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alt.freeweights.nemotron / NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16
From: nvidia <huggingface.co/nvidia>Newsgroups: alt.freeweights.nemotronSubject:

NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16

Date: 2026-11-14Commit: a9904d2Signed: 2DC28CC7B26A283B ✓

Text generation model with 31.6B parameters. Safetensors weights, 65.8 GB in all. Published by nvidia under OpenMDW-1.1.

31.6B params65.8GBNVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16safetensorscustom terms
FactsParams31.6BSize65.8 GBFormatssafetensorsTasktext generationLicenseOpenMDW-1.1From sourcecustom termsread terms
# custom terms: read the license before you download
$ fw get nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16
# manifest sha256 9cfd08942208… · 65.8 GB · 30 files
$ fw verify ./NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16 nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16
From sourcenvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16Last check: 2026-11-14 06:31 UTC
Runs withvLLMSGLangFine-tune withAxolotlTRLPEFTUnsloth
OverviewFilesUse itLicenseProvenance

Overview

Size
65.8 GB
Weights
65.8 GB (safetensors)
Parameters
31.6B
Formats
safetensors
Task
text generation
License
OpenMDW-1.1 (custom)
Files
30, each with a sha256
Publisher
nvidia
Added
2026-11-14
Section
alt.freeweights.nemotron
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 06:31 UTCpassed

Files

30 files · 65.8 GBWeights 65.8 GB (safetensors). Sizes and sha256 from the signed manifest.
Show all 30 files with their sha256
FileSizesha256
.gitattributes1.69 KB8e951b009695dd089cd384aa4df2442969b1549d6325baec3d54f252d14a0e01
LICENSE2.69 KBd7c8a9e5d1896d0a9588319cc7b1433e64645ad6d9e55632c30b78d8c038c23b
README.md85.3 KB5d9d96d2f2b154d72625d39628a011e39e0477ffb99e45967eefe4cfd269b928
accuracy_plot.png140 KBfeecce07c67ac1ba7bf57f9d3b31bb819211b8da60f547287bdfce4376091ec4
agentic_coding_benchmarks.png220 KB06cf5486ae94ecd7cc6f91ae3b4bae21c7435253a294cb89f54f7ec42eda8847
bias.md3.26 KBc5cedf15a6a2d14d73d3aedb1514462c5f55ed3539e6e0e7e08a75e0f99d694e
chat_template.jinja9.87 KB58933db77d3099b4f78c55a38347a72e1ea05b97d6bd8f38775303dc0194e0a9
config.json2.35 KBa3827a0f5e311547b40943dc081e3ff2f8a277466e8c1a3df2291e8db8a7617c
explainability.md2.70 KB0633d9f3519170f88ea7e3f0447d58b9674260216b8454d8a80e8f42abef2d5e
generation_config.json210 B0ed94823ae737b507aef6af01e837041b7aa2fb0306793a310cd201d89a31ff4
model-00001-of-00014.safetensors4.99 GB7a3e74d24969eac6657cb9b6422091fd062b7d30fd4bc90ecee6c3d7f692626a
model-00002-of-00014.safetensors4.99 GBa80c3846e959f6dda34aa031cbb668b766643691ac7e5c9f43f62e6fb1221059
model-00003-of-00014.safetensors4.99 GB996bf3a46668e14075cb82259390267c2b1f71446caeb3a5f1f9e0bd7a079ae7
model-00004-of-00014.safetensors5.00 GBcce1d79e7ff2e2b746b9d97166156aa1dcec796116675cc7fd1aa70a8d73ccb2
model-00005-of-00014.safetensors4.98 GB9338f59d3fd5f074288c71a9559452d5b5c581da00e9ccb9fe7aa2ce9b04d2ad
model-00006-of-00014.safetensors4.99 GBe947fa4097c68263ba3d097fceb32a300a22cebd9d909fb5198af7d18a4022fe
model-00007-of-00014.safetensors4.99 GBc7362630bf4256275ca58354ed8f31506cec67ffab30573e753703fd5ae48795
model-00008-of-00014.safetensors4.99 GB1b33a5a6b5505b25b57c90ddda19e9cd1598176468917df0c56116fa6f6072cb
model-00009-of-00014.safetensors5.00 GBfcc9b48caff427beaf1f87b78cf4ab42bc2a3c43b3c487bccb013ba22d7468b2
model-00010-of-00014.safetensors4.99 GBd1924fd54d1b77a15aff8df591a317e8a82a58e46d6f5742fa21e90e0be3cfa6
model-00011-of-00014.safetensors5.00 GBe9d0b83bcf04bd4d5758b94e6495a3f1595d121d82faffaa27ce6a884e2c8757
model-00012-of-00014.safetensors5.00 GBfce184f112cb0b97024cadc60f993f6f660e365d04e21c240fb3c75747bd3a01
model-00013-of-00014.safetensors3.25 GBf427d037d2a3e4d44323325aa38571e3551e8ad702f469c3dacc4e59ea2e50d1
model-00014-of-00014.safetensors2.67 GB64577b275ca4e7e5266eae0903674f7f46ec2a8cbf4f4f1a3207f80d503cd1d0
model.safetensors.index.json612 KB67f21da80ce245a3e24967f54eef3fa10e67a63eba16ef19a2d0569f06103f50
privacy.md828 B8d7bcc6314e4f68809385c62bcfcb543023b9ed6e5eb0de6e263683510713ece
safety.md2.15 KB60f74211be1d81624807ca626462778610960cf20adc989140118da37d80a86b
special_tokens_map.json563 Be9435fefd6d838fd9fcbbc44b97a8e3ff322be7f6dfb7e4fd2468586574bb52b
tokenizer.json17.1 MB623c34567aebb18582765289fbe23d901c62704d6518d71866e0e58db892b5b7
tokenizer_config.json177 KB10f93eabcb9b1602fbb991d6308e787ce1df28ee9cd7a1c6d1e8c3f338b957bc

Use it

# custom terms: read the license before you download
$ fw get nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16
# manifest sha256 9cfd08942208… · 65.8 GB · 30 files
$ fw verify ./NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16 nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16
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/nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16.json --dir ./NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16 $ python3 fw.py verify ./NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16 ./nvidia__NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16 --revision a9904d24bcc1d289a1950fa9d2b978c47cf903b9 --local-dir ./NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16
transformersLoad the weights in Python.
import os os.environ["HF_ENDPOINT"] = "https://freeweights.allternit.com" from transformers import AutoModelForCausalLM, AutoTokenizer tok = AutoTokenizer.from_pretrained("nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16", revision="a9904d24bcc1d289a1950fa9d2b978c47cf903b9") model = AutoModelForCausalLM.from_pretrained("nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16", revision="a9904d24bcc1d289a1950fa9d2b978c47cf903b9", device_map="auto")
vLLMServe an OpenAI-compatible API.
$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16 --revision a9904d24bcc1d289a1950fa9d2b978c47cf903b9
Run in Allternit Desktopcoming in Phase 1
Fine-tune in Freeweights Studiocoming in Phase 3

License

Name
OpenMDW-1.1
Id
OpenMDW-1.1
Class
Custom terms
Redistribution
click-through
Text in
LICENSE
Text sha256
d7c8a9e5d1896d0a9588319cc7b1433e64645ad6d9e55632c30b78d8c038c23b
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: nvidia <huggingface.co/nvidia>Newsgroups: alt.freeweights.nemotronSubject: NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16Date: 2026-11-14Commit: a9904d2Signed: 2DC28CC7B26A283B ✓
Upstream
nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16
Pinned commit
a9904d24bcc1d289a1950fa9d2b978c47cf903b9
Manifest
NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16.json · .minisig
Manifest sha256
9cfd08942208e0b406f7129bec3def92a4b49f2414c8f4966a2be04d54fb2b6b
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-14 06:31 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16.json $ curl -O https://freeweights.allternit.com/manifests/nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16.json.minisig $ minisign -Vm NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16.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 nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16
Run in Allternit Desktopcoming in Phase 1
Signed manifest
minisign, key 2DC28CC7B26A283B. NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16.json. Provenance. Takedown history: none.
Source
huggingface.co/nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16

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