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alt.freeweights.gemma / gemma-2b-it-bnb-4bit
From: unsloth <huggingface.co/unsloth>Newsgroups: alt.freeweights.gemmaSubject:

gemma-2b-it-bnb-4bit

Date: 2026-11-15Commit: 3fbfee2Signed: 2DC28CC7B26A283B ✓

Text classification model with 2.6B parameters. Safetensors weights, 2.09 GB in all. Published by unsloth under Apache-2.0.

2.6B params2.09GBgemma-2b-it-bnb-4bitsafetensorspermissive
FactsParams2.6BSize2.09 GBFormatssafetensorsTasktext classificationLicenseApache-2.0From sourcepermissive
$ fw get unsloth/gemma-2b-it-bnb-4bit
# manifest sha256 1d5cf7accc41… · 2.09 GB · 9 files
$ fw verify ./gemma-2b-it-bnb-4bit unsloth/gemma-2b-it-bnb-4bit
From sourceHosted (signed)unsloth/gemma-2b-it-bnb-4bitLast check: 2026-11-15 03:27 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
2.09 GB
Weights
2.07 GB (safetensors)
Parameters
2.6B
Formats
safetensors
Task
text classification
License
Apache-2.0 (permissive)
Files
9, each with a sha256
Publisher
unsloth
Added
2026-11-15
Section
alt.freeweights.gemma
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 03:27 UTCpassed

Model card

From the publisher at commit 3fbfee2. Shown as plain text with links; images open at the publisher.

Finetune Mistral, Gemma, Llama 2-5x faster with 70% less memory via Unsloth!#

https://discord.gg/u54VK8m8tk https://ko-fi.com/unsloth https://github.com/unslothai/unsloth

✨ Finetune for Free#

All notebooks are beginner friendly! Add your dataset, click "Run All", and you'll get a 2x faster finetuned model which can be exported to GGUF, vLLM or uploaded to Hugging Face.

Unsloth supportsFree NotebooksPerformanceMemory use
Gemma 7b▶️ Start on Colab2.4x faster58% less
Mistral 7b▶️ Start on Colab2.2x faster62% less
Llama-2 7b▶️ Start on Colab2.2x faster43% less
TinyLlama▶️ Start on Colab3.9x faster74% less
CodeLlama 34b A100▶️ Start on Colab1.9x faster27% less
Mistral 7b 1xT4▶️ Start on Kaggle5x faster\*62% less
DPO - Zephyr▶️ Start on Colab1.9x faster19% less

Files

9 files · 2.09 GBWeights 2.07 GB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 9 files with their sha256
FileSizesha256
.gitattributes1.57 KB34448b82c17d60fec9b65b1f093c115ddbaadc04beb1b0140b6bfed2e012a930
README.md2.96 KBaf4b1c4e41b3a7d7ead05341ae9a4ce15fdda1b838d7ce998d08ef50127a5288
config.json1.21 KB23485ec915d7a4eab86d34e69229e2c5a8c1873642f41a5a38c1f377647bff8e
generation_config.json154 B4358ba9459393634465be72b3428013c0e946aef4c18f50f26f94443070d3f8a
model.safetensors2.07 GB5ab4726a30849a75383e744063e7392dfe32feedf0e551f7226f78c58ab9ff62
special_tokens_map.json636 Bbaec30ea10906f16adb8c18af7a34023002c1746542612b8b41c9f09e1351351
tokenizer.json17.5 MB7da53ca29fb16f6b2489482fc0bc6a394162cdab14d12764a1755ebc583fea79
tokenizer.model4.24 MB61a7b147390c64585d6c3543dd6fc636906c9af3865a5548f27f31aee1d4c8e2
tokenizer_config.json40.6 KB0807d35bd578032f64c7d0f9aeff6c75905dbc4fd6dbbc347bc3533747b81060
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
3fbfee2e9a pinned now2026-11-15 03:27 UTC9 files · 2.09 GB

Use it

$ fw get unsloth/gemma-2b-it-bnb-4bit
# manifest sha256 1d5cf7accc41… · 2.09 GB · 9 files
$ fw verify ./gemma-2b-it-bnb-4bit unsloth/gemma-2b-it-bnb-4bit
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/unsloth/gemma-2b-it-bnb-4bit.json --dir ./gemma-2b-it-bnb-4bit $ python3 fw.py verify ./gemma-2b-it-bnb-4bit ./unsloth__gemma-2b-it-bnb-4bit.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download unsloth/gemma-2b-it-bnb-4bit --revision 3fbfee2e9ac98e9ac58890011d74b0367fe3ecc0 --local-dir ./gemma-2b-it-bnb-4bit
Run at home

License

Name
Apache License 2.0
Id
Apache-2.0
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
af4b1c4e41b3a7d7ead05341ae9a4ce15fdda1b838d7ce998d08ef50127a5288
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: unsloth <huggingface.co/unsloth>Newsgroups: alt.freeweights.gemmaSubject: gemma-2b-it-bnb-4bitDate: 2026-11-15Commit: 3fbfee2Signed: 2DC28CC7B26A283B ✓
Upstream
unsloth/gemma-2b-it-bnb-4bit
Pinned commit
3fbfee2e9ac98e9ac58890011d74b0367fe3ecc0
Manifest
gemma-2b-it-bnb-4bit.json · .minisig
Manifest sha256
1d5cf7accc41a9a048b946e500d39c81aa39bb90006e5f68ba569ddbfcc07d58
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 03:27 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/unsloth/gemma-2b-it-bnb-4bit.json $ curl -O https://freeweights.allternit.com/manifests/unsloth/gemma-2b-it-bnb-4bit.json.minisig $ minisign -Vm gemma-2b-it-bnb-4bit.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

No related models in this catalog.Nothing here lists this model as its parent, and it names no parent.
Get it
Download
$ HF_ENDPOINT=https://freeweights.allternit.com hf download unsloth/gemma-2b-it-bnb-4bit
Open in Freeweights Studio

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

Signed manifest
minisign, key 2DC28CC7B26A283B. gemma-2b-it-bnb-4bit.json. Provenance. Takedown history: none.
Source
huggingface.co/unsloth/gemma-2b-it-bnb-4bit

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