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alt.freeweights.vision / mobilebert-finetuned-pos
From: mrm8488 <huggingface.co/mrm8488>Newsgroups: alt.freeweights.visionSubject:

mobilebert-finetuned-pos

Date: 2026-11-15Commit: 9377cdbSigned: 2DC28CC7B26A283B ✓

Token classification model with 25M parameters. Safetensors weights, 296 MB in all. Published by mrm8488 under MIT.

25M params296MBmobilebert-finetuned-possafetensorspermissive
FactsParams25MSize296 MBFormatssafetensorsTasktoken classificationLicenseMITFrom sourcepermissive
$ fw get mrm8488/mobilebert-finetuned-pos
# manifest sha256 8c8402345c36… · 296 MB · 11 files
$ fw verify ./mobilebert-finetuned-pos mrm8488/mobilebert-finetuned-pos
From sourceHosted (signed)mrm8488/mobilebert-finetuned-posLast check: 2026-11-15 02:49 UTC
Run at homeGet help

Get help: custom fine-tune or private deploy. We review your setup before we quote.

Works with

Run8Fine-tune7Convert8Scan2

Runs with

Ranked by fit to this model (safetensors), then by GitHub stars.

TransformersLocalAItinygradTriton Inference ServerBentoMLCTranslate2ExLlamaV2LitServe
OverviewModel cardFilesUse itLicenseProvenanceModel tree

Overview

Size
296 MB
Weights
98.5 MB (safetensors)
Parameters
25M
Formats
safetensors
Task
token classification
License
MIT (permissive)
Files
11, each with a sha256
Publisher
mrm8488
Added
2026-11-15
Section
alt.freeweights.vision
Lineage

Original release from the publisher.

Where these bytes come from
Publisher at the pinned commit→You

Sources are tried in order. A file counts only when its size and sha256 match the manifest. Sources are checked when you ask for them, not on a timer.

Sources
BadgeHostLast checkResult
From sourcehuggingface.co2026-11-15 02:49 UTCpassed

Model card

No model card stored here.No README was stored for this model. Read the publisher's page: https://huggingface.co/mrm8488/mobilebert-finetuned-pos

Files

11 files · 296 MBWeights 98.5 MB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 11 files with their sha256
FileSizesha256
.gitattributes399 Ba368a21c472071feec9095f63d5f7d3433826c1c476a6995f072b6755ccc6f59
README.md60 B4ec778ca99eb1b6535a521c4a08ecbfab447c33948df8db3e3fd4513540823b3
config.json1.84 KBf71282d7f8552a119f48f85b542e169a7d62e131a6e68716072b93412ad43391
eval_results.txt143 B9b757dfe76a9d6ac97d2fa7e670fdbf08feba66f391adb7ddaabf2a2dac77128
model.safetensors98.5 MB30b8aba6706bba177588e3163180bfa5cb90d4dfab8b686ae531cc30e15e45be
pytorch_model.bin98.7 MB7cc337dc38076d5a680b9ffb6579b6727d334b949fe242672609604dfcaf8271
rust_model.ot98.8 MB30d7c326288068c3d252342a7572b3152638134a51d51e6a27b0e7c240f8d646
special_tokens_map.json112 B303df45a03609e4ead04bc3dc1536d0ab19b5358db685b6f3da123d05ec200e3
tokenizer_config.json62 B359fdd360be3de14228b56e2ca9c6c940ff0b1a3dc88a5bf32bdeeb21ec7be9c
training_args.bin1.20 KB5bc01b7a9373e92be2f363859b2dcc2a0f4b6d264603bb14ba1ed60ec4a7962d
vocab.txt232 KB07eced375cec144d27c900241f3e339478dec958f92fddbc551f295c992038a3
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
9377cdbf75 pinned now2026-11-15 02:49 UTC11 files · 296 MB

Use it

$ fw get mrm8488/mobilebert-finetuned-pos
# manifest sha256 8c8402345c36… · 296 MB · 11 files
$ fw verify ./mobilebert-finetuned-pos mrm8488/mobilebert-finetuned-pos
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/mrm8488/mobilebert-finetuned-pos.json --dir ./mobilebert-finetuned-pos $ python3 fw.py verify ./mobilebert-finetuned-pos ./mrm8488__mobilebert-finetuned-pos.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download mrm8488/mobilebert-finetuned-pos --revision 9377cdbf755208f8781553fb74e7d68cbfc4763a --local-dir ./mobilebert-finetuned-pos
Run at home

License

Name
MIT License
Id
MIT
Class
Permissive
Redistribution
yes
Listing
Hosted (signed)
Decided
License as declared by the publisher. No person read it. 2026-11-15
Text in
README.md
Text sha256
4ec778ca99eb1b6535a521c4a08ecbfab447c33948df8db3e3fd4513540823b3
Terms gate
No extra terms beyond the license.

Read the license text

Licenses are checked against the license table. A custom license passes only after a person reads it.

Provenance

From: mrm8488 <huggingface.co/mrm8488>Newsgroups: alt.freeweights.visionSubject: mobilebert-finetuned-posDate: 2026-11-15Commit: 9377cdbSigned: 2DC28CC7B26A283B ✓
Upstream
mrm8488/mobilebert-finetuned-pos
Pinned commit
9377cdbf755208f8781553fb74e7d68cbfc4763a
Manifest
mobilebert-finetuned-pos.json · .minisig
Manifest sha256
8c8402345c36bd549329f1bd24bd83b788487b9f8b2549553255453f54bf30c1
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 02:49 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/mrm8488/mobilebert-finetuned-pos.json $ curl -O https://freeweights.allternit.com/manifests/mrm8488/mobilebert-finetuned-pos.json.minisig $ minisign -Vm mobilebert-finetuned-pos.json -P RWQ7KGqyx4zCLXtUFOqvfv8L3g+8fpKJ1FsuxPyOYMF+4KufbUxKq1Oq $ shasum -a 256 <file> # compare with the Files tab

A manifest whose signature fails must be rejected. A file whose size or sha256 does not match must be discarded. Verify a download

Model tree

1 model in the catalog name this one as their parent.

Quantizations
1
Quantizations 1
Get it
Download
$ HF_ENDPOINT=https://freeweights.allternit.com hf download mrm8488/mobilebert-finetuned-pos
Open in Freeweights Studio

Pull, verify and run it in the Allternit app on Desktop, web or phone.

Signed manifest
minisign, key 2DC28CC7B26A283B. mobilebert-finetuned-pos.json. Provenance. Takedown history: none.
Source
huggingface.co/mrm8488/mobilebert-finetuned-pos

Variants

1 quantized or adapter build of mobilebert-finetuned-pos. Each has its own license check and page.

SubjectSizeParamsLicenseDate
mobilebert-finetuned-pos-ONNXHosted (signed) From: onnx-community in alt.freeweights.vision240 MB—Permissive2026-11-15

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