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alt.freeweights.abliterated / Qwen3.8-Flash-Next-abliterated-GSQ-RCO-Strata-GGUF
From: alesha-pro <huggingface.co/alesha-pro>Newsgroups: alt.freeweights.abliteratedSubject:

Qwen3.8-Flash-Next-abliterated-GSQ-RCO-Strata-GGUF

Date: 2026-11-14Commit: d4af3beSigned: 2DC28CC7B26A283B ✓

Image text to text model. Gguf weights, 295 GB in all. Published by alesha-pro under Qwen-Community-1.0 (custom). Changed from the base model.

abliterated295GBQwen3.8-Flash-Next-abliterated-GSQ-RCO-Strata-GGUFggufcustom terms
FactsParamsnot statedSize295 GBFormatsggufTaskimage text to textLicenseQwen-Community-1.0 (custom)From sourcecustom termsread terms
# custom terms: read the license before you download
$ fw get alesha-pro/Qwen3.8-Flash-Next-abliterated-GSQ-RCO-Strata-GGUF
# manifest sha256 58f226b629df… · 295 GB · 18 files
$ fw verify ./Qwen3.8-Flash-Next-abliterated-GSQ-RCO-Strata-GGUF alesha-pro/Qwen3.8-Flash-Next-abliterated-GSQ-RCO-Strata-GGUF
From sourcealesha-pro/Qwen3.8-Flash-Next-abliterated-GSQ-RCO-Strata-GGUFLast check: 2026-11-14 15:35 UTC
Runs withllama.cppOllama
OverviewFilesUse itLicenseProvenance

Overview

Size
295 GB
Weights
484 KB (smallest of 5 GGUF variants)
Parameters
not stated
Formats
gguf
Task
image text to text
License
Qwen-Community-1.0 (custom) (custom)
Files
18, each with a sha256
Publisher
alesha-pro
Added
2026-11-14
Section
alt.freeweights.abliterated
Lineage

Changed from the base model. Weights are ISTA-DASLab's GSQ-RCO quants of Qwen3.8-Flash-Next, unchanged. Adds one 480 KB control vector, the refusal direction taken from huihui-ai's abliterated checkpoint, that the Strata engine subtracts at run time.

Base model: ISTA-DASLab/Qwen3.8-Flash-Next-GSQ-RCO-GGUF

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 15:35 UTCpassed

Files

18 files · 295 GBWeights 484 KB (smallest of 5 GGUF variants). Sizes and sha256 from the signed manifest.
Hide all 18 files with their sha256
FileSizesha256
.gitattributes2.43 KB70df9685bf109f36d0fb431e6b98f32199b42dd302f3622cfbbdbe2a071e9934
Huihui-Qwen3.8-Flash-Next-refusal-direction-r.gguf484 KB59f9ae8b4372107ae79044278a4406bdfe8f8861fe599aa5848515f0d072be38
IQ2_XS/Qwen3.8-Flash-Next-GSQ-RCO-IQ2_XS-00001-of-00002.gguf39.2 GB92cee27ae5bbadcd732416a0f7a7f0acc092399dbbe8f5a5efa707c2ec0a49d7
IQ2_XS/Qwen3.8-Flash-Next-GSQ-RCO-IQ2_XS-00002-of-00002.gguf28.8 GB316b46f3a2dbd68c900f43136ab9449f9dcc3725dfd8c794847c204bc161e113
IQ3_S/Qwen3.8-Flash-Next-GSQ-RCO-IQ3_S-00001-of-00002.gguf54.8 GB4c1eb2ceb4915e1192f4f386021897bde56a97f40a0bb78bb86465e0f7d2aca3
IQ3_S/Qwen3.8-Flash-Next-GSQ-RCO-IQ3_S-00002-of-00002.gguf28.8 GB316b46f3a2dbd68c900f43136ab9449f9dcc3725dfd8c794847c204bc161e113
IQ3_XXS/Qwen3.8-Flash-Next-GSQ-RCO-IQ3_XXS-00001-of-00002.gguf47.0 GB219ea929900dfa9ef091f3aa473fdba6874b65fcb36526d7d851ac9e95856d15
IQ3_XXS/Qwen3.8-Flash-Next-GSQ-RCO-IQ3_XXS-00002-of-00002.gguf28.8 GB316b46f3a2dbd68c900f43136ab9449f9dcc3725dfd8c794847c204bc161e113
LICENSE3.23 KBa0dc422560841fd68e06d974907f8b4c709bca44a67daad2b528437bdf676c08
Q2_0/Qwen3.8-Flash-Next-GSQ-RCO-Q2_0-00001-of-00002.gguf37.6 GB69820c02ec7d0b45ef2ebb19d6620299db749fe2aded7f39f93c6b88b199b720
Q2_0/Qwen3.8-Flash-Next-GSQ-RCO-Q2_0-00002-of-00002.gguf28.8 GB316b46f3a2dbd68c900f43136ab9449f9dcc3725dfd8c794847c204bc161e113
README.md13.2 KBa65ab8c9253a867aa991d93ddafb3a134623ae0012cfea2cd7a15c0c2aa745b0
SHA256SUMS1.91 KB210b8401936ae1192a714e4bfa04ada7a836949329c92ef6f4b707b612fb76b0
mmproj-Qwen3.8-Flash-Next-BF16.gguf908 MBb1a82259702816a5330d7bd7607cd9676b11780e79ff7348c21103ff3ce49bd0
tensor-allocation/Qwen3.8-Flash-Next-GSQ-RCO-IQ2_XS-00001-of-00002.rco-allocation.txt39.6 KB9721043873f19fc924dc0680b6ac202323a8d5a818c902e6caee698ec26b8574
tensor-allocation/Qwen3.8-Flash-Next-GSQ-RCO-IQ3_S-00001-of-00002.rco-allocation.txt39.4 KBdf10add9e3389cf5930e1dd527df4c0b24b38597a7e4652aa3a1ab2d3e12fd9b
tensor-allocation/Qwen3.8-Flash-Next-GSQ-RCO-IQ3_XXS-00001-of-00002.rco-allocation.txt39.4 KB3cf652c8d832d84cabe9900148ab0b5857f5c59acb1e102be9e18537684bdf87
tensor-allocation/Qwen3.8-Flash-Next-GSQ-RCO-Q2_0-00001-of-00002.rco-allocation.txt39.1 KB81371f9d3e10b5ff2ea718346165ad64f523d5f2b6a5619424e2803133cda17d

Use it

# custom terms: read the license before you download
$ fw get alesha-pro/Qwen3.8-Flash-Next-abliterated-GSQ-RCO-Strata-GGUF
# manifest sha256 58f226b629df… · 295 GB · 18 files
$ fw verify ./Qwen3.8-Flash-Next-abliterated-GSQ-RCO-Strata-GGUF alesha-pro/Qwen3.8-Flash-Next-abliterated-GSQ-RCO-Strata-GGUF
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/alesha-pro/Qwen3.8-Flash-Next-abliterated-GSQ-RCO-Strata-GGUF.json --dir ./Qwen3.8-Flash-Next-abliterated-GSQ-RCO-Strata-GGUF $ python3 fw.py verify ./Qwen3.8-Flash-Next-abliterated-GSQ-RCO-Strata-GGUF ./alesha-pro__Qwen3.8-Flash-Next-abliterated-GSQ-RCO-Strata-GGUF.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download alesha-pro/Qwen3.8-Flash-Next-abliterated-GSQ-RCO-Strata-GGUF --revision d4af3be5701549435e0770d625f79dd2def1358f --local-dir ./Qwen3.8-Flash-Next-abliterated-GSQ-RCO-Strata-GGUF
llama.cppDownload one GGUF variant (Huihui-Qwen3.8-Flash-Next-refusal-direction-r, 484 KB), then serve it.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download alesha-pro/Qwen3.8-Flash-Next-abliterated-GSQ-RCO-Strata-GGUF --include "Huihui-Qwen3.8-Flash-Next-refusal-direction-r*" --local-dir ./Qwen3.8-Flash-Next-abliterated-GSQ-RCO-Strata-GGUF $ llama-server -m ./Qwen3.8-Flash-Next-abliterated-GSQ-RCO-Strata-GGUF/Huihui-Qwen3.8-Flash-Next-refusal-direction-r.gguf
OllamaMake an Ollama model from the downloaded file.
$ printf 'FROM ./Qwen3.8-Flash-Next-abliterated-GSQ-RCO-Strata-GGUF/Huihui-Qwen3.8-Flash-Next-refusal-direction-r.gguf\n' > Modelfile $ ollama create qwen3.8-flash-next-abliterated-gsq-rco-strata-gguf -f Modelfile
Run in Allternit Desktopcoming in Phase 1
Fine-tune in Freeweights Studiocoming in Phase 3

License

Name
LicenseRef-Qwen-Community-1.0
Id
LicenseRef-Qwen-Community-1.0
Class
Custom terms
Redistribution
click-through
Text in
LICENSE
Text sha256
a0dc422560841fd68e06d974907f8b4c709bca44a67daad2b528437bdf676c08
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 list. A custom license passes only after a recorded human audit.

Provenance

From: alesha-pro <huggingface.co/alesha-pro>Newsgroups: alt.freeweights.abliteratedSubject: Qwen3.8-Flash-Next-abliterated-GSQ-RCO-Strata-GGUFDate: 2026-11-14Commit: d4af3beSigned: 2DC28CC7B26A283B ✓
Upstream
alesha-pro/Qwen3.8-Flash-Next-abliterated-GSQ-RCO-Strata-GGUF
Pinned commit
d4af3be5701549435e0770d625f79dd2def1358f
Manifest
Qwen3.8-Flash-Next-abliterated-GSQ-RCO-Strata-GGUF.json · .minisig
Manifest sha256
58f226b629dfd1a9513b98fded4d6c90dc82f0f01a661b05cfff5a99a9ca9840
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-14 15:35 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/alesha-pro/Qwen3.8-Flash-Next-abliterated-GSQ-RCO-Strata-GGUF.json $ curl -O https://freeweights.allternit.com/manifests/alesha-pro/Qwen3.8-Flash-Next-abliterated-GSQ-RCO-Strata-GGUF.json.minisig $ minisign -Vm Qwen3.8-Flash-Next-abliterated-GSQ-RCO-Strata-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

Get it
Read license, then download
$ HF_ENDPOINT=https://freeweights.allternit.com hf download alesha-pro/Qwen3.8-Flash-Next-abliterated-GSQ-RCO-Strata-GGUF
Run in Allternit Desktopcoming in Phase 1
Signed manifest
minisign, key 2DC28CC7B26A283B. Qwen3.8-Flash-Next-abliterated-GSQ-RCO-Strata-GGUF.json. Provenance. Takedown history: none.
Source
huggingface.co/alesha-pro/Qwen3.8-Flash-Next-abliterated-GSQ-RCO-Strata-GGUF

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