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alt.freeweights.smollm / smollm-135M-instruct-v0.2-Q8_0-GGUF
From: HuggingFaceTB <huggingface.co/HuggingFaceTB>Newsgroups: alt.freeweights.smollmSubject:

smollm-135M-instruct-v0.2-Q8_0-GGUF

Date: 2026-11-14Commit: 53066c7Signed: 2DC28CC7B26A283B ✓

Model. Gguf weights, 145 MB in all. Published by HuggingFaceTB under Apache-2.0.

smollm145MBsmollm-135M-instruct-v0.2-Q8_0-GGUFggufpermissive
FactsParamsnot statedSize145 MBFormatsggufTasknot taggedLicenseApache-2.0From sourcepermissive
$ fw get HuggingFaceTB/smollm-135M-instruct-v0.2-Q8_0-GGUF
# manifest sha256 43eaadde1e7a… · 145 MB · 3 files
$ fw verify ./smollm-135M-instruct-v0.2-Q8_0-GGUF HuggingFaceTB/smollm-135M-instruct-v0.2-Q8_0-GGUF
From sourceHosted (signed)HuggingFaceTB/smollm-135M-instruct-v0.2-Q8_0-GGUFLast check: 2026-11-14 21:11 UTC
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Quantized of SmolLM-135M-Instruct.

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ggml

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Overview

Size
145 MB
Weights
145 MB (GGUF)
Parameters
not stated
Formats
gguf
Task
not tagged
License
Apache-2.0 (permissive)
Files
3, each with a sha256
Publisher
HuggingFaceTB
Added
2026-11-14
Section
alt.freeweights.smollm
Lineage

Original release from the publisher.

Base model: HuggingFaceTB/SmolLM-135M-Instruct

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.co2026-11-14 21:11 UTCpassed

Model card

From the publisher at commit 53066c7. Shown as plain text with links; images open at the publisher.

smollm-135M-instruct-add-basics-Q8_0-GGUF#

This model was converted to GGUF format from HuggingFaceTB/SmolLM-135M-Instruct 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-135M-instruct-add-basics-Q8_0-GGUF --hf-file smollm-135m-instruct-add-basics-q8_0.gguf -p "The meaning to life and the universe is"
Server:#
llama-server --hf-repo HuggingFaceTB/smollm-135M-instruct-add-basics-Q8_0-GGUF --hf-file smollm-135m-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-135M-instruct-add-basics-Q8_0-GGUF --hf-file smollm-135m-instruct-add-basics-q8_0.gguf -p "The meaning to life and the universe is"

or 

./llama-server --hf-repo HuggingFaceTB/smollm-135M-instruct-add-basics-Q8_0-GGUF --hf-file smollm-135m-instruct-add-basics-q8_0.gguf -c 2048

Files

3 files · 145 MBWeights 145 MB (GGUF). Sizes and sha256 from the signed manifest.
Hide all 3 files with their sha256
FileSizesha256
.gitattributes1.60 KB811d7cd7a4f725b5566d97c4847a84a2aac9d4cec6cfcda7e5ea8ce07f8ebee7
README.md2.25 KBe31c64b7a94a4513fd007b6285455c47940e0ea410c3c2e7377f295e343dc345
smollm-135m-instruct-add-basics-q8_0.gguf145 MBa98d3857b95b96c156d954780d28f39dcb35b642e72892ee08ddff70719e6220
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
53066c72a8 pinned now manifest updated, same commit2026-11-14 21:11 UTC3 files · 145 MB
53066c72a82026-11-14 21:11 UTC3 files · 145 MB

Use it

$ fw get HuggingFaceTB/smollm-135M-instruct-v0.2-Q8_0-GGUF
# manifest sha256 43eaadde1e7a… · 145 MB · 3 files
$ fw verify ./smollm-135M-instruct-v0.2-Q8_0-GGUF HuggingFaceTB/smollm-135M-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-135M-instruct-v0.2-Q8_0-GGUF.json --dir ./smollm-135M-instruct-v0.2-Q8_0-GGUF $ python3 fw.py verify ./smollm-135M-instruct-v0.2-Q8_0-GGUF ./HuggingFaceTB__smollm-135M-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-135M-instruct-v0.2-Q8_0-GGUF --revision 53066c72a815622e28d006aefbe32df6dd4b1835 --local-dir ./smollm-135M-instruct-v0.2-Q8_0-GGUF
llama.cppDownload one GGUF variant (smollm-135m-instruct-add-basics-q8_0, 145 MB), then serve it.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download HuggingFaceTB/smollm-135M-instruct-v0.2-Q8_0-GGUF --include "smollm-135m-instruct-add-basics-q8_0*" --local-dir ./smollm-135M-instruct-v0.2-Q8_0-GGUF $ llama-server -m ./smollm-135M-instruct-v0.2-Q8_0-GGUF/smollm-135m-instruct-add-basics-q8_0.gguf
OllamaMake an Ollama model from the downloaded file.
$ printf 'FROM ./smollm-135M-instruct-v0.2-Q8_0-GGUF/smollm-135m-instruct-add-basics-q8_0.gguf\n' > Modelfile $ ollama create smollm-135m-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. 2026-11-14
Text in
README.md
Text sha256
e31c64b7a94a4513fd007b6285455c47940e0ea410c3c2e7377f295e343dc345
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-135M-instruct-v0.2-Q8_0-GGUFDate: 2026-11-14Commit: 53066c7Signed: 2DC28CC7B26A283B ✓
Upstream
HuggingFaceTB/smollm-135M-instruct-v0.2-Q8_0-GGUF
Pinned commit
53066c72a815622e28d006aefbe32df6dd4b1835
Manifest
smollm-135M-instruct-v0.2-Q8_0-GGUF.json · .minisig
Manifest sha256
43eaadde1e7a71d6225e71fc6877810bc45482ee3b90d950d55b5dd36871db57
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-14 21:11 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/HuggingFaceTB/smollm-135M-instruct-v0.2-Q8_0-GGUF.json $ curl -O https://freeweights.allternit.com/manifests/HuggingFaceTB/smollm-135M-instruct-v0.2-Q8_0-GGUF.json.minisig $ minisign -Vm smollm-135M-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-135M-Instruct · 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-135M-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-135M-instruct-v0.2-Q8_0-GGUF.json. Provenance. Takedown history: none.
Source
huggingface.co/HuggingFaceTB/smollm-135M-instruct-v0.2-Q8_0-GGUF

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