alt.freeweights.text / Laguna-XS-2.1-GGUF

From:

ggml-org <huggingface.co/ggml-org>Newsgroups: alt.freeweights.textSubject:

Laguna-XS-2.1-GGUF

Date: 2026-11-15Commit: 1c7823dSigned: 2DC28CC7B26A283B ✓

Text generation model. Gguf weights, 122 GB in all. Published by ggml-org under OpenMDW-1.1.

text

122GBLaguna-XS-2.1-GGUFggufcustom terms

FactsParamsnot statedSize122 GBFormatsggufTasktext generationLicenseOpenMDW-1.1From sourcecustom termsread terms

# custom terms: read the license before you download
$ fw get ggml-org/Laguna-XS-2.1-GGUF
# manifest sha256 3a75e55fdfe8… · 122 GB · 7 files
$ fw verify ./Laguna-XS-2.1-GGUF ggml-org/Laguna-XS-2.1-GGUF

From sourceHosted (signed)ggml-org/Laguna-XS-2.1-GGUFLast check: 2026-11-15 00:17 UTC

Run at home Get help

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

Quantized of Laguna-XS-2.1.

Works with

Run14 Convert1 Evaluate13 Scan12 Apps58

Runs with

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

Text Generation WebUI mistral.rs

Ollama

llama.cpp LocalAI

BitNet llamafile gpu-unlock KoboldCpp PocketPal AI llama-swap ik_llama.cpp

Show all 14

RamaLama Maid

Convert with

ggml

Evaluate with

Opik DeepEval Ragas lm-evaluation-harness OpenCompass SWE-bench

simple-evals TruLens HELM

LightEval

Evaluate Weave

Show all 13

Autoevals

Scan with

promptfoo garak Guardrails NeMo Guardrails Giskard DeepTeam AI Fairness 360 Fairlearn Detoxify MCP Scanner AgentDojo ModelScan

Overview Model card Files Use it License Provenance Model tree

Overview

Size: 122 GB
Weights: 19.6 GB (smallest of 3 GGUF variants)
Parameters: not stated
Formats: gguf
Task: text generation
License: OpenMDW-1.1 (custom)
Files: 7, each with a sha256
Publisher: ggml-org
Added: 2026-11-15
Section: alt.freeweights.text

Lineage

Original release from the publisher.

Base model: poolside/Laguna-XS-2.1

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

Badge	Host	Last check	Result
From source	huggingface.co	2026-11-15 00:17 UTC	passed

Model card

From the publisher at commit 1c7823d. Shown as plain text with links; images open at the publisher.

Laguna-XS-2.1#

Run it in the Llama app: https://llama.app

Or from the terminal:

llama serve -hf ggml-org/Laguna-XS-2.1-GGUF

Source models#

https://huggingface.co/poolside/Laguna-XS-2.1

Important. This model is automatically converted using https://github.com/ggml-org/convert

Files

7 files · 122 GBWeights 19.6 GB (smallest of 3 GGUF variants). Sizes and sha256 from the signed manifest.

Hide all 7 files with their sha256

File	Size	sha256
.gitattributes	1.70 KB	87aec3d604c97fd529840c82387c3b2272bac6623b0f9648a3520a2c6a2111a1
.src_sha	49 B	ac653351547d22bf8bb833f10c0130fac3220b84ae73535f4360c9178b898d11
Laguna-XS-2.1-BF16.gguf	66.9 GB	0c536144679b4436f3a355c8bfe37fc4297a2abc630eeb4bd5a6a297bce7e04c
Laguna-XS-2.1-Q4_K_M.gguf	19.6 GB	0a8301bc1b8509b27ed39ec86b98278c03341db6311c065326bd6629cd7304d6
Laguna-XS-2.1-Q8_0.gguf	35.6 GB	be1f746640a446a9c31e8ee5d1e677dd499aa9700dff1951ac88f819e38b7757
README.md	427 B	263de35b412fd4854487a17bded2d42c5e265a1f96df44b7060fd071ae878839
convert.log	325 KB	bd37519c2e144cfe8f02faffd83c14211b3d0bbfb125731a5ab425a485e4e234

VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.

Upstream commit	Date	Contents
1c7823dff2 pinned now	2026-11-15 00:17 UTC	7 files · 122 GB

Use it

# custom terms: read the license before you download
$ fw get ggml-org/Laguna-XS-2.1-GGUF
# manifest sha256 3a75e55fdfe8… · 122 GB · 7 files
$ fw verify ./Laguna-XS-2.1-GGUF ggml-org/Laguna-XS-2.1-GGUF

Terms that come with these files. OpenMDW 1.1: keep the agreement and the copyright notices with the files when you pass them on.

Custom license (custom). Read the license text first. Open this panel to show the commands once you accept its terms.

fw.pyChecks the signature and every sha256, tries each source in order, resumes.

$ python3 fw.py get https://freeweights.allternit.com/manifests/ggml-org/Laguna-XS-2.1-GGUF.json --dir ./Laguna-XS-2.1-GGUF
$ python3 fw.py verify ./Laguna-XS-2.1-GGUF ./ggml-org__Laguna-XS-2.1-GGUF.json

hfThe Hugging Face CLI with one setting. Same repo id.

$ HF_ENDPOINT=https://freeweights.allternit.com hf download ggml-org/Laguna-XS-2.1-GGUF --revision 1c7823dff255ab71b381a6c5082af8b07e70c150 --local-dir ./Laguna-XS-2.1-GGUF

llama.cppDownload one GGUF variant (Laguna-XS-2.1-Q4_K_M, 19.6 GB), then serve it.

$ HF_ENDPOINT=https://freeweights.allternit.com hf download ggml-org/Laguna-XS-2.1-GGUF --include "Laguna-XS-2.1-Q4_K_M*" --local-dir ./Laguna-XS-2.1-GGUF
$ llama-server -m ./Laguna-XS-2.1-GGUF/Laguna-XS-2.1-Q4_K_M.gguf

OllamaMake an Ollama model from the downloaded file.

$ printf 'FROM ./Laguna-XS-2.1-GGUF/Laguna-XS-2.1-Q4_K_M.gguf\n' > Modelfile
$ ollama create laguna-xs-2.1-gguf -f Modelfile

Run at home

License

Name: OpenMDW-1.1
Id: OpenMDW-1.1
Class: Custom terms
Redistribution: click-through
Listing: Hosted (signed)
Terms: OpenMDW 1.1: keep the agreement and the copyright notices with the files when you pass them on.
Decided: License as declared by the publisher. No person read it. 2026-11-15
Text in: README.md
Text sha256: 263de35b412fd4854487a17bded2d42c5e265a1f96df44b7060fd071ae878839
Terms gate: Yes. The commands stay folded until you open them after reading 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:

ggml-org <huggingface.co/ggml-org>Newsgroups: alt.freeweights.textSubject: Laguna-XS-2.1-GGUFDate: 2026-11-15Commit: 1c7823dSigned: 2DC28CC7B26A283B ✓

Upstream: ggml-org/Laguna-XS-2.1-GGUF
Pinned commit: 1c7823dff255ab71b381a6c5082af8b07e70c150
Manifest: Laguna-XS-2.1-GGUF.json · .minisig
Manifest sha256: 3a75e55fdfe8eb881660684caf6962d4eec2f95f6035ab2ab269e4d54367346c
Signature: minisign, Ed25519, key 2DC28CC7B26A283B
Created: 2026-11-15 00:17 UTC
Generator: freeweights-manifest/0.1.0
Takedowns: None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/ggml-org/Laguna-XS-2.1-GGUF.json
$ curl -O https://freeweights.allternit.com/manifests/ggml-org/Laguna-XS-2.1-GGUF.json.minisig
$ minisign -Vm Laguna-XS-2.1-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

poolside/Laguna-XS-2.1 · this model is a quantization of it

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

Get it

Read license, then download

$ HF_ENDPOINT=https://freeweights.allternit.com hf download ggml-org/Laguna-XS-2.1-GGUF

Open in Freeweights Studio

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

Signed manifest

minisign, key 2DC28CC7B26A283B. Laguna-XS-2.1-GGUF.json. Provenance. Takedown history: none.

Source

huggingface.co/ggml-org/Laguna-XS-2.1-GGUF

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