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alt.freeweights.text / Teutonic-I-Reliquary-RL
From: ReliquaryForge <huggingface.co/ReliquaryForge>Newsgroups: alt.freeweights.textSubject:

Teutonic-I-Reliquary-RL

Date: 2026-11-15Commit: cf2c01eSigned: 2DC28CC7B26A283B ✓

Text generation model with 9B parameters. Safetensors weights, 17.9 GB in all. Published by ReliquaryForge under Apache-2.0.

9B params17.9GBTeutonic-I-Reliquary-RLsafetensorspermissive
FactsParams9BSize17.9 GBFormatssafetensorsTasktext generationLicenseApache-2.0From sourcepermissive
$ fw get ReliquaryForge/Teutonic-I-Reliquary-RL
# manifest sha256 b0c574c7ed0e… · 17.9 GB · 15 files
$ fw verify ./Teutonic-I-Reliquary-RL ReliquaryForge/Teutonic-I-Reliquary-RL
From sourceHosted (signed)ReliquaryForge/Teutonic-I-Reliquary-RLLast check: 2026-11-15 02:38 UTC
Run at homeGet help

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

Works with

Run24Fine-tune29Convert15Evaluate13Scan13Apps58
OverviewModel cardFilesUse itLicenseProvenanceModel tree

Overview

Size
17.9 GB
Weights
17.9 GB (safetensors)
Parameters
9B
Formats
safetensors
Task
text generation
License
Apache-2.0 (permissive)
Files
15, each with a sha256
Publisher
ReliquaryForge
Added
2026-11-15
Section
alt.freeweights.text
Lineage

Original release from the publisher.

Base model: ReliquaryForge/Teutonic-I-Reliquary-SFT

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 02:38 UTCpassed

Model card

From the publisher at commit cf2c01e. Shown as plain text with links; images open at the publisher.

Teutonic-I Reliquary RL (live checkpoint)#

Latest checkpoint of the live asynchronous RL run teutonic-rl-async-v1 on Bittensor subnet 81 (Reliquary): Teutonic-I 9B trained with RL from ReliquaryForge/Teutonic-I-Reliquary-SFT@18dfb97d, on rollouts generated and verified by the subnet's miners.

This repository is a mirror maintained automatically: each new checkpoint version published by the validator is rebuilt (anchor + deltas from R2), checked against the signed index and pushed here.

Checkpoint version157
Weights sha256 (index.latest.sha256, Reliquary tensor digest)595512c5fc1b7c2132ceecce9e9e9dea16dfee464205e29aa138115230380928
Signed index payload sha256ccbe60deb93a8c18b7da88a81a86a67679f7c1a50a776cfeb92de83b39ba2fd5
Index published at2026-11-02 09:35:11 UTC
Mirrored at2026-11-02 09:35:44 UTC
Validator hotkey (signer)5H47sFL6bGi3xPLzKpHxFqjBnmRZkQh4gk5jzkCeNXn4wdDa

How it maps to /rl/checkpoint#

The validator serves GET /rl/checkpoint (signed index + presigned R2 URLs). index.latest.version / index.latest.sha256 are the version and hash above. reliquary_checkpoint.json holds them, plus the signed index itself (index, signature, validator_hotkey, without URLs), so the weights here can be checked with reliquary.shared.ckpt_delta.checkpoint_sha256 and reliquary.shared.ckpt_index.verify_index_signature.

Miners: huggingface-cli download ReliquaryForge/Teutonic-I-Reliquary-RL gives you the latest weights directly (no token needed). The subnet's miner keeps using /rl/checkpoint (anchor + deltas) to follow new versions; if the version above is older than index.latest.version, the mirror is catching up (it polls every few minutes; a push takes ~10-20 min).

Storage policy#

Only the latest checkpoint is kept: after each push the history is squashed into a single commit on main, tagged ckpt-157. Older versions are not available here.

License#

Apache-2.0, as the base model.

Files

15 files · 17.9 GBWeights 17.9 GB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 15 files with their sha256
FileSizesha256
.gitattributes1.57 KB34448b82c17d60fec9b65b1f093c115ddbaadc04beb1b0140b6bfed2e012a930
README.md2.23 KB8df0661f6c2faaf682378cedce6fb4500145a2842f98351a1a103ae79377eda6
chat_template.jinja7.76 KBa4aee8afcf2e0711942cf848899be66016f8d14a889ff9ede07bca099c28f715
config.json1.98 KB2ebe5f69532870463380c722f089a549cc70fb9321c1ce8390f903ca99febc2a
generation_config.json188 Be5ced2524d6f227392b4221c7d4545d65a16c65270a271d834d21518a957e4ec
mix_manifest.json453 KB7e1b4766cece6cfd1d4c3de903015196920d9f59f58527065dba04b19e722e7b
model-00001-of-00004.safetensors5.28 GB207bb0aedf87207edae5740997015f4c9c94d2d6e880d220f64f4b7e34f66a41
model-00002-of-00004.safetensors5.36 GB28ab02b1eb1334fcb7e4b149fefbb3766328e117e2f4bf7ac2ba7bf60a52728b
model-00003-of-00004.safetensors5.34 GBd6309deb21750060408ce6ea22de8826e51e2de51d192e1304ddbf58a493df33
model-00004-of-00004.safetensors1.93 GBb4be16e86ea8fadd028c956c62b25f5fa2fc53e2c8973cd48bf479d677a7d88c
model.safetensors.index.json33.9 KB3e6201e126fcc6dc963b35f02fa5cb91d871f370ddde5821cecfe3e1028b6bc2
reliquary_checkpoint.json25.9 KB08f33896110b3ef1266a317dea6e93413d9f5dad83c85ca082f37d74a59983a5
tokenizer.json20.0 MB06b9509352d2af50381ab2247e083b80d32d5c0aba91c272ca9ff729b6a0e523
tokenizer_config.json1.44 KB8888835922c4991bca468158807f5662f501bc60da934584c4dcdd8078e06654
train_config.json715 B3260eee8186529f74643e5dc39e76191c1613fbd9cafba5806c7ecb10b2e3ef0
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
cf2c01e86c pinned now2026-11-15 02:38 UTC15 files · 17.9 GB

Use it

$ fw get ReliquaryForge/Teutonic-I-Reliquary-RL
# manifest sha256 b0c574c7ed0e… · 17.9 GB · 15 files
$ fw verify ./Teutonic-I-Reliquary-RL ReliquaryForge/Teutonic-I-Reliquary-RL
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/ReliquaryForge/Teutonic-I-Reliquary-RL.json --dir ./Teutonic-I-Reliquary-RL $ python3 fw.py verify ./Teutonic-I-Reliquary-RL ./ReliquaryForge__Teutonic-I-Reliquary-RL.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download ReliquaryForge/Teutonic-I-Reliquary-RL --revision cf2c01e86ca064b6d446a4c762291c8a746d8579 --local-dir ./Teutonic-I-Reliquary-RL
transformersLoad the weights in Python.
import os os.environ["HF_ENDPOINT"] = "https://freeweights.allternit.com" from transformers import AutoModelForCausalLM, AutoTokenizer tok = AutoTokenizer.from_pretrained("ReliquaryForge/Teutonic-I-Reliquary-RL", revision="cf2c01e86ca064b6d446a4c762291c8a746d8579") model = AutoModelForCausalLM.from_pretrained("ReliquaryForge/Teutonic-I-Reliquary-RL", revision="cf2c01e86ca064b6d446a4c762291c8a746d8579", device_map="auto")
vLLMServe an OpenAI-compatible API.
$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve ReliquaryForge/Teutonic-I-Reliquary-RL --revision cf2c01e86ca064b6d446a4c762291c8a746d8579
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
8df0661f6c2faaf682378cedce6fb4500145a2842f98351a1a103ae79377eda6
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: ReliquaryForge <huggingface.co/ReliquaryForge>Newsgroups: alt.freeweights.textSubject: Teutonic-I-Reliquary-RLDate: 2026-11-15Commit: cf2c01eSigned: 2DC28CC7B26A283B ✓
Upstream
ReliquaryForge/Teutonic-I-Reliquary-RL
Pinned commit
cf2c01e86ca064b6d446a4c762291c8a746d8579
Manifest
Teutonic-I-Reliquary-RL.json · .minisig
Manifest sha256
b0c574c7ed0efd1afdf21660e894128c2d0eadfb19ca93a495951573c29eb44e
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 02:38 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/ReliquaryForge/Teutonic-I-Reliquary-RL.json $ curl -O https://freeweights.allternit.com/manifests/ReliquaryForge/Teutonic-I-Reliquary-RL.json.minisig $ minisign -Vm Teutonic-I-Reliquary-RL.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

ReliquaryForge/Teutonic-I-Reliquary-SFT (not in this catalog) · this model is a finetune of it

1 model in the catalog name this one as their parent.

Quantizations
1
Quantizations 1
Get it
Download
$ HF_ENDPOINT=https://freeweights.allternit.com hf download ReliquaryForge/Teutonic-I-Reliquary-RL
Open in Freeweights Studio

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

Signed manifest
minisign, key 2DC28CC7B26A283B. Teutonic-I-Reliquary-RL.json. Provenance. Takedown history: none.
Source
huggingface.co/ReliquaryForge/Teutonic-I-Reliquary-RL

Variants

1 quantized or adapter build of Teutonic-I-Reliquary-RL. Each has its own license check and page.

SubjectSizeParamsLicenseDate
ReliquaryForge_Teutonic-I-Reliquary-RL-GGUFHosted (signed) From: bartowski in alt.freeweights.text138 GB—Permissive2026-11-15

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