alt.freeweights.text / snowflake-arctic-instruct-vllm
From: Snowflake <huggingface.co/Snowflake>Newsgroups: alt.freeweights.textSubject:

snowflake-arctic-instruct-vllm

Date: 2026-11-15Commit: d5454a3Signed: 2DC28CC7B26A283B ✓

Text generation model. Safetensors weights, 499 GB in all. Published by Snowflake under Apache-2.0.

text499GBsnowflake-arctic-instruct-vllmsafetensorspermissive
FactsParamsnot statedSize499 GBFormatssafetensorsTasktext generationLicenseApache-2.0From sourcepermissive
$ fw get Snowflake/snowflake-arctic-instruct-vllm
# manifest sha256 deb398226775… · 499 GB · 108 files
$ fw verify ./snowflake-arctic-instruct-vllm Snowflake/snowflake-arctic-instruct-vllm
From sourceHosted (signed)Snowflake/snowflake-arctic-instruct-vllmLast check: 2026-11-15 03:58 UTC

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

Works with

Overview

Size
499 GB
Weights
499 GB (safetensors)
Parameters
not stated
Formats
safetensors
Task
text generation
License
Apache-2.0 (permissive)
Files
108, each with a sha256
Publisher
Snowflake
Added
2026-11-15
Section
alt.freeweights.text
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.co2026-11-15 03:58 UTCpassed

Model card

From the publisher at commit d5454a3. Shown as plain text with links; images open at the publisher.

Files

108 files · 499 GBWeights 499 GB (safetensors). Sizes and sha256 from the signed manifest.
Show all 108 files with their sha256
FileSizesha256
.gitattributes1.52 KB11ad7efa24975ee4b0c3c3a38ed18737f0658a5f75a0a96787b576a78a023361
README.md186 B59288965dea1c9c9ce2dcad125e5ba10c942c0e4037200cc9498067bfa2e43cf
config.json1.28 KB1910f61638fa73ddbb4363e6c374377bd2e9ec2b81fdb4d7bad6c2d1c0b85e8f
configuration_arctic.py9.46 KB08e22049a3ca8ae700906644d225dfc87b61ebb1f28090a931e8d5e5b49f6b3a
generation_config.json124 Bab8d6af984bbbe555422edd4f27af659fdc0a6e84b54df0f83f23abc4cc2bd05
model-rank-0-part-0.safetensors5.36 GBbe0e46994228217f5075752cbd4f161c96f1bbdfbdfb0607134bd0e1411c7e86
model-rank-0-part-1.safetensors5.37 GBd95d0e029dc65ade48ff2d467b2ee492577bb9e52e57761a4e3cc5da1a133d6e
model-rank-0-part-10.safetensors5.34 GBfecef4c86c3792d0dba55999b833607d1c6961f5e63295bf71a9f866b37c065e
model-rank-0-part-11.safetensors3.60 GB8d21900e32ed5e78e67b37b35bc5af8d3179f04f9210186809c16f69cb6f86cf
model-rank-0-part-2.safetensors5.36 GBc51b29523415cc0c906cfae9b3adef293cd96181f2abe3886ff066ebd78b9ff0
model-rank-0-part-3.safetensors5.35 GB28f2166c95ef0f08341ca2fc7a125adf5ede968ce8acf5d64481439ef20081e3
model-rank-0-part-4.safetensors5.34 GB4b3b0b0821099ffabc32147363b8b035f3be448ce60f4642c72d69cdc5697454
model-rank-0-part-5.safetensors5.34 GBcf45ea5eb2c0a14fb296485a61de93dd110a1e44cfced370b2a4e9e25f25a0b4
model-rank-0-part-6.safetensors5.34 GB626fd52c370a741c08dfc98530956baf64bcbea54fcb3ed6bdb9c4d00641b687
model-rank-0-part-7.safetensors5.34 GBb24565bc13aa5e306df658a88138d92a3081e5af29c45d27b1a80b0d3897399b
model-rank-0-part-8.safetensors5.34 GBdebb38dfa70e8a91c681c86486cb815d17df9c55812a2fc9dff6ffe742517aa6
model-rank-0-part-9.safetensors5.34 GB2bdaacee78cb22bc74914c704a09a5a9586b2f9731d2dadecab91215379520a1
model-rank-1-part-0.safetensors5.36 GBc986d7f792727be9d6196bd0aaf8f02dde618f2ed97cd5da089443cc8f29ad28
model-rank-1-part-1.safetensors5.37 GB40eaec9e3fb06dc681d4eef78f34173cab91f91737c3e7b5275db1036fb9434f
model-rank-1-part-10.safetensors5.34 GBcef50472c05ed1479db07d6e065cbaee54db9a2e9d704d0b6f407065318871a3
model-rank-1-part-11.safetensors3.60 GBe8781531846cab8f43ae8dc4e0ba113841bd01d2023140e375642c917cbcdc72
model-rank-1-part-2.safetensors5.36 GB9a4f343b2217a56b94426a0ceda595efed2b39bdbf330100d05e23854ae781e3
model-rank-1-part-3.safetensors5.35 GBd6a7ab74deebc450d3c48fe7984be23fc936e78b342c71932f7589c887ca5d6b
model-rank-1-part-4.safetensors5.34 GB3b7cdf525fbc5519ae37419c115d993f2734d7d1cb691ab6bb86511243c30e2e
model-rank-1-part-5.safetensors5.34 GB66fa29b9f6508d30c238e9541330981da5ce1e4a3ca638c3711b8ea58cefa476
model-rank-1-part-6.safetensors5.34 GB0d61f43e3abc0b4f55a1b19ad15b24e52a70ae874ddeb5dc0fe8acdf8eb5fe3c
model-rank-1-part-7.safetensors5.34 GBfd1e53fb487a86be7b137485b50fa2b58aad45b0716eb28ac66cffed5acb4f17
model-rank-1-part-8.safetensors5.34 GB2878e9f4b4ecad234c00aa02b098fd595f90726f5c09bff4e2e2f1c73db0a97a
model-rank-1-part-9.safetensors5.34 GB48852fce460e35c700e757462fb16786b5e1415472597ed73f8fb13c47e19670
model-rank-2-part-0.safetensors5.36 GB7f4a43982e91a1f4e152b39d6754f57514b5e06b37db2fc9dc13f7ca2b498914
model-rank-2-part-1.safetensors5.37 GBbc61544dad0173d5184b96f2118de6c150aa181dbf3d9400da9cb1e15430df04
model-rank-2-part-10.safetensors5.34 GBe2b423be28645bc9caf9a76f26bbfad1deecf22905d8cf1dc905681e8c9e72b1
model-rank-2-part-11.safetensors3.60 GB0107072b3568dec77d450ed990435c646e4b72d87050133a0871bfa15eb4dc0b
model-rank-2-part-2.safetensors5.36 GB07eec38b862cbdc2cca42c613f9d5f55eb858d5c0530b3d78862592cc6390e4f
model-rank-2-part-3.safetensors5.35 GB2816dd74064a263fd488b98bf8b8e61c6a39dffdff33cadfc16af2a5db1c0ce3
model-rank-2-part-4.safetensors5.34 GBf9f7cdd54e89c3d1232ba84217d7ae3a88ea3185e971875eef8d3cdd1a9daa82
model-rank-2-part-5.safetensors5.34 GBc024bc2fffe61805de33a29ecc7636d84de1989d5630c3f613e66c3018043a91
model-rank-2-part-6.safetensors5.34 GBf27871740cf49d3ed52ed4ed91d4353dd847622e0b4968c17fc9bce0df62dad6
model-rank-2-part-7.safetensors5.34 GB75913858b7cb597a74fcd28c63fee3992fdbaa12228e69a06dc10ab2977596c5
model-rank-2-part-8.safetensors5.34 GB69e686260c2b601df82daec862efe04150e67b5bf7bfed08b49774f7f77007d6
model-rank-2-part-9.safetensors5.34 GBa8757be613ea4c0e0421690316e2c7713b0ae85533250c37df02d51cba84ac6e
model-rank-3-part-0.safetensors5.36 GBf2d9fa1be26ec28634a6e940dbd2289287a65cd65fc9ef97dd0658a693c124bf
model-rank-3-part-1.safetensors5.37 GBf05707bd3aea8d66e32d7d5d9a053bbc18bea9525caa3c0b1158c34727703a89
model-rank-3-part-10.safetensors5.34 GBa30016928d83c9afc13b2cdcd2f938efe35c3c73648a4ff267a74a73f58762b8
model-rank-3-part-11.safetensors3.60 GB0f9d1f7e8a85dfef3e04c606dde16a15f48f61139a33eaebb0c97791dd1c58ef
model-rank-3-part-2.safetensors5.36 GB439c0796b818a9d56aa0a349193e6ad2b0675885435d9fdd1b552cb072743f7f
model-rank-3-part-3.safetensors5.35 GBf1524ac3284067494140d6587a73b2cc9c860b3433c4a5eae759b55488acf56a
model-rank-3-part-4.safetensors5.34 GBb6d37c8bff5f6ac217f0f3220d00624ffc1aa45245c173fc45eb54559bd3b58d
model-rank-3-part-5.safetensors5.34 GB3ea8ead09b9d719143f436cd97edaf7fa2ff9fd7ffef842ca2ae0405ddc13057
model-rank-3-part-6.safetensors5.34 GBb0b58389ee9e0ffbd25ab428a9fd06ae63c7c3d0e72a6d3876f71604fc2e15d2
model-rank-3-part-7.safetensors5.34 GB7e921082650fe518ebc08a4daa8f2e721584a9033472010803ed5d8519a978c3
model-rank-3-part-8.safetensors5.34 GB98246342680007f8116e9ac0b5dc2241c192ab964a72567a558ee88337a9ca2b
model-rank-3-part-9.safetensors5.34 GBef1aa0eb987d55b33847aadc5a86c2212dc6015b99630124d28ba4d31731fe25
model-rank-4-part-0.safetensors5.36 GBc50cd4c0033949aaf427f5ab193e6cd3ebf5d67a8961449c8c1c013fec67344c
model-rank-4-part-1.safetensors5.37 GB038a6a2d4c82d86d386d0e94f652bd8dbb10261480b3bb84457e9096e823c71b
model-rank-4-part-10.safetensors5.34 GBc1b3746a51a861829d6cc00c5ca8fdc0139e16abfb318a22724bb7960e8313b0
model-rank-4-part-11.safetensors3.60 GB37721b94aaa9b9798c6860cf14bfac89b66fde9564ccc70f1aa6a7d3fa27701f
model-rank-4-part-2.safetensors5.36 GBe2d89baade180615afde02a0c28f18e69f0ddc5920e262f766542c4dd7e67491
model-rank-4-part-3.safetensors5.35 GB3f5f441116acdf5ebc373bc926c8c8b46a77f375fb3489585554835df48f011b
model-rank-4-part-4.safetensors5.34 GB5695a344411fadadd1c83e8011e9471678f87efaece93f6119ba492e1cfda348
model-rank-4-part-5.safetensors5.34 GBacbf6753b393742f0913a3888b5a867f2356efdc75bb89cf2d0812b7ed66183c
model-rank-4-part-6.safetensors5.34 GB2df9d12252ea53cba71a4ab9a65a9200a88cd60ff0905f42e4f4580fb9dedb6b
model-rank-4-part-7.safetensors5.34 GBc3d62b0855bbbcc3b782d8c7c4e602faa4fa4914e796abda76c6e14d6e90992e
model-rank-4-part-8.safetensors5.34 GB146b9159e0023a0e66f6215996c59b35f1412ac87fd3c7f66f34a1a37b877a58
model-rank-4-part-9.safetensors5.34 GB554580a5cd588d456e0638c429d548245ea8c78f8097ab33d3ed3138ad1ecf20
model-rank-5-part-0.safetensors5.36 GBd9db50d68dcc6be4dc76ca9ac26b005fadc0a57e2095cd50b45e0e70c6c7a65f
model-rank-5-part-1.safetensors5.37 GB94127168fb622a9ce12afce9af9571e9369480bb108261b10f4888fb3f4668b5
model-rank-5-part-10.safetensors5.34 GB8fb4871be97ea38ca7d09276f70ae357d36e72fe442707f1dd818369413dec4b
model-rank-5-part-11.safetensors3.60 GB6cc25867900377abd9fbb5330b47a65a3d53bce9144affaa2f7ab61cfc134f00
model-rank-5-part-2.safetensors5.36 GBa27e9dba95fb9f0260ea32acfd5300452fa903eb0c223af416d96a1e0c34ede6
model-rank-5-part-3.safetensors5.35 GBb7bd65a4ebc31d22d48be7672d4e569e444a7f5c603d6a1799c8e37d6c65b810
model-rank-5-part-4.safetensors5.34 GBe6d3b1f924e885121b70fcc4c7ef381605823b94cf3000e603ef5704db8b922d
model-rank-5-part-5.safetensors5.34 GB99e3c5e9c4a95fb1331036a411463b4afcd0eb53e70f3f155cead161a55107ad
model-rank-5-part-6.safetensors5.34 GB9514520d6d91de13c20fffdf5fba27a317ad22eb9de22b979d41dd7282fb46cb
model-rank-5-part-7.safetensors5.34 GBf634de2ee87559812a23080423bfdcd42e527e6046cee5cbbd9fd97ec0d65f37
model-rank-5-part-8.safetensors5.34 GB31bd3d40168e30a81ff797ee04e1c7e2596e890566666e3937e61c9b5018fc0c
model-rank-5-part-9.safetensors5.34 GBcfafa4efd1d8f672a175d9e10655de936082feb5b819f327cd06d659a9e4cb46
model-rank-6-part-0.safetensors5.36 GBa8ff9ba3cd00962b12520e2e898d83bc9e9ad4fb35a47d02d1f3568352965252
model-rank-6-part-1.safetensors5.37 GB09d2e5a220c693e88cf18833ab56fdcd7322fde45ae2b68891560a0245626faa
model-rank-6-part-10.safetensors5.34 GBcb9e574afca24193b2e65a2162608f616f7d21ce9bd824c0ed4840e693f632bd
model-rank-6-part-11.safetensors3.60 GB827ccea7979081b4c07b3af20fa5f9b889271602c3921b1f398e32c2edee750a
model-rank-6-part-2.safetensors5.36 GB76fac0f28028e2171e95cefd6d2e48ace4f7956985e556824353e4058d4401ef
model-rank-6-part-3.safetensors5.35 GBfc59e82fe51564338e1c713359784f6645ea36036258f303a25563acbea94be5
model-rank-6-part-4.safetensors5.34 GBad221f2a021dcfb854b1a1e27e255197bb3240c27b42f4d0ec608b6c529ff939
model-rank-6-part-5.safetensors5.34 GBf4427a510bf72dc06f69ae91598949e6c19d022a5f2ac106f7fd4ec81bb36494
model-rank-6-part-6.safetensors5.34 GBa95861362ebc6ce551fa74a5dffb7b901a487f8a884f781d2ea0a2eaec511aa0
model-rank-6-part-7.safetensors5.34 GBfadb1438919118863541b3790d74b0db0e698e4eda05add05691825c13a2fe34
model-rank-6-part-8.safetensors5.34 GB39afb8e6fc85d6e2d30954dd76ddfe3f1e825f358be1606236c51582146e74cf
model-rank-6-part-9.safetensors5.34 GB69989d93b4e463c49774bd0f2e162dadf613b51eee522011b9bbbd465ae3ba80
model-rank-7-part-0.safetensors5.36 GBa075500d341e8c95cebe19dfedf35c7a0cde308e37cd3060baa1ce55d6c54449
model-rank-7-part-1.safetensors5.37 GB8692e29fcaab3a2ff627cae91a102dc6efc3960b7b4c8d0140f9837911f961b5
model-rank-7-part-10.safetensors5.34 GB73502c764a3b5cca2cca85f832473d8e2ed2732ef8931db7fc2d19a4f186f14f
model-rank-7-part-11.safetensors3.60 GB44dd3a5ab95954a72477957eb8bd8c755a0605107e7116222bb53700f0c44e01
model-rank-7-part-2.safetensors5.36 GB40865841db263563172884e81824311d5ae665cc2a0f8cc46beffb8809995659
model-rank-7-part-3.safetensors5.35 GBba97305472efd7f0b703e502f0041f3fafd0df83a9d5e1ad58334f850f362761
model-rank-7-part-4.safetensors5.34 GB40ab499d6d57b1edc0298233db61386cc19a97df85a3e0bdc28004df5baf9ff3
model-rank-7-part-5.safetensors5.34 GB3e22cc217b2347fdb22eb9980b5dbfa0df6a075ba90759d3814b2d5ab3016066
model-rank-7-part-6.safetensors5.34 GB4e267b80e5e90523ecb22ba916fa24d18d15b5d685f0e869523fb07fdabe90cc
model-rank-7-part-7.safetensors5.34 GB178c49fda5462bdf01d3e517ae82b9a7c55a2595afabaa5e0bc8d70e75b1f632
model-rank-7-part-8.safetensors5.34 GBe1e295d01187df2167fb544f995ab111b1d75868c7545e879a48bdf153483241
model-rank-7-part-9.safetensors5.34 GBdc096f7ddb94ff3cf6cc6005ac7d2cc8a49c6ac58d6a8775f5cbff42fbceba49
modeling_arctic.py95.6 KBd659a74ebdf84d58652129f1888adea98f74356e8f4671315112073edc8224bb
quant_config.json37 B72f5787e5973d67e4f842e9189b84ac88c403892dc00ce023678a3ab9c72a5d4
special_tokens_map.json740 B49531644e583c8c4444669182fd86f4daf2b51808eeac06bc1025ac060d440b5
tokenization_arctic.py1.80 KB005fc279b905e7f5119a4c6f27bf0655b4bafb43ebda765f662b4a7b508ccdbc
tokenizer.json1.84 MB7880d52ee8fec5458fb8f5e1647577d9473c8d6821a9ecc956c8af05b7fbcac6
tokenizer.model500 KB9e556afd44213b6bd1be2b850ebbbd98f5481437a8021afaf58ee7fb1818d347
tokenizer_config.json1.58 KB50012e4e00df8a0c68dbd9497b0397504ee5640d9f11fe97a8b620b9b9f8e3b0
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
d5454a3ab5 pinned now2026-11-15 03:58 UTC108 files · 499 GB

Use it

$ fw get Snowflake/snowflake-arctic-instruct-vllm
# manifest sha256 deb398226775… · 499 GB · 108 files
$ fw verify ./snowflake-arctic-instruct-vllm Snowflake/snowflake-arctic-instruct-vllm
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/Snowflake/snowflake-arctic-instruct-vllm.json --dir ./snowflake-arctic-instruct-vllm $ python3 fw.py verify ./snowflake-arctic-instruct-vllm ./Snowflake__snowflake-arctic-instruct-vllm.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download Snowflake/snowflake-arctic-instruct-vllm --revision d5454a3ab5ad3125a540b92071b041fe299e8102 --local-dir ./snowflake-arctic-instruct-vllm
transformersLoad the weights in Python.
import os os.environ["HF_ENDPOINT"] = "https://freeweights.allternit.com" from transformers import AutoModelForCausalLM, AutoTokenizer tok = AutoTokenizer.from_pretrained("Snowflake/snowflake-arctic-instruct-vllm", revision="d5454a3ab5ad3125a540b92071b041fe299e8102") model = AutoModelForCausalLM.from_pretrained("Snowflake/snowflake-arctic-instruct-vllm", revision="d5454a3ab5ad3125a540b92071b041fe299e8102", device_map="auto")
vLLMServe an OpenAI-compatible API.
$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve Snowflake/snowflake-arctic-instruct-vllm --revision d5454a3ab5ad3125a540b92071b041fe299e8102

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
59288965dea1c9c9ce2dcad125e5ba10c942c0e4037200cc9498067bfa2e43cf
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: Snowflake <huggingface.co/Snowflake>Newsgroups: alt.freeweights.textSubject: snowflake-arctic-instruct-vllmDate: 2026-11-15Commit: d5454a3Signed: 2DC28CC7B26A283B ✓
Upstream
Snowflake/snowflake-arctic-instruct-vllm
Pinned commit
d5454a3ab5ad3125a540b92071b041fe299e8102
Manifest
snowflake-arctic-instruct-vllm.json · .minisig
Manifest sha256
deb39822677577a23daf9adba89602ff7cf43d4f72761b8ff265f9dada14b2ca
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 03:58 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/Snowflake/snowflake-arctic-instruct-vllm.json $ curl -O https://freeweights.allternit.com/manifests/Snowflake/snowflake-arctic-instruct-vllm.json.minisig $ minisign -Vm snowflake-arctic-instruct-vllm.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

No related models in this catalog.Nothing here lists this model as its parent, and it names no parent.
Get it
Download
$ HF_ENDPOINT=https://freeweights.allternit.com hf download Snowflake/snowflake-arctic-instruct-vllm
Open in Freeweights Studio

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

Signed manifest
minisign, key 2DC28CC7B26A283B. snowflake-arctic-instruct-vllm.json. Provenance. Takedown history: none.
From: laion <huggingface.co/laion>Subject: a2-rl-e2egit_large-50-32B
From: laion <huggingface.co/laion>Subject: a3-rl-DCAgent_exp_rpt_e2egit-large-15-8B
From: laion <huggingface.co/laion>Subject: a3-rl-DCAgent_exp_rpt_e2egit-v2-10-8B
From: laion <huggingface.co/laion>Subject: a3-rl-DCAgent_exp_rpt_pymethods2test-large-80-8B
From: laion <huggingface.co/laion>Subject: a3-rl-DCAgent_exp_rpt_unitsyn-python-large-10-8B
From: laion <huggingface.co/laion>Subject: a3-rl-DCAgent_mix_h2_language_proportional-65-8B