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alt.freeweights.kimi / Kimi-Linear-48B-A3B-Base
From: moonshotai <huggingface.co/moonshotai>Newsgroups: alt.freeweights.kimiSubject:

Kimi-Linear-48B-A3B-Base

Date: 2026-11-14Commit: 3b171c1Signed: 2DC28CC7B26A283B ✓

Text generation model with 49.1B parameters. Safetensors weights, 98.3 GB in all. Published by moonshotai under MIT.

49.1B params98.3GBKimi-Linear-48B-A3B-Basesafetensorspermissive
FactsParams49.1BSize98.3 GBFormatssafetensorsTasktext generationLicenseMITFrom sourcepermissive
$ fw get moonshotai/Kimi-Linear-48B-A3B-Base
# manifest sha256 4a050be6f302… · 98.3 GB · 38 files
$ fw verify ./Kimi-Linear-48B-A3B-Base moonshotai/Kimi-Linear-48B-A3B-Base
From sourcemoonshotai/Kimi-Linear-48B-A3B-BaseLast check: 2026-11-14 06:32 UTC
Runs withvLLMSGLangFine-tune withAxolotlTRLPEFTUnsloth
OverviewFilesUse itLicenseProvenance

Overview

Size
98.3 GB
Weights
98.2 GB (safetensors)
Parameters
49.1B
Formats
safetensors
Task
text generation
License
MIT (permissive)
Files
38, 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 06:32 UTCpassed

Files

38 files · 98.3 GBWeights 98.2 GB (safetensors). Sizes and sha256 from the signed manifest.
Show all 38 files with their sha256
FileSizesha256
.gitattributes1.63 KB70711e003ecefde7929ed9b1e49770523a0a2b539c437498acf3f58d7da67c1d
README.md6.71 KB49edd7069a066c665582cecc51d4028df51ccb64da4301a4ede5017873a2ca8b
chat_template.jinja1.85 KB75e3cd76bd26b77c02507eb35073b66c8ffd0c88eab185ebc6f8c6e425161809
config.json1.75 KB732c453928a14df15ad7b7bf8c626a02236d10eee80ce63a36aa05df73bc17eb
configuration_kimi.py4.95 KB79422aca3ee6c89d201e0c15c4c9a6db517ba83d87ecdc4e41fa0f71297238d9
figures/arch.png238 KB132ae021fa4661ed39e7be784d46f05f22b82aabb9afd2bab8dbdc0a5a61cba0
figures/arxiv.png2.07 KB8a9b6f6422b16d06b4feada756072382a3d9bb0f016e1af646fabb5b79b1950e
figures/banner.png63.2 KB860813b16f049ba7540fe99568729ac62a12cc651d523b4be534ead4fb5a7716
figures/github.png6.39 KB367d5cb2adc609451cf9127250edfe893837485e7c779d7dcb4e31234f59b001
figures/logo.png13.1 KB7870b48105beb49cdb29bb3090abb7bbca688bef862507904c23d9c472df221c
figures/perf_speed.png160 KBf8951e618db41ae57fa0cec4845d7b275dffbd7f9db12c6496bfea536c625aea
generation_config.json147 B8a0f6804e5644a48677317913c4cae06f9df788cb98f6cc90cbc595bd27f6ac2
model-00001-of-00020.safetensors5.00 GB24ad68703198fd41f2bc1bf7ded0e2e8789afe0b1b7b9b53a568a3f202cdf736
model-00002-of-00020.safetensors5.00 GBf02a566ceb7a03179f2206a8b1a610e62315c931869208316a6d54560dae0e92
model-00003-of-00020.safetensors5.00 GB615724bf64a42cef29dd9dad7da0c6e886c59050cb80f59474befedfa9ae8c0d
model-00004-of-00020.safetensors5.00 GBfa28abf41d287dd0b64915289fa35cc0b47ffa6a3b3e698ea2b2feae925b1738
model-00005-of-00020.safetensors5.00 GB9205c79da111b8dde2e7f1c4e9b507d6ea37007dd1df236c0028c22dc023584b
model-00006-of-00020.safetensors5.00 GB34c5cca7299b15507cc0fbae9cf089c66543466ceaab1d7b273bf86a71974101
model-00007-of-00020.safetensors5.00 GBb8a3fc6dfca7754ad1aa3ade2a220b23f07ab9b492b491d30438e580322d94f0
model-00008-of-00020.safetensors5.00 GBcd3874840769bd2545f8837da550b2817beccc7841d7a36c0fce11be7d4f46ff
model-00009-of-00020.safetensors5.00 GB28dd9927d1ffa09cafc9428c4c5b87ebfca3a82046986ef7a48fb9f1c47db95b
model-00010-of-00020.safetensors5.00 GBb21a878a6739e09a835aaa0cf0d03f7c6a83fabc7765cd3335ed98d3b08955df
model-00011-of-00020.safetensors5.00 GB92c9d5f390da8af59f3e366ab0e6cfb1a1a579761509b865f1c139d61b2577ac
model-00012-of-00020.safetensors5.00 GBd3f0a50210479444275150d37bbeb61408b3591bf0860b81f0c0f3c139d9ef19
model-00013-of-00020.safetensors5.00 GB9d6fd6ca0a2521eeca681ad3440b68a1c1c4306e0bc8b2fada0f1e3f3e846d49
model-00014-of-00020.safetensors5.00 GBb8822d18953353de86f0c6327f2b4cd33dd3e395438c62a361b8a5acc4a30ca4
model-00015-of-00020.safetensors5.00 GB3c4d4f2ee54be82d1139acac3e3b16affe3612282aca75ffb754c6c0f8d2394a
model-00016-of-00020.safetensors5.00 GB8f87e5bf860ed71eaab75ad6d53f0110ede670aa6df38b9457167fac9f9b7b0c
model-00017-of-00020.safetensors5.00 GB896a1152beddffe23a164690e1a8e5ed2ca026bae5ec3cbcb1bd3fcae499722d
model-00018-of-00020.safetensors5.00 GB5ea29f162c9c39d5ef2490fba783061eb79ae11b55ae20608211abdb096419ea
model-00019-of-00020.safetensors5.00 GBa250b961e1a857401ce28dd18c4088cb77c66480fb5a03df86245ac8a577a107
model-00020-of-00020.safetensors3.28 GB97f3981657488d57ef3e39c66e641a3f797a388eed4ace7dfbac518411bba1ea
model.safetensors.index.json1.99 MBe63dba2b42cfe38ad7f2fd7cf561706c584f8fe7b42016baba16b27fe0d06bab
modeling_kimi.py40.8 KBde8607248bb5fdcf1bc46bd5a7afc810bdb4bdadd3fa0198dcbb8598a1c5f9f5
special_tokens_map.json5.58 KB16786e586e9ac2ebad36dc32023f055dc3a8682a85c8f274ff07988ab31758b9
tiktoken.model2.80 MBb6c497a7469b33ced9c38afb1ad6e47f03f5e5dc05f15930799210ec050c5103
tokenization_kimi.py12.5 KBb6b304f63d355f29f5f5aa27694337c824c90e1ac80559ca537909824729761f
tokenizer_config.json3.69 KB5ba77d5822137ac3cb9337d2b84561d10425562cf8b8f2c74c91a832516a778d

Use it

$ fw get moonshotai/Kimi-Linear-48B-A3B-Base
# manifest sha256 4a050be6f302… · 98.3 GB · 38 files
$ fw verify ./Kimi-Linear-48B-A3B-Base moonshotai/Kimi-Linear-48B-A3B-Base
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/moonshotai/Kimi-Linear-48B-A3B-Base.json --dir ./Kimi-Linear-48B-A3B-Base $ python3 fw.py verify ./Kimi-Linear-48B-A3B-Base ./moonshotai__Kimi-Linear-48B-A3B-Base.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download moonshotai/Kimi-Linear-48B-A3B-Base --revision 3b171c17bfc4ee348599b6781a2ca8715c21c8dc --local-dir ./Kimi-Linear-48B-A3B-Base
transformersLoad the weights in Python.
import os os.environ["HF_ENDPOINT"] = "https://freeweights.allternit.com" from transformers import AutoModelForCausalLM, AutoTokenizer tok = AutoTokenizer.from_pretrained("moonshotai/Kimi-Linear-48B-A3B-Base", revision="3b171c17bfc4ee348599b6781a2ca8715c21c8dc") model = AutoModelForCausalLM.from_pretrained("moonshotai/Kimi-Linear-48B-A3B-Base", revision="3b171c17bfc4ee348599b6781a2ca8715c21c8dc", device_map="auto")
vLLMServe an OpenAI-compatible API.
$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve moonshotai/Kimi-Linear-48B-A3B-Base --revision 3b171c17bfc4ee348599b6781a2ca8715c21c8dc
Run in Allternit Desktopcoming in Phase 1
Fine-tune in Freeweights Studiocoming in Phase 3

License

Name
MIT License
Id
MIT
Class
Permissive
Redistribution
yes
Text in
README.md
Text sha256
49edd7069a066c665582cecc51d4028df51ccb64da4301a4ede5017873a2ca8b
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: moonshotai <huggingface.co/moonshotai>Newsgroups: alt.freeweights.kimiSubject: Kimi-Linear-48B-A3B-BaseDate: 2026-11-14Commit: 3b171c1Signed: 2DC28CC7B26A283B ✓
Upstream
moonshotai/Kimi-Linear-48B-A3B-Base
Pinned commit
3b171c17bfc4ee348599b6781a2ca8715c21c8dc
Manifest
Kimi-Linear-48B-A3B-Base.json · .minisig
Manifest sha256
4a050be6f302e37bde4268e257f1399142df44cea0b0ea382524031b5d950be8
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-14 06:32 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/moonshotai/Kimi-Linear-48B-A3B-Base.json $ curl -O https://freeweights.allternit.com/manifests/moonshotai/Kimi-Linear-48B-A3B-Base.json.minisig $ minisign -Vm Kimi-Linear-48B-A3B-Base.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 moonshotai/Kimi-Linear-48B-A3B-Base
Run in Allternit Desktopcoming in Phase 1
Signed manifest
minisign, key 2DC28CC7B26A283B. Kimi-Linear-48B-A3B-Base.json. Provenance. Takedown history: none.
Source
huggingface.co/moonshotai/Kimi-Linear-48B-A3B-Base

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