that turns lyrics into complete songs. The organization card calls it &#8220;an open-source frontier music generation model that rivals Suno v5&#8221;, with support for cover song generation and agentic editing (our <a href=\"https:\/\/localmodelwatch.tsuchitsuchi.com\/en\/model-m-a-p-yue2-en\/\">family page<\/a> has a detailed explanation).<\/li>\n<li><strong>YuE (January 2025)<\/strong>: the first open foundation model for turning lyrics into full songs (lyrics2song).<\/li>\n<li><strong>MERT<\/strong>: acoustic models for music understanding, with new versions released alongside YuE2 (not in the table below, which lists generative models only).<\/li>\n<li>On the text side there are research models such as OProver for mathematical proofs and MAP-Neo, an LLM released together with its training data.<\/li>\n<\/ul>\n<h2>Licenses<\/h2>\n<p><strong>The music models and the text models have different terms.<\/strong> The music-related models from September 2026, such as YuE2 and MERT-v2, are non-commercial <strong>CC BY-NC 4.0<\/strong>; read the license text before using generated songs commercially. Text models such as OProver are Apache-2.0. Some models have no license field. This summary is not legal advice.<\/p>\n<h2>Running Them Locally<\/h2>\n<ul>\n<li><strong>There are no official GGUF builds<\/strong> (as of 2026-09-26).<\/li>\n<li><strong>YuE2 also runs in ComfyUI.<\/strong> There is a repackaged release for ComfyUI; which file goes in which folder is summarized in the model files table on the family page.<\/li>\n<li><strong>Many of its models are research models.<\/strong> Most text models in the table were trained from bases such as Qwen2.5 for specific research and are not necessarily suited to general chat.<\/li>\n<\/ul>\n<p><em>Sources: <a href=\"https:\/\/huggingface.co\/m-a-p\">the m-a-p organization card<\/a>; the model card of <a href=\"https:\/\/huggingface.co\/m-a-p\/YuE2-3B\">m-a-p\/YuE2-3B<\/a>; the model list of the m-a-p organization on Hugging Face (all as of 2026-09-26).<\/em><\/p>\n<h2>Our Coverage and Data<\/h2>\n<p>Local Model Watch has published 1 article(s) on M-A-P&#8217;s own models, 2 on third-party fine-tunes and quantized builds based on them, and 0 from its official blog. The model list below is collected by code from Hugging Face every day. Part of our <a href=\"https:\/\/localmodelwatch.tsuchitsuchi.com\/en\/publishers-en\/\">publisher index<\/a>; model families link to their <a href=\"https:\/\/localmodelwatch.tsuchitsuchi.com\/en\/models-en\/\">family pages<\/a>.<\/p>\n<h2>At a Glance<\/h2>\n<div class=\"lmw-table-scroll\" tabindex=\"0\" style=\"overflow-x:auto;-webkit-overflow-scrolling:touch;max-width:100%;\">\n<table style=\"width:max-content;min-width:100%;border-collapse:collapse;\">\n<thead>\n<tr>\n<th>Item<\/th>\n<th>Value<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Hugging Face organization<\/td>\n<td><a href=\"https:\/\/huggingface.co\/m-a-p\">m-a-p<\/a><\/td>\n<\/tr>\n<tr>\n<td>Models on Hugging Face<\/td>\n<td>218<\/td>\n<\/tr>\n<tr>\n<td>Articles on its own models<\/td>\n<td>1<\/td>\n<\/tr>\n<tr>\n<td>Articles on derived models<\/td>\n<td>2<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<h2>Recent Models on Hugging Face<\/h2>\n<p>The publisher lists <strong>218 models<\/strong> in total on Hugging Face. Below are up to 15 of the most recent generative models (text, image, video, audio and so on), the scope of this site, per organization. Classifiers, feature extractors, research components and repositories without a model card are omitted, and the publisher&#8217;s own quantized builds and helper variants are folded into the row of the original model. Parameter counts are left blank for repositories that pack weights into integer types, where Hugging Face&#8217;s count is not the real parameter count.<\/p>\n<div class=\"lmw-table-scroll\" tabindex=\"0\" style=\"overflow-x:auto;-webkit-overflow-scrolling:touch;max-width:100%;\">\n<p class=\"lmw-table-hint\" style=\"margin:0 0 4px;font-size:0.85em;opacity:0.7;\">\u2192 Scroll horizontally to see all columns<\/p>\n<table style=\"width:max-content;min-width:100%;border-collapse:collapse;\">\n<thead>\n<tr>\n<th>Released<\/th>\n<th>Model<\/th>\n<th>Task<\/th>\n<th>Parameters<\/th>\n<th>License<\/th>\n<th>Official variants<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>2026-09-10<\/td>\n<td><a href=\"https:\/\/huggingface.co\/m-a-p\/YuE2-3B\">m-a-p\/YuE2-3B<\/a><\/td>\n<td>audio<\/td>\n<td>3.6B<\/td>\n<td><code>cc-by-nc-4.0<\/code><\/td>\n<td>\u2014<\/td>\n<\/tr>\n<tr>\n<td>2026-05-15<\/td>\n<td><a href=\"https:\/\/huggingface.co\/m-a-p\/OProver-8B-Round2\">m-a-p\/OProver-8B-Round2<\/a><\/td>\n<td>text generation<\/td>\n<td>8.2B<\/td>\n<td><code>apache-2.0<\/code><\/td>\n<td>\u2014<\/td>\n<\/tr>\n<tr>\n<td>2026-05-15<\/td>\n<td><a href=\"https:\/\/huggingface.co\/m-a-p\/OProver-32B-Round1\">m-a-p\/OProver-32B-Round1<\/a><\/td>\n<td>text generation<\/td>\n<td>32.8B<\/td>\n<td><code>apache-2.0<\/code><\/td>\n<td>\u2014<\/td>\n<\/tr>\n<tr>\n<td>2026-05-15<\/td>\n<td><a href=\"https:\/\/huggingface.co\/m-a-p\/OProver-8B-Round1\">m-a-p\/OProver-8B-Round1<\/a><\/td>\n<td>text generation<\/td>\n<td>8.2B<\/td>\n<td><code>apache-2.0<\/code><\/td>\n<td>\u2014<\/td>\n<\/tr>\n<tr>\n<td>2026-05-15<\/td>\n<td><a href=\"https:\/\/huggingface.co\/m-a-p\/OProver-32B\">m-a-p\/OProver-32B<\/a><\/td>\n<td>text generation<\/td>\n<td>32.8B<\/td>\n<td><code>apache-2.0<\/code><\/td>\n<td>Base<\/td>\n<\/tr>\n<tr>\n<td>2026-05-15<\/td>\n<td><a href=\"https:\/\/huggingface.co\/m-a-p\/OProver-8B\">m-a-p\/OProver-8B<\/a><\/td>\n<td>text generation<\/td>\n<td>8.2B<\/td>\n<td><code>apache-2.0<\/code><\/td>\n<td>Base<\/td>\n<\/tr>\n<tr>\n<td>2025-08-26<\/td>\n<td><a href=\"https:\/\/huggingface.co\/m-a-p\/TreePO-Qwen2.5-7B_fixed-div\">m-a-p\/TreePO-Qwen2.5-7B_fixed-div<\/a><\/td>\n<td>\u2014<\/td>\n<td>7.6B<\/td>\n<td>\u2014<\/td>\n<td>\u2014<\/td>\n<\/tr>\n<tr>\n<td>2025-08-26<\/td>\n<td><a href=\"https:\/\/huggingface.co\/m-a-p\/TreePO-Qwen2.5-7B\">m-a-p\/TreePO-Qwen2.5-7B<\/a><\/td>\n<td>text generation<\/td>\n<td>7.6B<\/td>\n<td>\u2014<\/td>\n<td>\u2014<\/td>\n<\/tr>\n<tr>\n<td>2025-07-11<\/td>\n<td><a href=\"https:\/\/huggingface.co\/m-a-p\/CriticLeanGPT-Qwen2.5-32B-Instruct-SFT\">m-a-p\/CriticLeanGPT-Qwen2.5-32B-Instruct-SFT<\/a><\/td>\n<td>text generation<\/td>\n<td>\u2014<\/td>\n<td><code>other<\/code><\/td>\n<td>\u2014<\/td>\n<\/tr>\n<tr>\n<td>2025-07-11<\/td>\n<td><a href=\"https:\/\/huggingface.co\/m-a-p\/CriticLeanGPT-Qwen2.5-14B-Instruct-SFT\">m-a-p\/CriticLeanGPT-Qwen2.5-14B-Instruct-SFT<\/a><\/td>\n<td>text generation<\/td>\n<td>14.8B<\/td>\n<td><code>other<\/code><\/td>\n<td>\u2014<\/td>\n<\/tr>\n<tr>\n<td>2025-07-11<\/td>\n<td><a href=\"https:\/\/huggingface.co\/m-a-p\/CriticLeanGPT-Qwen2.5-7B-Instruct-SFT\">m-a-p\/CriticLeanGPT-Qwen2.5-7B-Instruct-SFT<\/a><\/td>\n<td>text generation<\/td>\n<td>7.6B<\/td>\n<td><code>other<\/code><\/td>\n<td>\u2014<\/td>\n<\/tr>\n<tr>\n<td>2025-04-03<\/td>\n<td><a href=\"https:\/\/huggingface.co\/m-a-p\/Infinity-Instruct-3M-0625-Qwen2-7B-COIG-P\">m-a-p\/Infinity-Instruct-3M-0625-Qwen2-7B-COIG-P<\/a><\/td>\n<td>text generation<\/td>\n<td>7.6B<\/td>\n<td>\u2014<\/td>\n<td>\u2014<\/td>\n<\/tr>\n<tr>\n<td>2025-04-03<\/td>\n<td><a href=\"https:\/\/huggingface.co\/m-a-p\/Infinity-Instruct-3M-0625-Mistral-7B-COIG-P\">m-a-p\/Infinity-Instruct-3M-0625-Mistral-7B-COIG-P<\/a><\/td>\n<td>text generation<\/td>\n<td>7.2B<\/td>\n<td>\u2014<\/td>\n<td>\u2014<\/td>\n<\/tr>\n<tr>\n<td>2025-04-03<\/td>\n<td><a href=\"https:\/\/huggingface.co\/m-a-p\/Infinity-Instruct-3M-0625-Llama3-8B-COIG-P\">m-a-p\/Infinity-Instruct-3M-0625-Llama3-8B-COIG-P<\/a><\/td>\n<td>text generation<\/td>\n<td>8.0B<\/td>\n<td><code>apache-2.0<\/code><\/td>\n<td>\u2014<\/td>\n<\/tr>\n<tr>\n<td>2025-04-03<\/td>\n<td><a href=\"https:\/\/huggingface.co\/m-a-p\/Qwen2-Instruct-7B-COIG-P\">m-a-p\/Qwen2-Instruct-7B-COIG-P<\/a><\/td>\n<td>text generation<\/td>\n<td>7.6B<\/td>\n<td><code>apache-2.0<\/code><\/td>\n<td>\u2014<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p><em>From the Hugging Face API. Last changed 2026-09-26 (JST). Collected by code.<\/em><\/p>\n<h2>Licenses of Its Own Models (as recorded in our articles)<\/h2>\n<div class=\"lmw-table-scroll\" tabindex=\"0\" style=\"overflow-x:auto;-webkit-overflow-scrolling:touch;max-width:100%;\">\n<table style=\"width:max-content;min-width:100%;border-collapse:collapse;\">\n<thead>\n<tr>\n<th>License<\/th>\n<th>Commercial use<\/th>\n<th>Models<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><code>cc-by-nc-4.0<\/code><\/td>\n<td>Commercial use prohibited<\/td>\n<td>m-a-p\/YuE2-3B<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p><em>The license can differ from model to model even within one publisher. This is not legal advice; check each model&#8217;s license text before use.<\/em><\/p>\n<h2>By Model Family<\/h2>\n<div class=\"lmw-table-scroll\" tabindex=\"0\" style=\"overflow-x:auto;-webkit-overflow-scrolling:touch;max-width:100%;\">\n<p class=\"lmw-table-hint\" style=\"margin:0 0 4px;font-size:0.85em;opacity:0.7;\">\u2192 Scroll horizontally to see all columns<\/p>\n<table style=\"width:max-content;min-width:100%;border-collapse:collapse;\">\n<thead>\n<tr>\n<th>Family<\/th>\n<th>Own-model articles<\/th>\n<th>Derived-model articles<\/th>\n<th>Smallest VRAM tier<\/th>\n<th>Latest<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><a href=\"https:\/\/localmodelwatch.tsuchitsuchi.com\/en\/model-m-a-p-yue2-en\/\">YuE2<\/a><\/td>\n<td>1<\/td>\n<td>2<\/td>\n<td>12GB<\/td>\n<td>2026-09-15<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<h2>Articles on Its Own Models<\/h2>\n<div class=\"lmw-table-scroll\" tabindex=\"0\" style=\"overflow-x:auto;-webkit-overflow-scrolling:touch;max-width:100%;\">\n<table style=\"width:max-content;min-width:100%;border-collapse:collapse;\">\n<thead>\n<tr>\n<th>Published<\/th>\n<th>Model<\/th>\n<th>Type<\/th>\n<th>Article<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>2026-09-10<\/td>\n<td>m-a-p\/YuE2-3B<\/td>\n<td>Image, Video and Audio<\/td>\n<td><a href=\"https:\/\/localmodelwatch.tsuchitsuchi.com\/en\/2026\/09\/10\/yue2-3b-music-generation-model\/\">YuE2-3B Music Generation Model for Lyrics and Style: 12GB+ VRAM<\/a><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<h2>Fine-tunes and Builds by Others<\/h2>\n<div class=\"lmw-table-scroll\" tabindex=\"0\" style=\"overflow-x:auto;-webkit-overflow-scrolling:touch;max-width:100%;\">\n<table style=\"width:max-content;min-width:100%;border-collapse:collapse;\">\n<thead>\n<tr>\n<th>Published<\/th>\n<th>Model<\/th>\n<th>Base model<\/th>\n<th>Article<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>2026-09-15<\/td>\n<td>Mothersuperior\/yue2-mothersuperior-realaudio-tokenizer-v4<\/td>\n<td>m-a-p\/YuE2-3B<\/td>\n<td><a href=\"https:\/\/localmodelwatch.tsuchitsuchi.com\/en\/2026\/09\/15\/mothersuperior-yue2-realaudio-toolkit\/\">yue2-mothersuperior-realaudio-tokenizer-v4: 12GB+ VRAM, File List<\/a><\/td>\n<\/tr>\n<tr>\n<td>2026-09-13<\/td>\n<td>Comfy-Org\/YuE2<\/td>\n<td>m-a-p\/YuE2-3B<\/td>\n<td><a href=\"https:\/\/localmodelwatch.tsuchitsuchi.com\/en\/2026\/09\/13\/comfy-org-yue2-comfyui-release\/\">YuE2: 12GB+ VRAM, ComfyUI Paths<\/a><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p><em>Last updated 2026-09-26 (JST). The explanation at the top of this page was written with the help of AI from the primary sources it cites. The tables and lists under &#8220;Our Coverage and Data&#8221; are assembled by code from our article log and the Hugging Face API.<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>About M-A-P M-A-P (Multimodal Art Projection) is an open-source AI research community. According to its m-a-p organization on Hugging Face, its members work on a wide range of research, including pre-training of foundation models, large-scale data collection and processing, and applications to coding, reasoning and music creation, and the community is open to interested researchers. [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-4891","page","type-page","status-publish","hentry"],"lang":"en","translations":{"en":4891,"ja":4890},"_links":{"self":[{"href":"https:\/\/localmodelwatch.tsuchitsuchi.com\/en\/wp-json\/wp\/v2\/pages\/4891","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/localmodelwatch.tsuchitsuchi.com\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/localmodelwatch.tsuchitsuchi.com\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/localmodelwatch.tsuchitsuchi.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/localmodelwatch.tsuchitsuchi.com\/en\/wp-json\/wp\/v2\/comments?post=4891"}],"version-history":[{"count":1,"href":"https:\/\/localmodelwatch.tsuchitsuchi.com\/en\/wp-json\/wp\/v2\/pages\/4891\/revisions"}],"predecessor-version":[{"id":5691,"href":"https:\/\/localmodelwatch.tsuchitsuchi.com\/en\/wp-json\/wp\/v2\/pages\/4891\/revisions\/5691"}],"wp:attachment":[{"href":"https:\/\/localmodelwatch.tsuchitsuchi.com\/en\/wp-json\/wp\/v2\/media?parent=4891"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}