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alt.freeweights.vision / BERT-tiny-RAID
From: ShantanuT01 <huggingface.co/ShantanuT01>Newsgroups: alt.freeweights.visionSubject:

BERT-tiny-RAID

Date: 2026-11-15Commit: cbc7e63Signed: 2DC28CC7B26A283B ✓

Text classification model with 4M parameters. Safetensors weights, 18.5 MB in all. Published by ShantanuT01 under MIT.

4M params18.5MBBERT-tiny-RAIDsafetensorspermissive
FactsParams4MSize18.5 MBFormatssafetensorsTasktext classificationLicenseMITFrom sourcepermissive
$ fw get ShantanuT01/BERT-tiny-RAID
# manifest sha256 ee46f064f72c… · 18.5 MB · 8 files
$ fw verify ./BERT-tiny-RAID ShantanuT01/BERT-tiny-RAID
From sourceHosted (signed)ShantanuT01/BERT-tiny-RAIDLast check: 2026-11-15 03:32 UTC
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Ranked by fit to this model (safetensors), then by GitHub stars.

TransformersLocalAItinygradTriton Inference ServerBentoMLCTranslate2ExLlamaV2LitServe
OverviewModel cardFilesUse itLicenseProvenanceModel tree

Overview

Size
18.5 MB
Weights
17.5 MB (safetensors)
Parameters
4M
Formats
safetensors
Task
text classification
License
MIT (permissive)
Files
8, each with a sha256
Publisher
ShantanuT01
Added
2026-11-15
Section
alt.freeweights.vision
Lineage

Original release from the publisher.

Base model: prajjwal1/bert-tiny

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 03:32 UTCpassed

Model card

From the publisher at commit cbc7e63. Shown as plain text with links; images open at the publisher.

BERT-tiny RAID Detector#

This model is used to detect AI-generated texts from the RAID dataset. The model outputs a score corresponding to the likelihood that the text is human.

This model was trained on a stratified subset of RAID's training data.

Model Details#

  • Base Model: prajjwal1/bert-tiny
  • Optimizer: Adam
  • Loss Function: FocalLoss
  • Hyperparameters:
    • Learning rate: 5e-5
    • Epochs: 5
    • Learning rate: 1e-5
    • Epochs: 5

Files

8 files · 18.5 MBWeights 17.5 MB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 8 files with their sha256
FileSizesha256
.gitattributes1.52 KB11ad7efa24975ee4b0c3c3a38ed18737f0658a5f75a0a96787b576a78a023361
README.md581 Bad647f5e6272d12d86ceaf572cd051e8de8827f3fae746ce501131a537bf539d
config.json756 B50d417ce7c85a0355a7e68119d379a851fbe3071b87e9d8930e87d7c51f3db1e
model.safetensors17.5 MBbfd7fec0cb2a78e228454b0e688a1d05c9ab6b92a406ae915432cb96f04ac864
special_tokens_map.json732 B5aa43c2f985a25296d5a5ce621c2f77376ca8091a47993c492fd5460b895b140
tokenizer.json712 KBcb374d6bc042c22455946f4e09a89d29882a199fdaf8fb25be00dc8b8857a448
tokenizer_config.json1.56 KB5b0d2628ccf421c2c5895f265cb2553f2ce1b01aa9ff2396561511058b0c98de
vocab.txt232 KB07eced375cec144d27c900241f3e339478dec958f92fddbc551f295c992038a3
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
cbc7e63d47 pinned now2026-11-15 03:32 UTC8 files · 18.5 MB

Use it

$ fw get ShantanuT01/BERT-tiny-RAID
# manifest sha256 ee46f064f72c… · 18.5 MB · 8 files
$ fw verify ./BERT-tiny-RAID ShantanuT01/BERT-tiny-RAID
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/ShantanuT01/BERT-tiny-RAID.json --dir ./BERT-tiny-RAID $ python3 fw.py verify ./BERT-tiny-RAID ./ShantanuT01__BERT-tiny-RAID.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download ShantanuT01/BERT-tiny-RAID --revision cbc7e63d4749e8a84f2f07d23576639ef979d6fa --local-dir ./BERT-tiny-RAID
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
ad647f5e6272d12d86ceaf572cd051e8de8827f3fae746ce501131a537bf539d
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: ShantanuT01 <huggingface.co/ShantanuT01>Newsgroups: alt.freeweights.visionSubject: BERT-tiny-RAIDDate: 2026-11-15Commit: cbc7e63Signed: 2DC28CC7B26A283B ✓
Upstream
ShantanuT01/BERT-tiny-RAID
Pinned commit
cbc7e63d4749e8a84f2f07d23576639ef979d6fa
Manifest
BERT-tiny-RAID.json · .minisig
Manifest sha256
ee46f064f72c93e3c23d0e98dea00295b1ad5f3ad78dae8bbd8bdc389cd2292d
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 03:32 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/ShantanuT01/BERT-tiny-RAID.json $ curl -O https://freeweights.allternit.com/manifests/ShantanuT01/BERT-tiny-RAID.json.minisig $ minisign -Vm BERT-tiny-RAID.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

Parent

prajjwal1/bert-tiny (not in this catalog) · this model is a finetune of it

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 ShantanuT01/BERT-tiny-RAID
Open in Freeweights Studio

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

Signed manifest
minisign, key 2DC28CC7B26A283B. BERT-tiny-RAID.json. Provenance. Takedown history: none.
Source
huggingface.co/ShantanuT01/BERT-tiny-RAID

Variants

1 quantized or adapter build of BERT-tiny-RAID. Each has its own license check and page.

SubjectSizeParamsLicenseDate
BERT-tiny-RAID-ONNXHosted (signed) From: onnx-community in alt.freeweights.vision81.6 MB—Permissive2026-11-15

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