alt.freeweights.kimi / Kimi-K3.1-Pro
From: moonshotai <huggingface.co/moonshotai>Newsgroups: alt.freeweights.kimiSubject:

Kimi-K3.1-Pro

Date: 2026-11-14Commit: d9e99b0Signed: 2DC28CC7B26A283B ✓

Image text to text model with 2.78T parameters. Safetensors weights, 1.56 TB in all. Published by moonshotai under Kimi-K3.1-Pro (custom).

2.78T params1.56TBKimi-K3.1-Prosafetensorscustom terms
FactsParams2.78TSize1.56 TBFormatssafetensorsTaskimage text to textLicenseKimi-K3.1-Pro (custom)From sourcecustom termsread terms
# custom terms: read the license before you download
$ fw get moonshotai/Kimi-K3.1-Pro
# manifest sha256 5934b493a577… · 1.56 TB · 112 files
$ fw verify ./Kimi-K3.1-Pro moonshotai/Kimi-K3.1-Pro
From sourcemoonshotai/Kimi-K3.1-ProLast check: 2026-11-14 06:26 UTC
Runs withvLLMSGLangFine-tune withAxolotlTRLPEFTUnsloth

Overview

Size
1.56 TB
Weights
1.56 TB (safetensors)
Parameters
2.78T
Formats
safetensors
Task
image text to text
License
Kimi-K3.1-Pro (custom) (custom)
Files
112, each with a sha256
Publisher
moonshotai
Added
2026-11-14
Section
alt.freeweights.kimi
Lineage

Original release from the publisher.

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 06:26 UTCpassed

Files

112 files · 1.56 TBWeights 1.56 TB (safetensors). Sizes and sha256 from the signed manifest.
Show all 112 files with their sha256
FileSizesha256
.gitattributes1.58 KBc96667522371c060c119874628058a5d62f0277ab322a30f717a42b20c92204b
LICENSE3.08 KBda05c356f773d22a0e1c6de390f280304d7cee6eb56fa161aa789d30dedba63b
README.md47.7 KB5daa13793292c65cf198b2f4997c69a21378a1688c40c8b3dbdf48a27dd15085
assets/kimi-logo.png88.0 KB4a80f64242bf907940765adc7bcf340c28dd83334b07c5503792a26495d1933b
config.json7.30 KBd95037631e3f23bf527a9f476f25209b231b46853a84877b9c56d5672b8d1202
configuration_kimi_k3.py11.4 KB7156d9489ee9bf14ac4c5e9410bfa0f9679f5831a26bf6d007296f14e90ab329
encoding_k3.py26.3 KB367f0a7ab8800f78f7e09dc31e58544ee7fc46eea992ea05b32d53506a921cc5
generation_config.json53 Bc6648c25e9705af7fba8847e243840d21b5cc63ddeb6297f750a7ddbb6a02836
kimi_k3_processor.py7.66 KBec9f7e86d2ab0eee07a8e7e7c037046e77ac3c25a710ad1298ec13be3b585b54
kimi_k3_vision_processing.py6.69 KBd122b30bfd3a51a6f05d4bfcfda1e657827322b1353f7caefeebc2835d7736b5
media_utils.py13.8 KB78403540328f9847d6b7ebc5c44eb2e6a752863de0afb7d0710728bb161dc60d
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preprocessor_config.json1.01 KB4be333605990c53a816e586dee9d5dd545afb7a59947c17f8f7ef26b4782668e
tiktoken.model2.80 MBb6c497a7469b33ced9c38afb1ad6e47f03f5e5dc05f15930799210ec050c5103
tokenization_kimi.py16.2 KB204ee39fbf13a6d6608b0d3ca1b4b04a14ac5f0a062a7fdee02e61f5d936f9c6
tokenizer_config.json3.45 KB9fc322181b8ec44236e148916aea4b6c2467b66ded7bfaff0efe623ad750b852

Use it

# custom terms: read the license before you download
$ fw get moonshotai/Kimi-K3.1-Pro
# manifest sha256 5934b493a577… · 1.56 TB · 112 files
$ fw verify ./Kimi-K3.1-Pro moonshotai/Kimi-K3.1-Pro
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/moonshotai/Kimi-K3.1-Pro.json --dir ./Kimi-K3.1-Pro $ python3 fw.py verify ./Kimi-K3.1-Pro ./moonshotai__Kimi-K3.1-Pro.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download moonshotai/Kimi-K3.1-Pro --revision d9e99b0792a5e93b78ea9bea62a68167e36ddd9e --local-dir ./Kimi-K3.1-Pro
transformersLoad the weights in Python.
import os os.environ["HF_ENDPOINT"] = "https://freeweights.allternit.com" from transformers import AutoModelForImageTextToText, AutoProcessor processor = AutoProcessor.from_pretrained("moonshotai/Kimi-K3.1-Pro", revision="d9e99b0792a5e93b78ea9bea62a68167e36ddd9e") model = AutoModelForImageTextToText.from_pretrained("moonshotai/Kimi-K3.1-Pro", revision="d9e99b0792a5e93b78ea9bea62a68167e36ddd9e", device_map="auto")
vLLMServe an OpenAI-compatible API.
$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve moonshotai/Kimi-K3.1-Pro --revision d9e99b0792a5e93b78ea9bea62a68167e36ddd9e
Run in Allternit Desktopcoming in Phase 1
Fine-tune in Freeweights Studiocoming in Phase 3

License

Name
LicenseRef-Kimi-K3.1-Pro
Id
LicenseRef-Kimi-K3.1-Pro
Class
Custom terms
Redistribution
click-through
Text in
LICENSE
Text sha256
da05c356f773d22a0e1c6de390f280304d7cee6eb56fa161aa789d30dedba63b
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: moonshotai <huggingface.co/moonshotai>Newsgroups: alt.freeweights.kimiSubject: Kimi-K3.1-ProDate: 2026-11-14Commit: d9e99b0Signed: 2DC28CC7B26A283B ✓
Upstream
moonshotai/Kimi-K3.1-Pro
Pinned commit
d9e99b0792a5e93b78ea9bea62a68167e36ddd9e
Manifest
Kimi-K3.1-Pro.json · .minisig
Manifest sha256
5934b493a57743f42143258cf80e7c6cb3dfd6b3f73a701c5cf1d3965ce7017b
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-14 06:26 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/moonshotai/Kimi-K3.1-Pro.json $ curl -O https://freeweights.allternit.com/manifests/moonshotai/Kimi-K3.1-Pro.json.minisig $ minisign -Vm Kimi-K3.1-Pro.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 moonshotai/Kimi-K3.1-Pro
Run in Allternit Desktopcoming in Phase 1
Signed manifest
minisign, key 2DC28CC7B26A283B. Kimi-K3.1-Pro.json. Provenance. Takedown history: none.
From: RadixArk <huggingface.co/RadixArk>Subject: Kimi-K3.1-Dflash2-Preview
From: moonshotai <huggingface.co/moonshotai>Subject: Kimi-Linear-48B-A3B-Base
From: moonshotai <huggingface.co/moonshotai>Subject: Kimi-Linear-48B-A3B-Instruct