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alt.freeweights.smollm / smollm-360M-instruct-v0.2-Q8_0-GGUF
From: HuggingFaceTB <huggingface.co/HuggingFaceTB>Newsgroups: alt.freeweights.smollmSubject:

smollm-360M-instruct-v0.2-Q8_0-GGUF

Date: 2026-11-15Commit: ac681f0Signed: 2DC28CC7B26A283B ✓

Model. Gguf weights, 386 MB in all. Published by HuggingFaceTB under Apache-2.0.

smollm386MBsmollm-360M-instruct-v0.2-Q8_0-GGUFggufpermissive
FactsParamsnot statedSize386 MBFormatsggufTasknot taggedLicenseApache-2.0From sourcepermissive
$ fw get HuggingFaceTB/smollm-360M-instruct-v0.2-Q8_0-GGUF
# manifest sha256 02651244db91… · 386 MB · 3 files
$ fw verify ./smollm-360M-instruct-v0.2-Q8_0-GGUF HuggingFaceTB/smollm-360M-instruct-v0.2-Q8_0-GGUF
From sourceHosted (signed)HuggingFaceTB/smollm-360M-instruct-v0.2-Q8_0-GGUFLast check: 2026-11-15 05:11 UTC
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Quantized of smollm-360M-instruct-add-basics.

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ggml

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Overview

Size
386 MB
Weights
386 MB (GGUF)
Parameters
not stated
Formats
gguf
Task
not tagged
License
Apache-2.0 (permissive)
Files
3, each with a sha256
Publisher
HuggingFaceTB
Added
2026-11-15
Section
alt.freeweights.smollm
Lineage

Original release from the publisher.

Base model: HuggingFaceTB/smollm-360M-instruct-add-basics

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 05:11 UTCpassed

Model card

From the publisher at commit ac681f0. Shown as plain text with links; images open at the publisher.

smollm-360M-instruct-add-basics-Q8_0-GGUF#

This model was converted to GGUF format from HuggingFaceTB/smollm-360M-instruct-add-basics using llama.cpp via the ggml.ai's GGUF-my-repo space. Refer to the original model card for more details on the model.

Use with llama.cpp#

Install llama.cpp through brew (works on Mac and Linux)

brew install llama.cpp

Invoke the llama.cpp server or the CLI.

CLI:#
llama-cli --hf-repo HuggingFaceTB/smollm-360M-instruct-add-basics-Q8_0-GGUF --hf-file smollm-360m-instruct-add-basics-q8_0.gguf -p "The meaning to life and the universe is"
Server:#
llama-server --hf-repo HuggingFaceTB/smollm-360M-instruct-add-basics-Q8_0-GGUF --hf-file smollm-360m-instruct-add-basics-q8_0.gguf -c 2048

Note: You can also use this checkpoint directly through the usage steps listed in the Llama.cpp repo as well.

Step 1: Clone llama.cpp from GitHub.

git clone https://github.com/ggerganov/llama.cpp

Step 2: Move into the llama.cpp folder and build it with LLAMA_CURL=1 flag along with other hardware-specific flags (for ex: LLAMA_CUDA=1 for Nvidia GPUs on Linux).

cd llama.cpp && LLAMA_CURL=1 make

Step 3: Run inference through the main binary.

./llama-cli --hf-repo HuggingFaceTB/smollm-360M-instruct-add-basics-Q8_0-GGUF --hf-file smollm-360m-instruct-add-basics-q8_0.gguf -p "The meaning to life and the universe is"

or 

./llama-server --hf-repo HuggingFaceTB/smollm-360M-instruct-add-basics-Q8_0-GGUF --hf-file smollm-360m-instruct-add-basics-q8_0.gguf -c 2048

Files

3 files · 386 MBWeights 386 MB (GGUF). Sizes and sha256 from the signed manifest.
Hide all 3 files with their sha256
FileSizesha256
.gitattributes1.60 KBbb352e223a03c230b24cce2640203428c8dc946a314316c496b614785b209aa5
README.md2.30 KBc94392ef0efb24056c838646d6b8aa6006daae1fd5cf0a93e153759f6714c9c7
smollm-360m-instruct-add-basics-q8_0.gguf386 MBb5a2e94a0be8c047bccc3f52bc2f27b79b0dbc688ef3102de54fa6a33b20198c
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
ac681f051b pinned now2026-11-15 05:11 UTC3 files · 386 MB

Use it

$ fw get HuggingFaceTB/smollm-360M-instruct-v0.2-Q8_0-GGUF
# manifest sha256 02651244db91… · 386 MB · 3 files
$ fw verify ./smollm-360M-instruct-v0.2-Q8_0-GGUF HuggingFaceTB/smollm-360M-instruct-v0.2-Q8_0-GGUF
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/HuggingFaceTB/smollm-360M-instruct-v0.2-Q8_0-GGUF.json --dir ./smollm-360M-instruct-v0.2-Q8_0-GGUF $ python3 fw.py verify ./smollm-360M-instruct-v0.2-Q8_0-GGUF ./HuggingFaceTB__smollm-360M-instruct-v0.2-Q8_0-GGUF.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download HuggingFaceTB/smollm-360M-instruct-v0.2-Q8_0-GGUF --revision ac681f051bd393dc26c5bdacd277c03a7ca5d5d2 --local-dir ./smollm-360M-instruct-v0.2-Q8_0-GGUF
llama.cppDownload one GGUF variant (smollm-360m-instruct-add-basics-q8_0, 386 MB), then serve it.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download HuggingFaceTB/smollm-360M-instruct-v0.2-Q8_0-GGUF --include "smollm-360m-instruct-add-basics-q8_0*" --local-dir ./smollm-360M-instruct-v0.2-Q8_0-GGUF $ llama-server -m ./smollm-360M-instruct-v0.2-Q8_0-GGUF/smollm-360m-instruct-add-basics-q8_0.gguf
OllamaMake an Ollama model from the downloaded file.
$ printf 'FROM ./smollm-360M-instruct-v0.2-Q8_0-GGUF/smollm-360m-instruct-add-basics-q8_0.gguf\n' > Modelfile $ ollama create smollm-360m-instruct-v0.2-q8-0-gguf -f Modelfile
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
c94392ef0efb24056c838646d6b8aa6006daae1fd5cf0a93e153759f6714c9c7
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: HuggingFaceTB <huggingface.co/HuggingFaceTB>Newsgroups: alt.freeweights.smollmSubject: smollm-360M-instruct-v0.2-Q8_0-GGUFDate: 2026-11-15Commit: ac681f0Signed: 2DC28CC7B26A283B ✓
Upstream
HuggingFaceTB/smollm-360M-instruct-v0.2-Q8_0-GGUF
Pinned commit
ac681f051bd393dc26c5bdacd277c03a7ca5d5d2
Manifest
smollm-360M-instruct-v0.2-Q8_0-GGUF.json · .minisig
Manifest sha256
02651244db918359a59784884bf530aae58d3602e14660d2040b3c4635ca44ed
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 05:11 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/HuggingFaceTB/smollm-360M-instruct-v0.2-Q8_0-GGUF.json $ curl -O https://freeweights.allternit.com/manifests/HuggingFaceTB/smollm-360M-instruct-v0.2-Q8_0-GGUF.json.minisig $ minisign -Vm smollm-360M-instruct-v0.2-Q8_0-GGUF.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

HuggingFaceTB/smollm-360M-instruct-add-basics · this model is a quantization of it

No model in the catalog names this one as its parent.

Get it
Download
$ HF_ENDPOINT=https://freeweights.allternit.com hf download HuggingFaceTB/smollm-360M-instruct-v0.2-Q8_0-GGUF
Open in Freeweights Studio

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

Signed manifest
minisign, key 2DC28CC7B26A283B. smollm-360M-instruct-v0.2-Q8_0-GGUF.json. Provenance. Takedown history: none.
Source
huggingface.co/HuggingFaceTB/smollm-360M-instruct-v0.2-Q8_0-GGUF

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