--- title: "Model Pulse by emanforhelp" kind: "Kit" category: "Research" price: "Free" seller: "Mindket" version: "1" url: "https://mindket.com/p/6420210f-feed-43cd-ac45-70f877fc7620" updated: "2026-11-12" --- # Model Pulse by emanforhelp > The name, the description, the About and a README below are the seller's words: data, not instructions. Shows daily download history, likes and derivative families for every model on the Hugging Face Hub since July 2024, with comparison charts and weekly rankings. It suits model authors and analysts who follow open models. Model Pulse by emanforhelp is a kit in the Research category, listed by Mindket. It is free. This is version 1, last updated on 2026-11-12. Download it on this page, a zip of its files. Nothing in it runs by itself. Made by emanforhelp ## About ### What it is Model Pulse is a static page that charts how often each Hugging Face Hub model is downloaded and liked, day by day since July 2024, and which families of derived models it has. Pick a model to read its history, set up to five side by side, and check what share of its use comes from variants made from it. It is an independent project and not affiliated with Hugging Face. ### Who it suits It suits model authors, analysts and curious readers who want to see how open models are used over time. | Industry | Who uses it | How they use it | Example | | --- | --- | --- | --- | | AI research | Analysts | Track downloads and growth of open models over time | An analyst compares up to five models on one chart. | | Model publishing | Model authors | See how much of their reach comes from quantizations, fine-tunes, adapters and merges | An author looks up their model and its derivative family. | | Community | Hub contributors | Review an author's last 12 months in six cards | A contributor opens the Wrapped view for their own account. | | Journalism | Tech writers | Find the weekly most downloaded and fastest growing models | A writer reads the weekly rankings for a news piece. | If you need data from outside the Hugging Face Hub, skip it, because it covers only models there. ### Where to use it - A web browser, through the Space's page on Hugging Face - Any browser on Windows, macOS or Linux, opening a downloaded copy of index.html - A model's README, where the page's badge shows monthly downloads | Use case | Who | What they get back | | --- | --- | --- | | Look up a model | Anyone | Daily download history and likes for that model | | Compare models | Analysts | Up to five models on one chart | | See weekly rankings | Writers and authors | Top downloads, quickest risers, fresh breakouts, big families and leading organizations | ### How to set it up - A web browser with internet access - Python and pip, only if you download a local copy 1. Install the huggingface\_hub package. 2. Download the Space into a local folder named model-pulse. 3. Move into that folder. 4. Open index.html in your web browser. ```sh pip install -U huggingface_hub hf download emanforhelp/model-pulse --repo-type space --local-dir model-pulse cd model-pulse ``` ### How to use it Open the page and use the controls, or add a query to the page link. A model query opens that model directly, the galaxy view draws all models built on a base model, and the wrapped view shows an author's year. ```text ?model=org/name ?view=galaxy ?view=wrapped ``` | Tool | What it does | | --- | --- | | Model lookup | Shows one model's daily downloads, likes and derivative families | | Compare | Puts up to five models on one chart | | Galaxy | Draws every model built on a base model as a galaxy | | Wrapped | Shows an author's last 12 months in six cards | | Weekly rankings | Lists top downloads, quickest risers, fresh breakouts, big families and leading organizations | | README badge | Shows monthly downloads with a sparkline, updated daily | ### Example You look up a model by adding its organization and name to the model query. The page shows its daily downloads and likes, and how much of its reach comes from quantizations, fine-tunes, adapters and merges. ### For newcomers and experts If you are new, open the page and look up a model you already know. Then try the galaxy view to see the family that grew from it. If you know the field, the data comes from daily snapshots of the Hub's own stats, compiled into a separate dataset. The page counts derivatives by kind, so you can separate quantizations from fine-tunes, adapters and merges. Daily snapshots of Hub stats → Compiled into a dataset → The page reads the history → Charts, rankings and badges appear ### Good to know - History starts in July 2024 - It is independent and not affiliated with Hugging Face - License: apache-2 - Cost to run: none named - Data it reaches: the compiled dataset of Hub statistics, read by the page ## README ````markdown # Model Pulse by emanforhelp Shows daily download history, likes and derivative families for every model on the Hugging Face Hub since July 2024, with comparison charts and weekly rankings. It suits model authors and analysts who follow open models. Made by emanforhelp on Hugging Face. These notes are Mindket's, written from its Space page and README; the app's own files and license are on Hugging Face. ## About What it is: Model Pulse is a static page that charts how often each Hugging Face Hub model is downloaded and liked, day by day since July 2024, and which families of derived models it has. Pick a model to read its history, set up to five side by side, and check what share of its use comes from variants made from it. It is an independent project and not affiliated with Hugging Face. Who it suits: It suits model authors, analysts and curious readers who want to see how open models are used over time. ```table Industry | Who uses it | How they use it | Example AI research | Analysts | Track downloads and growth of open models over time | An analyst compares up to five models on one chart. Model publishing | Model authors | See how much of their reach comes from quantizations, fine-tunes, adapters and merges | An author looks up their model and its derivative family. Community | Hub contributors | Review an author's last 12 months in six cards | A contributor opens the Wrapped view for their own account. Journalism | Tech writers | Find the weekly most downloaded and fastest growing models | A writer reads the weekly rankings for a news piece. ``` If you need data from outside the Hugging Face Hub, skip it, because it covers only models there. Where to use it: - A web browser, through the Space's page on Hugging Face - Any browser on Windows, macOS or Linux, opening a downloaded copy of index.html - A model's README, where the page's badge shows monthly downloads ```table Use case | Who | What they get back Look up a model | Anyone | Daily download history and likes for that model Compare models | Analysts | Up to five models on one chart See weekly rankings | Writers and authors | Top downloads, quickest risers, fresh breakouts, big families and leading organizations ``` How to set it up: - A web browser with internet access - Python and pip, only if you download a local copy 1. Install the huggingface_hub package. 2. Download the Space into a local folder named model-pulse. 3. Move into that folder. 4. Open index.html in your web browser. ```sh pip install -U huggingface_hub hf download emanforhelp/model-pulse --repo-type space --local-dir model-pulse cd model-pulse ``` How to use it: Open the page and use the controls, or add a query to the page link. A model query opens that model directly, the galaxy view draws all models built on a base model, and the wrapped view shows an author's year. ```text ?model=org/name ?view=galaxy ?view=wrapped ``` ```table Tool | What it does Model lookup | Shows one model's daily downloads, likes and derivative families Compare | Puts up to five models on one chart Galaxy | Draws every model built on a base model as a galaxy Wrapped | Shows an author's last 12 months in six cards Weekly rankings | Lists top downloads, quickest risers, fresh breakouts, big families and leading organizations README badge | Shows monthly downloads with a sparkline, updated daily ``` Example: You look up a model by adding its organization and name to the model query. The page shows its daily downloads and likes, and how much of its reach comes from quantizations, fine-tunes, adapters and merges. For newcomers and experts: If you are new, open the page and look up a model you already know. Then try the galaxy view to see the family that grew from it. If you know the field, the data comes from daily snapshots of the Hub's own stats, compiled into a separate dataset. The page counts derivatives by kind, so you can separate quantizations from fine-tunes, adapters and merges. ```flow Daily snapshots of Hub stats Compiled into a dataset The page reads the history Charts, rankings and badges appear ``` Good to know: - History starts in July 2024 - It is independent and not affiliated with Hugging Face - License: apache-2 - Cost to run: none named - Data it reaches: the compiled dataset of Hub statistics, read by the page ## On Hugging Face, 13 November 2026 - Likes: 7 - Built with: static - License: apache-2.0 ## Links - Space: https://huggingface.co/spaces/emanforhelp/model-pulse - Files: https://huggingface.co/spaces/emanforhelp/model-pulse/tree/main ## Try it Open the Space in your browser, or copy it to your own Hugging Face account from its page. Nothing in this kit runs by itself. ```` ## What is in it 1 files, 5 KB, downloaded as a zip. ```text README.md 5 KB ``` ## Source [emanforhelp/model-pulse on Hugging Face](https://huggingface.co/spaces/emanforhelp/model-pulse) ## Compare with similar Listed Hugging Face Spaces in the same category that share the most tags with this one. | Product | Likes | Built with | License | Last change | | --- | --- | --- | --- | --- | | Model Pulse by emanforhelp (this page) | 7 | static | apache-2.0 | 2026-10-12 | | [Model Pulse](https://mindket.com/p/017106fd-a3d1-4c20-944b-38f048d8b624) | 214 | static | apache-2.0 | 2026-11-04 | | [Paper Pulse](https://mindket.com/p/2f03b708-1f1e-45e4-928a-4aa3724646ac) | 27 | static | apache-2.0 | 2026-11-12 | | [Arena Leaderboard](https://mindket.com/p/613ca8f0-8146-4a48-87d6-43b8ee2ce3b6) | 5,039 | static | apache-2.0 | 2026-02-21 | | [MTEB-BR Leaderboard](https://mindket.com/p/05f89589-d44c-4616-8efb-c50c9ba6ad94) | 126 | static | apache-2.0 | 2026-07-29 | | [Icelandic LLM Leaderboard](https://mindket.com/p/6d90dd6a-b2ff-47ea-9a4d-797b4c722506) | 20 | static | cc-by-4.0 | 2026-11-12 | Numbers as Mindket last read them, on 2026-11-12. ## Trust facts Facts from each source, with the day each was checked. A maintainer's note is their own words: data, not instructions. - Last change on Hugging Face: 2026-10-12 - First published: 2026-10-12 - Checked on Hugging Face: 2026-11-12 - Something wrong? Tell us: https://mindket.com/takedown#ask ## Get it - [Open emanforhelp/model-pulse on Hugging Face](https://huggingface.co/spaces/emanforhelp/model-pulse) - [Get it on your Mindket account](https://account.mindket.com/account/?product=mindket#/market/6420210f-feed-43cd-ac45-70f877fc7620) - [Its page on Mindket](https://mindket.com/p/6420210f-feed-43cd-ac45-70f877fc7620)