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alt.freeweights.kimi / Kimi-K3.1-Dflash2-Preview
From: RadixArk <huggingface.co/RadixArk>Newsgroups: alt.freeweights.kimiSubject:

Kimi-K3.1-Dflash2-Preview

Date: 2026-11-14Commit: ea257b3Signed: 2DC28CC7B26A283B ✓

Text generation model with 2.8B parameters. Safetensors weights, 5.57 GB in all. Published by RadixArk under Apache-2.0.

2.8B params5.57GBKimi-K3.1-Dflash2-Previewsafetensorspermissive
FactsParams2.8BSize5.57 GBFormatssafetensorsTasktext generationLicenseApache-2.0From sourcepermissive
$ fw get RadixArk/Kimi-K3.1-Dflash2-Preview
# manifest sha256 f67cf5c4695f… · 5.57 GB · 5 files
$ fw verify ./Kimi-K3.1-Dflash2-Preview RadixArk/Kimi-K3.1-Dflash2-Preview
From sourceRadixArk/Kimi-K3.1-Dflash2-PreviewLast check: 2026-11-14 06:29 UTC
Runs withvLLMSGLangFine-tune withAxolotlTRLPEFTUnsloth
OverviewFilesUse itLicenseProvenance

Overview

Size
5.57 GB
Weights
5.57 GB (safetensors)
Parameters
2.8B
Formats
safetensors
Task
text generation
License
Apache-2.0 (permissive)
Files
5, each with a sha256
Publisher
RadixArk
Added
2026-11-14
Section
alt.freeweights.kimi
Lineage

Original release from the publisher.

Base model: moonshotai/Kimi-K3.1-Pro

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 06:29 UTCpassed

Files

5 files · 5.57 GBWeights 5.57 GB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 5 files with their sha256
FileSizesha256
.gitattributes1.52 KB11ad7efa24975ee4b0c3c3a38ed18737f0658a5f75a0a96787b576a78a023361
LICENSE11.4 KBcfc7749b96f63bd31c3c42b5c471bf756814053e847c10f3eb003417bc523d30
README.md5.85 KB49c2501bd42f782222d189dd48d2657aa9700f5af48edd89016aa58effe19750
config.json2.05 KBb59ceb231cbec61f287968de7ecdb8520c786f0a813088b7636753fd423e537a
model.safetensors5.57 GB1e07d2352fc44ea3967862309abeaa670faa3cf386c37adc35b8c97396f27b3f

Use it

$ fw get RadixArk/Kimi-K3.1-Dflash2-Preview
# manifest sha256 f67cf5c4695f… · 5.57 GB · 5 files
$ fw verify ./Kimi-K3.1-Dflash2-Preview RadixArk/Kimi-K3.1-Dflash2-Preview
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/RadixArk/Kimi-K3.1-Dflash2-Preview.json --dir ./Kimi-K3.1-Dflash2-Preview $ python3 fw.py verify ./Kimi-K3.1-Dflash2-Preview ./RadixArk__Kimi-K3.1-Dflash2-Preview.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download RadixArk/Kimi-K3.1-Dflash2-Preview --revision ea257b38a8ee755b65287bb8ccd0938b519ce26b --local-dir ./Kimi-K3.1-Dflash2-Preview
transformersLoad the weights in Python.
import os os.environ["HF_ENDPOINT"] = "https://freeweights.allternit.com" from transformers import AutoModelForCausalLM, AutoTokenizer tok = AutoTokenizer.from_pretrained("RadixArk/Kimi-K3.1-Dflash2-Preview", revision="ea257b38a8ee755b65287bb8ccd0938b519ce26b") model = AutoModelForCausalLM.from_pretrained("RadixArk/Kimi-K3.1-Dflash2-Preview", revision="ea257b38a8ee755b65287bb8ccd0938b519ce26b", device_map="auto")
vLLMServe an OpenAI-compatible API.
$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve RadixArk/Kimi-K3.1-Dflash2-Preview --revision ea257b38a8ee755b65287bb8ccd0938b519ce26b
Run in Allternit Desktopcoming in Phase 1
Fine-tune in Freeweights Studiocoming in Phase 3

License

Name
Apache License 2.0
Id
Apache-2.0
Class
Permissive
Redistribution
yes
Text in
LICENSE
Text sha256
cfc7749b96f63bd31c3c42b5c471bf756814053e847c10f3eb003417bc523d30
Terms gate
No extra terms beyond 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: RadixArk <huggingface.co/RadixArk>Newsgroups: alt.freeweights.kimiSubject: Kimi-K3.1-Dflash2-PreviewDate: 2026-11-14Commit: ea257b3Signed: 2DC28CC7B26A283B ✓
Upstream
RadixArk/Kimi-K3.1-Dflash2-Preview
Pinned commit
ea257b38a8ee755b65287bb8ccd0938b519ce26b
Manifest
Kimi-K3.1-Dflash2-Preview.json · .minisig
Manifest sha256
f67cf5c4695f0892d496f313c3ad657346f78ee50d0ee94067257a98023eea23
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-14 06:29 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/RadixArk/Kimi-K3.1-Dflash2-Preview.json $ curl -O https://freeweights.allternit.com/manifests/RadixArk/Kimi-K3.1-Dflash2-Preview.json.minisig $ minisign -Vm Kimi-K3.1-Dflash2-Preview.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
Download
$ HF_ENDPOINT=https://freeweights.allternit.com hf download RadixArk/Kimi-K3.1-Dflash2-Preview
Run in Allternit Desktopcoming in Phase 1
Signed manifest
minisign, key 2DC28CC7B26A283B. Kimi-K3.1-Dflash2-Preview.json. Provenance. Takedown history: none.
Source
huggingface.co/RadixArk/Kimi-K3.1-Dflash2-Preview

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